From 99f45f68a30185d6ec66eb630766b1d5b60598fd Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 5 Feb 2022 12:29:31 -0500 Subject: [PATCH 01/96] Adding pIC50 dataset. --- scripts/supervised/pIC50_test.ipynb | 361 ++++++++++++++++++++++++++++ 1 file changed, 361 insertions(+) create mode 100644 scripts/supervised/pIC50_test.ipynb diff --git a/scripts/supervised/pIC50_test.ipynb b/scripts/supervised/pIC50_test.ipynb new file mode 100644 index 0000000..e7a8250 --- /dev/null +++ b/scripts/supervised/pIC50_test.ipynb @@ -0,0 +1,361 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "2c2a4900", + "metadata": {}, + "source": [ + "# pIC50 Test" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "992496e5", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import torch\n", + "import seaborn as sns\n", + "import malt\n", + "import pandas as pd\n", + "import dgllife" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "62e16147", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/2260\n", + "Processing molecule 2000/2260\n" + ] + } + ], + "source": [ + "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer, CanonicalBondFeaturizer\n", + "df = pd.read_csv('../../../data/moonshot_pIC50.csv', index_col=0)\n", + "\n", + "dgllife_dataset = dgllife.data.csv_dataset.MoleculeCSVDataset(\n", + " df=df,\n", + " smiles_to_graph=smiles_to_bigraph,\n", + " node_featurizer=CanonicalAtomFeaturizer(),\n", + " edge_featurizer=CanonicalBondFeaturizer(),\n", + " smiles_column='SMILES',\n", + " task_names=[\n", + " # 'MW', 'cLogP', 'r_inhibition_at_20_uM',\n", + " # 'r_inhibition_at_50_uM', 'r_avg_IC50', 'f_inhibition_at_20_uM',\n", + " # 'f_inhibition_at_50_uM', 'f_avg_IC50', 'relative_solubility_at_20_uM',\n", + " # 'relative_solubility_at_100_uM', 'trypsin_IC50',\n", + " 'f_avg_pIC50'\n", + " ],\n", + " init_mask=False,\n", + " cache_file_path='../../../data/moonshot_pIC50.bin'\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "2ff116fe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.displot(dgllife_dataset.labels.numpy()[dgllife_dataset.labels.numpy() > 4.005])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5408668a", + "metadata": {}, + "outputs": [], + "source": [ + "from malt.data.collections import _dataset_from_dgllife\n", + "\n", + "data = _dataset_from_dgllife(dgllife_dataset)\n", + "\n", + "# mask data if it's at the limit of detection\n", + "data_masked = data[list(np.flatnonzero(np.array(data.y) > 4.005))]\n", + "data.shuffle(seed=2666)\n", + "ds_tr, ds_vl, ds_te = data_masked[:1500].split([8, 1, 1])" + ] + }, + { + "cell_type": "markdown", + "id": "20923ad8", + "metadata": {}, + "source": [ + "Make model" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "80227b38", + "metadata": {}, + "outputs": [], + "source": [ + "model_choice = 'nn' # 'nn'\n", + "if model_choice == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " )\n", + "\n", + "\n", + "elif model_choice == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=128, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "87f812da", + "metadata": {}, + "source": [ + "Train and evaluate." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bb68f7d6", + "metadata": {}, + "outputs": [ + { + "ename": "RuntimeError", + "evalue": "Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! (when checking argument for argument mat1 in method wrapper_addmm)", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_20732/451195198.py\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 7\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtrainer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mds_tr\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 8\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[0mr2\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmalt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetrics\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msupervised_metrics\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mR2\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mds_te\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 10\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mr2\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\supervised_metrics.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, model, ds_te)\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[0mds_te_loader\u001b[0m \u001b[1;33m=\u001b[0m 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representation\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 82\u001b[1;33m \u001b[0mh\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrepresentation\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 83\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 84\u001b[0m \u001b[1;31m# latent_representation -> parameters\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py\u001b[0m in \u001b[0;36m_call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1100\u001b[0m if not (self._backward_hooks or self._forward_hooks or self._forward_pre_hooks or _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m or _global_forward_hooks or _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mforward_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1103\u001b[0m \u001b[1;31m# Do not call functions when jit is used\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1104\u001b[0m \u001b[0mfull_backward_hooks\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnon_full_backward_hooks\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\representation.py\u001b[0m in \u001b[0;36mforward\u001b[1;34m(self, g, field)\u001b[0m\n\u001b[0;32m 96\u001b[0m \u001b[0mg\u001b[0m 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"\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py\u001b[0m in \u001b[0;36m_call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1100\u001b[0m if not (self._backward_hooks or self._forward_hooks or self._forward_pre_hooks or _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m or _global_forward_hooks or _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mforward_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1103\u001b[0m \u001b[1;31m# Do not call functions when jit is used\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1104\u001b[0m \u001b[0mfull_backward_hooks\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnon_full_backward_hooks\u001b[0m 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"\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\functional.py\u001b[0m in \u001b[0;36mlinear\u001b[1;34m(input, weight, bias)\u001b[0m\n\u001b[0;32m 1846\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mhas_torch_function_variadic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1847\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mhandle_torch_function\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlinear\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1848\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mtorch\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_C\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_nn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlinear\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1849\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1850\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mRuntimeError\u001b[0m: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! (when checking argument for argument mat1 in method wrapper_addmm)" + ] + } + ], + "source": [ + "trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " batch_size=32,\n", + " n_epochs=3000,\n", + " learning_rate=1e-3\n", + ")\n", + "model = trainer(model, ds_tr)\n", + "\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + "print(r2)\n", + "\n", + "rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", + "print(rmse)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7f7fe61f", + "metadata": {}, + "outputs": [], + "source": [ + "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", + "g, y = next(iter(ds_te_loader))\n", + "y_hat = model.condition(g).mean\n", + "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy())\n", + "g.set_axis_labels('y', '\\hat{y}')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3551d4b5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n", + "tensor(0.9217, grad_fn=)\n", + "tensor(2.8730, grad_fn=)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:10: UserWarning: Using a target size (torch.Size([112])) that is different to the input size (torch.Size([112, 1])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.sqrt(torch.nn.functional.mse_loss(target, input))\n" + ] + } + ], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "import argparse\n", + "\n", + "parser = argparse.ArgumentParser()\n", + "parser.add_argument(\"--data\", type=str, default=\"esol\")\n", + "parser.add_argument(\"--model\", type=str, default=\"nn\")\n", + "\n", + "args = parser.parse_args([])\n", + "\n", + "data = getattr(malt.data.collections, args.data)()\n", + "data.shuffle(seed=2666)\n", + "ds_tr, ds_vl, ds_te = data.split([8, 1, 1])\n", + "\n", + "if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " )\n", + "\n", + "\n", + "elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=128, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " )\n", + "\n", + "\n", + "trainer = malt.trainer.get_default_trainer(without_player=True, batch_size=len(ds_tr), n_epochs=3000, learning_rate=1e-3)\n", + "model = trainer(model, ds_tr)\n", + "\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + "print(r2)\n", + "\n", + "rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", + "print(rmse)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "f4bd2416", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", + "g, y = next(iter(ds_te_loader))\n", + "y_hat = model.condition(g).mean\n", + "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy())\n", + "g.set_axis_labels('y', '\\hat{y}')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 426c2344ef788c8c6aed28a5c4df36dec4cdb85e Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 5 Feb 2022 23:25:47 -0500 Subject: [PATCH 02/96] Adding a sequential acquisition notebook and fixing a deprecation error. --- malt/data/collections.py | 1 + malt/models/regressor.py | 2 +- scripts/bayesopt/sequential_acquisition.ipynb | 41 +++++++++++++++++++ 3 files changed, 43 insertions(+), 1 deletion(-) create mode 100644 scripts/bayesopt/sequential_acquisition.ipynb diff --git a/malt/data/collections.py b/malt/data/collections.py index e73aff9..e97609e 100644 --- a/malt/data/collections.py +++ b/malt/data/collections.py @@ -29,6 +29,7 @@ def _dataset_from_dgllife(dgllife_dataset): "ESOL", "FreeSolv", "Lipophilicity", + "", ] def _get_collection(collection): diff --git a/malt/models/regressor.py b/malt/models/regressor.py index 98b0df1..0a2d4ec 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -155,7 +155,7 @@ def _get_kernel_and_auxiliary_variables( ) # (batch_size_tr, batch_size_tr) - l_low = torch.cholesky(k_plus_sigma) + l_low = torch.linalg.cholesky(k_plus_sigma) l_up = l_low.t() # (batch_size_tr. 1) diff --git a/scripts/bayesopt/sequential_acquisition.ipynb b/scripts/bayesopt/sequential_acquisition.ipynb new file mode 100644 index 0000000..9e1ad07 --- /dev/null +++ b/scripts/bayesopt/sequential_acquisition.ipynb @@ -0,0 +1,41 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c0644620-f2fa-4311-9e87-cf62ce7b9377", + "metadata": {}, + "source": [ + "# Sequential acquisition" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "934ff6e9-6837-4577-9762-c7a02985b722", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 7c165800394cf322330197fab15262130bc735d6 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 5 Feb 2022 23:58:52 -0500 Subject: [PATCH 03/96] Experimenting with Thompson Sampling. --- scripts/bayesopt/sequential_acquisition.ipynb | 1309 ++++++++++++++++- 1 file changed, 1307 insertions(+), 2 deletions(-) diff --git a/scripts/bayesopt/sequential_acquisition.ipynb b/scripts/bayesopt/sequential_acquisition.ipynb index 9e1ad07..33bdde1 100644 --- a/scripts/bayesopt/sequential_acquisition.ipynb +++ b/scripts/bayesopt/sequential_acquisition.ipynb @@ -10,11 +10,1316 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "934ff6e9-6837-4577-9762-c7a02985b722", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import torch\n", + "import sys\n", + "import malt" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8b2b35c5-933b-4b57-a170-7e8452daf277", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], + "source": [ + "data = malt.data.collections.esol()" + ] + }, + { + "cell_type": "markdown", + "id": "4d768330-f875-4d3a-b62b-eec81ddf0aeb", + "metadata": {}, + "source": [ + "Make model" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "27130629-924c-4e94-9066-42e05babb4ee", + "metadata": {}, + "outputs": [], + "source": [ + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ff2c4ce1-c021-4e93-8f9c-58c32431c3f6", + "metadata": {}, + "outputs": [], + "source": [ + "merchant = malt.agents.merchant.DatasetMerchant(data)\n", + "assayer = malt.agents.assayer.DatasetAssayer(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5e49b819-c8b1-4da6-bde0-a963a5158df6", + "metadata": {}, + "outputs": [], + "source": [ + "player = malt.agents.player.SequentialModelBasedPlayer(\n", + " model=model,\n", + " policy=malt.policy.Greedy(),\n", + " trainer=malt.trainer.get_default_trainer(),\n", + " merchant=merchant,\n", + " assayer=assayer,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 214, + "id": "12f6bb94-bce1-4a21-b560-d7ad1d1f824b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\u001b[1;31mInit signature:\u001b[0m\n", + "\u001b[0mmalt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpolicy\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mGreedy\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mutility_function\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m<\u001b[0m\u001b[0mfunction\u001b[0m \u001b[0mexpected_improvement\u001b[0m \u001b[0mat\u001b[0m \u001b[1;36m0x000001A66D78D0D8\u001b[0m\u001b[1;33m>\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0macquisition_size\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mint\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mSource:\u001b[0m \n", + "\u001b[1;32mclass\u001b[0m \u001b[0mGreedy\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mPolicy\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;34m\"\"\" Greedy policy. \"\"\"\u001b[0m\u001b[1;33m\n", + "\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m 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\u001b[0macquisition_size\u001b[0m\u001b[1;33m\n", + "\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mforward\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdistribution\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mtorch\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdistributions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDistribution\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mtorch\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mTensor\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mscore\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mutility_function\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdistribution\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0m_\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0midxs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtorch\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtopk\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mscore\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0macquisition_size\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mdim\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;33m)\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0midxs\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mFile:\u001b[0m c:\\users\\micha\\dev\\choderalab\\malt\\malt\\policy.py\n", + "\u001b[1;31mType:\u001b[0m ABCMeta\n", + "\u001b[1;31mSubclasses:\u001b[0m \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "malt.policy.Greedy??" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "f23a6d73-2b56-415c-8435-1cc7d392fa7f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "data_loader = data.view(batch_size=len(data))\n", + "g, y = next(iter(data_loader))\n", + "\n", + "distribution = model.condition(g)" + ] + }, + { + "cell_type": "code", + "execution_count": 266, + "id": "d25a9cba-d677-4da5-888b-9a386a2ba2f9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([164, 841, 436, ..., 550, 90, 164])" + ] + }, + "execution_count": 266, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.argmax(distribution.sample((len(data),)), axis=1).ravel()" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "id": "45ecfbb4-7ad2-4fd9-a5fc-455e2ff5c11b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Wall time: 732 ms\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "pending_points = set()\n", + "while len(pending_points) < len(data):\n", + " pending_point = torch.argmax(distribution.sample((1,))).item()\n", + " pending_points.add(\n", + " pending_point\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 213, + "id": "a1fe8a74-bb13-4b06-b396-6b559e6573e6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([[ 741],\n", + " [ 889],\n", + " [ 482],\n", + " [ 427],\n", + " [1037],\n", + " [ 913],\n", + " [ 914],\n", + " [ 31],\n", + " [ 707],\n", + " [ 537],\n", + " [ 560],\n", + " [ 256],\n", + " [ 828],\n", + " [ 519],\n", + " [ 759],\n", + " [ 749],\n", + " [ 515],\n", + " [1063],\n", + " [ 88],\n", + " [ 292],\n", + " [ 548],\n", + " [ 265],\n", + " [ 356],\n", + " [1107],\n", + " [ 716],\n", + " [ 353],\n", + " [ 1],\n", + " [ 981],\n", + " [ 942],\n", + " [ 948],\n", + " [1111],\n", + " [ 832],\n", + " [ 897],\n", + " [1031],\n", + " [ 668],\n", + " [ 171],\n", + " [ 940],\n", + " [ 941],\n", + " [ 508],\n", + " [ 943],\n", + " [ 465],\n", + " [ 330],\n", + " [ 503],\n", + " [ 188],\n", + " [ 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[ 670],\n", + " [ 232],\n", + " [ 634],\n", + " [ 630],\n", + " [ 409],\n", + " [ 92],\n", + " [ 52],\n", + " [1060],\n", + " [ 318],\n", + " [ 247],\n", + " [ 836],\n", + " [1106]])" + ] + }, + "execution_count": 213, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.argmax(distribution.sample((1000,)), axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "id": "80931308-84e6-4b80-8394-77587a2da0db", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "100" + ] + }, + "execution_count": 170, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(pending_points)" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "3efdcda8-8c84-4389-81fc-9a8b3171e733", + "metadata": {}, + "outputs": [], + "source": [ + "# sample distribution until we have q unique points\n", + "def _f_X_argmax(distribution):\n", + " thetas = distribution.sample((1,))\n", + " argmax = thetas\n", + "f_X_argmax = lambda distribution: torch.argmax(, axis=1)\n", + "# thetas = \n", + "# pending_pts = torch.argmax(thetas, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "562dbeb3-5472-4483-9340-43ef3c8c4073", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([[929]])" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "f_X_argmax(distribution)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "0ad2a928-982e-4caa-8b08-ad0b07804c62", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([ 0, 8, 11, 39, 40, 41, 46, 84, 88, 125, 142, 145,\n", + " 147, 150, 152, 163, 191, 192, 202, 225, 230, 231, 239, 243,\n", + " 257, 258, 282, 302, 304, 345, 357, 368, 375, 379, 382, 390,\n", + " 401, 405, 407, 446, 448, 457, 464, 471, 475, 477, 506, 544,\n", + " 566, 569, 573, 591, 604, 657, 664, 668, 672, 674, 688, 715,\n", + " 737, 750, 757, 771, 833, 842, 851, 853, 857, 861, 892, 902,\n", + " 907, 918, 922, 936, 952, 959, 962, 967, 980, 993, 996, 1001,\n", + " 1006, 1024, 1036, 1041, 1044, 1056, 1072, 1084, 1106, 1123])" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.unique(pending_pts)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "23425617-496d-448b-a68b-95af8e81eda9", + "metadata": {}, + "outputs": [], + "source": [ + "while True:\n", + " if player.step() is None:\n", + " break" + ] } ], "metadata": { From 3ad34c692e33d9d8b76ac1416f619ed7943e6b2e Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 6 Feb 2022 17:55:06 -0500 Subject: [PATCH 04/96] Adding thompson sampling. --- malt/policy.py | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) diff --git a/malt/policy.py b/malt/policy.py index 6d61fb0..71ecc05 100644 --- a/malt/policy.py +++ b/malt/policy.py @@ -60,3 +60,45 @@ def forward( dim=0, ) return idxs + + +class ThompsonSampling(Policy): + """ Thompson sampling policy. """ + + def __init__( + self, + acquisition_size: int = 1, + ): + super(ThompsonSampling, self).__init__() + self.acquisition_size = acquisition_size + + def forward( + self, distribution: torch.distributions.Distribution + ) -> torch.Tensor: + + # sample f_X + thetas = distribution.sample( + (acquisition_size, ) + ) + + # find unique argmax f_X + idxs_dups = torch.argmax(thetas, axis=1).ravel() + idxs_ts = torch.unique(idxs_dups) + num_idxs = len(idxs_ts) + + # if we didn't fill the round, select rest randomly + if num_idxs < acquisition_size: + + # find unselected indices; mask indices + mask = torch.zeros(len(data)).bool() + mask[idxs_ts] = 1 + range_masked = torch.arange(len(data))[~mask] + + # shuffle unselected indices and select + idx = torch.randperm(range_masked.nelement()) + range_masked = range_masked.view(-1)[idx].view(range_masked.size()) + idx_rand = range_masked[:(acquisition_size - num_idxs)] + + idxs = torch.cat([idxs_ts, idx_rand]) + + return idxs \ No newline at end of file From d36fb1d6e0c6f0c1fb3ca042f4eb4a74c967cda3 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 6 Feb 2022 20:12:44 -0500 Subject: [PATCH 05/96] Adding random and thompson sampling. --- malt/agents/player.py | 105 +++++++++++++++++++++++++++++++++++++++++- 1 file changed, 104 insertions(+), 1 deletion(-) diff --git a/malt/agents/player.py b/malt/agents/player.py index b77d739..d28be3d 100644 --- a/malt/agents/player.py +++ b/malt/agents/player.py @@ -44,6 +44,9 @@ def assay( def step(self, *args, **kwargs): raise NotImplementedError + + + class ModelBasedPlayer(Player): """ Player with model. @@ -65,7 +68,7 @@ class ModelBasedPlayer(Player): Assayer that assays the candidates. portfolio : Dataset - Inititial knowledge about data points. + Initial knowledge about data points. Note ---- @@ -164,3 +167,103 @@ def step(self): best = self.assay(best) self.train() return best + + + + + +class RandomPlayer(Player): + """Player with a random prioritization policy. + + Parameters + ---------- + merchant : Merchant + Merchant that merchandizes candidates. + + assayer : Assayer + Assayer that assays the candidates. + + portfolio : Dataset + Initial knowledge about data points. + + Note + ---- + 1. Perfolio respects order and could be used to analyze acquisition + trajectory. + + """ + def __init__( + self, + merchant: Merchant, + assayer: Assayer, + portfolio: Union[Dataset, None]=None, + seed: int = 2666, + ): + super(RandomPlayer, self).__init__() + self.merchant = merchant + self.assayer = assayer + if portfolio is None: + portfolio = Dataset([]) + self.portfolio = portfolio + self.seed = seed + + def merchandize( + self, + dataset: Dataset, + ): + return super().merchandize(dataset=dataset) + + def assay( + self, + dataset: Dataset, + ): + dataset = super().assay(dataset=dataset) + self.portfolio += dataset + return dataset + + def prioritize(self): + catalogue_length = len(self.merchant.catalogue()) + if catalogue_length == 0: + return None + + best = torch.randint( + size = (1,), + high = (catalogue_length,), + ) + return self.merchant.catalogue()[best] + + + + +class SequentialRandomPlayer(RandomPlayer): + """Random player with step size equal one. + + Examples + -------- + >>> import malt + >>> player = SequentialRandomPlayer( + ... merchant=malt.agents.merchant.DatasetMerchant( + ... malt.data.collections.linear_alkanes(10), + ... ), + ... assayer=malt.agents.assayer.DatasetAssayer( + ... malt.data.collections.linear_alkanes(10), + ... ) + ... ) + + >>> while True: + ... if player.step() is None: + ... break + """ + def __init__(self, *args, **kwargs): + super(SequentialModelBasedPlayer, self).__init__( + *args, **kwargs + ) + + def step(self): + best = self.prioritize() + if best is None: + return None + best = Dataset([best]) + best = self.merchandize(best) + best = self.assay(best) + return best \ No newline at end of file From 58d1704ac0c2a6235a05f5e2a248767dccc087f2 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 6 Feb 2022 20:27:16 -0500 Subject: [PATCH 06/96] Verified random now works. --- malt/agents/player.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/malt/agents/player.py b/malt/agents/player.py index d28be3d..22fa456 100644 --- a/malt/agents/player.py +++ b/malt/agents/player.py @@ -5,6 +5,7 @@ from .assayer import Assayer from malt.models.supervised_model import SupervisedModel from malt.data.dataset import Dataset +import torch class Player(Agent): """ Base class for players. @@ -72,7 +73,7 @@ class ModelBasedPlayer(Player): Note ---- - 1. Perfolio respects order and could be used to analyze acquisition + 1. Portfolio respects order and could be used to analyze acquisition trajectory. """ @@ -188,7 +189,7 @@ class RandomPlayer(Player): Note ---- - 1. Perfolio respects order and could be used to analyze acquisition + 1. Portfolio respects order and could be used to analyze acquisition trajectory. """ @@ -226,10 +227,11 @@ def prioritize(self): if catalogue_length == 0: return None + torch.manual_seed(self.seed) best = torch.randint( size = (1,), - high = (catalogue_length,), - ) + high = catalogue_length, + ).item() return self.merchant.catalogue()[best] @@ -255,7 +257,7 @@ class SequentialRandomPlayer(RandomPlayer): ... break """ def __init__(self, *args, **kwargs): - super(SequentialModelBasedPlayer, self).__init__( + super(SequentialRandomPlayer, self).__init__( *args, **kwargs ) From a0472c922eb49142dfbfde84ad2b8867e370cb37 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 6 Feb 2022 20:29:49 -0500 Subject: [PATCH 07/96] Added a random player without model. --- malt/tests/test_player.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 malt/tests/test_player.py diff --git a/malt/tests/test_player.py b/malt/tests/test_player.py new file mode 100644 index 0000000..6cc0c8c --- /dev/null +++ b/malt/tests/test_player.py @@ -0,0 +1,14 @@ +import pytest + +def acquire_random_on_linear_alkane_with_player(): + import malt + data = malt.data.collections.linear_alkanes(10) + merchant = malt.agents.merchant.DatasetMerchant(data) + assayer = malt.agents.assayer.DatasetAssayer(data) + + player = malt.agents.player.SequentialRandomPlayer( + merchant=merchant, + assayer=assayer, + ) + + player.step() From 90f4809d0b678efc298154fca49718c76bce71c4 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 6 Feb 2022 20:31:04 -0500 Subject: [PATCH 08/96] Added thompson sampling policy. --- malt/policy.py | 35 +++++++++++++++++++++++++++++++---- 1 file changed, 31 insertions(+), 4 deletions(-) diff --git a/malt/policy.py b/malt/policy.py index 71ecc05..639201f 100644 --- a/malt/policy.py +++ b/malt/policy.py @@ -62,6 +62,29 @@ def forward( return idxs +class Random(Policy): + """ Greedy policy. """ + + def __init__( + self, + acquisition_size: int = 1, + ): + super(Random, self).__init__() + self.acquisition_size = acquisition_size + + def forward( + self, distribution: torch.distributions.Distribution + ) -> torch.Tensor: + + idxs = torch.randint( + high = distribution.batch_shape[0], + size = (self.acquisition_size,) + ) + + return idxs + + + class ThompsonSampling(Policy): """ Thompson sampling policy. """ @@ -78,7 +101,7 @@ def forward( # sample f_X thetas = distribution.sample( - (acquisition_size, ) + (self.acquisition_size, ) ) # find unique argmax f_X @@ -87,7 +110,7 @@ def forward( num_idxs = len(idxs_ts) # if we didn't fill the round, select rest randomly - if num_idxs < acquisition_size: + if num_idxs < self.acquisition_size: # find unselected indices; mask indices mask = torch.zeros(len(data)).bool() @@ -97,8 +120,12 @@ def forward( # shuffle unselected indices and select idx = torch.randperm(range_masked.nelement()) range_masked = range_masked.view(-1)[idx].view(range_masked.size()) - idx_rand = range_masked[:(acquisition_size - num_idxs)] + idx_rand = range_masked[:(self.acquisition_size - num_idxs)] + + # append random indices + idxs = torch.cat([idxs_ts, idx_rand]) - idxs = torch.cat([idxs_ts, idx_rand]) + else: + idxs = idxs_ts return idxs \ No newline at end of file From 42d20af5c9cb4f32fe1f43b165d047e2a30c7062 Mon Sep 17 00:00:00 2001 From: miretchin Date: Fri, 11 Feb 2022 01:46:29 -0500 Subject: [PATCH 09/96] New data structure that has a more flexible atch and iew for use in multi-output training loops. --- malt/data/dataset.py | 149 ++++++++++++++++++++++++++++++++----------- 1 file changed, 112 insertions(+), 37 deletions(-) diff --git a/malt/data/dataset.py b/malt/data/dataset.py index b55a046..d700463 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -3,7 +3,7 @@ # ============================================================================= import torch import dgl -from typing import Union, List +from typing import Union, Iterable from malt.point import Point # ============================================================================= @@ -28,6 +28,7 @@ class Dataset(torch.utils.data.Dataset): """ _lookup = None + _extra = None def __init__(self, points=[]) -> None: super(Dataset, self).__init__() @@ -38,7 +39,11 @@ def __repr__(self): return "%s with %s points" % (self.__class__.__name__, len(self)) def _construct_lookup(self): - self._lookup = {point.smiles: point for point in self.points} + from collections import defaultdict + self._lookup = defaultdict(list) + for point in self.points: + self._lookup[point.smiles].append(point) + self._lookup = dict(self._lookup) @property def lookup(self): @@ -69,7 +74,7 @@ def __getitem__(self, idx): if isinstance(idx, int): return self.points[idx] elif isinstance(idx, str): - return self.lookup[idx] + return self.__class__(points=self.lookup[idx]) elif isinstance(idx, Point): return self.lookup[idx.smiles] elif isinstance(idx, torch.Tensor): @@ -159,44 +164,91 @@ def featurize_all(self): def y(self): return [point.y for point in self.points] - @staticmethod - def batch_of_g_and_y(points): - # initialize results - gs = [] - ys = [] + @property + def smiles(self): + return [point.smiles for point in self.points] - # loop through the points - for point in points: - if not point.is_featurized(): # featurize - point.featurize() - if point.y is None: - raise RuntimeError("No data associated with data. ") - gs.append(point.g) - ys.append(point.y) + def _construct_extra(self): + from collections import defaultdict + self._extra = defaultdict(list) + for point in self.points: + for key, value in point.extra.items(): + self._extra[key].append(value) + self._extra = dict(self._extra) - g = dgl.batch(gs) - y = torch.tensor(ys, dtype=torch.float32)[:, None] - return g, y + @property + def extra(self): + if self._extra is None: + self._construct_extra() + return self._extra - @staticmethod - def batch_of_g(points): - # initialize results - gs = [] + def batch(self, points=None, by=['g', 'y']): + """Batches points by provided keys. - # loop through the points - for point in points: - if not point.is_featurized(): # featurize - point.featurize() - gs.append(point.g) + Parameters + ---------- + points : list of Points + Defaults to all points in Dataset if none provided. + by : Union[Iterable, str] + Attributes of class on which to batch. + + Returns + ------- + ret : Union[tuple, dgl.Graph, torch.Tensor] + Batched data, in order of keys passed in `by` argument. + + """ + + from collections import defaultdict + ret = defaultdict(list) + + if points is None: + points = self.points - g = dgl.batch(gs) - return g + # guarantee keys are a list + by = [by] if isinstance(by, str) else by - def get_batch_of_all_g(self): + # loop through points + for point in points: + for key in by: + if key is 'g': + # featurize graphs + if not point.is_featurized(): + point.featurize() + ret['g'].append(point.g) + + elif key is 'y': + if point.y is None: + raise RuntimeError( + 'No targets associated with data.' + ) + ret['y'].append(point.y) + + else: + if key not in point.extra: + raise RuntimeError(f'`{key}` not found in `extra`') + ret[key].append(point.extra[key]) + + # collate batches + for key in by: + if key == 'g': + ret['g'] = dgl.batch(ret['g']) + else: + ret[key] = torch.tensor(ret[key])[:,None] + + # return batches + ret = (*ret.values(), ) + if len(ret) < 2: + ret = ret[0] + + return ret + + + def batch_all_g(self): return next( iter( self.view( - "batch_of_g", + by='g', batch_size=len(self) ) ) @@ -214,7 +266,9 @@ def clone(self): def view( self, - collate_fn: Union[callable, str] = "batch_of_g_and_y", + collate_fn: Union[callable, str] = batch, + group: Union[None, str] = None, + by: Union[Iterable, str] = ['g', 'y'], *args, **kwargs, ): @@ -224,6 +278,10 @@ def view( ---------- collate_fn : None or callable The function to gather data points. + group : Union[None, str] + If a group is provided (e.g., 'smiles'), batches data by SMILES groupings. + by : Union[Iterable, str] + Returns ------- @@ -231,13 +289,30 @@ def view( Resulting data loader. """ + from functools import partial + + def _get_smiles_batch_indices(): + import numpy as np + cumul_data = np.cumsum([ + len(v) for v in self.lookup.values() + ]) + return np.split( + np.arange(len(self)), + indices_or_sections=cumul_data[:-1], + ) + # provide default collate function - if isinstance(collate_fn, str): - collate_fn = getattr(self, collate_fn) + collate_fn = self.batch + + if group == 'smiles': + batch_sampler = _get_smiles_batch_indices() + elif group is None: + batch_sampler = None return torch.utils.data.DataLoader( dataset=self.points, - collate_fn=collate_fn, + collate_fn=partial(collate_fn, by=by), + batch_sampler=batch_sampler, *args, **kwargs, - ) + ) \ No newline at end of file From d5a6472141cf56d94d9283c2c260bce30d18df2e Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 15 Feb 2022 18:44:00 -0500 Subject: [PATCH 10/96] Adding a little interactive playground for understanding use-cases of our new Molecule data structure. --- scripts/data/data_structure_playground.ipynb | 163 +++++++++++++++++++ 1 file changed, 163 insertions(+) create mode 100644 scripts/data/data_structure_playground.ipynb diff --git a/scripts/data/data_structure_playground.ipynb b/scripts/data/data_structure_playground.ipynb new file mode 100644 index 0000000..576e3c2 --- /dev/null +++ b/scripts/data/data_structure_playground.ipynb @@ -0,0 +1,163 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "2665ec92-3ffc-4437-b327-bbf24895b035", + "metadata": {}, + "source": [ + "# Playing with the data structure" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6281bbd8-21fc-490e-b446-65e650e6b9a8", + "metadata": {}, + "outputs": [], + "source": [ + "# import malt\n", + "# import torch\n", + "# import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f5baf0b3-3a12-46f8-ad4f-232d11998fe3", + "metadata": {}, + "outputs": [], + "source": [ + "from typing import Union\n", + "import functools\n", + "import dgl\n", + "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer\n", + "\n", + "class Molecule(object):\n", + " \"\"\" Models information associated with a molecule.\n", + "\n", + " Parameters\n", + " ----------\n", + " smiles : str\n", + " SMILES of the molecule.\n", + "\n", + " g : dgl.DGLGraph or None, default=None\n", + " The DGL graph of the molecule.\n", + "\n", + " metadata : dict, default={}\n", + " Metadata associated with the compound\n", + "\n", + " featurizer : callable, default=CanonicalAtomFeaturizer(\n", + " atom_data_field='feat')\n", + " The function which maps the SMILES string to a DGL graph.\n", + "\n", + " Methods\n", + " -------\n", + " featurize()\n", + " Convert the SMILES string to a graph if there isn't one.\n", + "\n", + " \"\"\"\n", + "\n", + " def __init__(\n", + " self,\n", + " smiles: str,\n", + " g: Union[dgl.DGLGraph, None] = None,\n", + " metadata: dict = {},\n", + " featurizer: callable = functools.partial(\n", + " smiles_to_bigraph,\n", + " node_featurizer=CanonicalAtomFeaturizer(atom_data_field=\"h\"),\n", + " ),\n", + " ) -> None:\n", + " self.smiles = smiles\n", + " self.g = g\n", + " self.metadata = metadata\n", + " self.featurizer = featurizer\n", + "\n", + " def __repr__(self):\n", + " return self.smiles\n", + "\n", + " def __eq__(self, other):\n", + " return (\n", + " self.g == other.g\n", + " and self.y == other.y\n", + " and self.extra == other.extra\n", + " )\n", + " \n", + " def __getattr__(self, name):\n", + " if name not in self.metadata:\n", + " raise RuntimeError(\n", + " f'`{name}` is not associated with this Molecule.'\n", + " )\n", + " return self.metadata[name]\n", + "\n", + " def featurize(self):\n", + " \"\"\"Featurize the SMILES string to get the graph.\n", + "\n", + " Returns\n", + " -------\n", + " dgl.DGLGraph : The resulting graph.\n", + "\n", + " \"\"\"\n", + " # if there is already a graph, raise an error\n", + " if self.is_featurized():\n", + " raise RuntimeError(\"Point is already featurized.\")\n", + "\n", + " # featurize\n", + " self.g = self.featurizer(self.smiles)\n", + "\n", + " return self\n", + "\n", + " def is_featurized(self):\n", + " return self.g is not None\n", + "\n", + " def erase_annotation(self):\n", + " if 'y' in self.metadata:\n", + " self.y = None\n", + " return self" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a9bf8de4-f324-4ff8-853f-318a28ec33e1", + "metadata": {}, + "outputs": [], + "source": [ + "m = Molecule(\n", + " smiles='NCCc1ccc(O)c(O)c1',\n", + " metadata = {'y': 0.0}\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "055fcaec-75d7-4acc-ae36-d534d346676e", + "metadata": {}, + "outputs": [], + "source": [ + "m.g" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 5f10de1233f0e8882064976559b7962fb2308f3b Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 15 Feb 2022 18:44:40 -0500 Subject: [PATCH 11/96] Generalized the Point object into a Molecule object. --- malt/molecule.py | 62 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 62 insertions(+) create mode 100644 malt/molecule.py diff --git a/malt/molecule.py b/malt/molecule.py new file mode 100644 index 0000000..6d61fb0 --- /dev/null +++ b/malt/molecule.py @@ -0,0 +1,62 @@ +# ============================================================================= +# IMPORTS +# ============================================================================= +import torch +import abc +from . import utility_functions +from .data.dataset import Dataset + +# ============================================================================= +# BASE CLASSES +# ============================================================================= +class Policy(torch.nn.Module, abc.ABC): + """ Base class for policy. """ + + def __init__(self): + super(Policy, self).__init__() + + @abc.abstractmethod + def forward( + self, distribution: torch.distributions.Distribution + ) -> torch.Tensor: + """Provide the indices to acquire. + + Parameters + ---------- + points : Dataset + A list of points to predict. + + Returns + ------- + torch.Tensor + Ranked indices. + + """ + raise NotImplementedError + + +# ============================================================================= +# MODULE CLASSES +# ============================================================================= +class Greedy(Policy): + """ Greedy policy. """ + + def __init__( + self, + utility_function=utility_functions.expected_improvement, + acquisition_size: int = 1, + ): + super(Greedy, self).__init__() + self.utility_function = utility_function + self.acquisition_size = acquisition_size + + def forward( + self, distribution: torch.distributions.Distribution + ) -> torch.Tensor: + score = self.utility_function(distribution) + _, idxs = torch.topk( + score, + self.acquisition_size, + dim=0, + ) + return idxs From 2026f217da7feff50f3007f7c8fa2138794f0522 Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 15 Feb 2022 20:02:53 -0500 Subject: [PATCH 12/96] Generalizing the Molecule, adding slicing, enforcing values of same length. --- malt/molecule.py | 186 ++++++++++++++++++++++++++++++++++++----------- 1 file changed, 142 insertions(+), 44 deletions(-) diff --git a/malt/molecule.py b/malt/molecule.py index 6d61fb0..45c72d2 100644 --- a/malt/molecule.py +++ b/malt/molecule.py @@ -1,62 +1,160 @@ # ============================================================================= # IMPORTS # ============================================================================= +from typing import Union +import functools +import dgl import torch -import abc -from . import utility_functions -from .data.dataset import Dataset +from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer # ============================================================================= -# BASE CLASSES +# MODULE FUNCTIONS # ============================================================================= -class Policy(torch.nn.Module, abc.ABC): - """ Base class for policy. """ - def __init__(self): - super(Policy, self).__init__() +def validate_metadata(metadata): + if not metadata: + return metadata + else: + metadata_values = iter(metadata.values()) + length = len(next(metadata_values)) + if all(len(v) == length for v in metadata_values): + return metadata + else: + raise RuntimeError('Length of values in `metadata` do not match.') - @abc.abstractmethod - def forward( - self, distribution: torch.distributions.Distribution - ) -> torch.Tensor: - """Provide the indices to acquire. - Parameters - ---------- - points : Dataset - A list of points to predict. +# ============================================================================= +# MODULE CLASSES +# ============================================================================= +class Molecule(object): + """ Models information associated with a molecule. - Returns - ------- - torch.Tensor - Ranked indices. + Parameters + ---------- + smiles : str + SMILES of the molecule. - """ - raise NotImplementedError + g : dgl.DGLGraph or None, default=None + The DGL graph of the molecule. + metadata : dict, default={} + Metadata associated with the compound -# ============================================================================= -# MODULE CLASSES -# ============================================================================= -class Greedy(Policy): - """ Greedy policy. """ + featurizer : callable, default=CanonicalAtomFeaturizer( + atom_data_field='feat') + The function which maps the SMILES string to a DGL graph. + + Methods + ------- + featurize() + Convert the SMILES string to a graph if there isn't one. + + """ def __init__( self, - utility_function=utility_functions.expected_improvement, - acquisition_size: int = 1, - ): - super(Greedy, self).__init__() - self.utility_function = utility_function - self.acquisition_size = acquisition_size - - def forward( - self, distribution: torch.distributions.Distribution - ) -> torch.Tensor: - score = self.utility_function(distribution) - _, idxs = torch.topk( - score, - self.acquisition_size, - dim=0, + smiles: str, + g: Union[dgl.DGLGraph, None] = None, + metadata: dict = {}, + featurizer: callable = functools.partial( + smiles_to_bigraph, + node_featurizer=CanonicalAtomFeaturizer(atom_data_field="h"), + ), + ) -> None: + self.smiles = smiles + self.g = g + self.metadata = validate_metadata(metadata) + self.featurizer = featurizer + + def __repr__(self): + return self.smiles + + def __eq__(self, other): + return ( + self.g == other.g + and self.y == other.y + and self.extra == other.extra ) - return idxs + + def __getattr__(self, name): + if name not in self.metadata: + raise RuntimeError( + f'`{name}` is not associated with this Molecule.' + ) + return self.metadata[name] + + def __add__(self, other): + if self.smiles != other.smiles: + raise RuntimeError( + f'SMILES must match; `{other.smiles}` != `{self.smiles}`.' + ) + else: + for key in other.metadata: + if key not in self.metadata: + raise RuntimeError( + f'All keys must match; `{key}` not associated with "{self.smiles}"' + ) + else: + self.metadata[key] += other.metadata[key] + return self + + # def __len__(self, + + def __getitem__(self, idx): + if not self.metadata: + raise RuntimeError("No data associated with Molecule.") + if isinstance(idx, int): + return self.__class__( + smiles = self.smiles, + g = self.g, + metadata = {k: [v[idx]] for k, v in self.metadata.items()} + ) + elif isinstance(idx, torch.Tensor): + idx = idx.detach().flatten().cpu().numpy().tolist() + + if isinstance(idx, list): + return self.__class__( + smiles = self.smiles, + g = self.g, + metadata = { + k: list(map(v.__getitem__, idx)) + for k, v in self.metadata.items() + } + ) + + elif isinstance(idx, slice): + return self.__class__( + smiles = self.smiles, + g = self.g, + metadata = {k: v[idx] for k, v in self.metadata.items()} + ) + + else: + raise RuntimeError("The slice is not recognized.") + + return self.__class__(points=self.points[idx]) + + def featurize(self): + """Featurize the SMILES string to get the graph. + + Returns + ------- + dgl.DGLGraph : The resulting graph. + + """ + # if there is already a graph, raise an error + if self.is_featurized(): + raise RuntimeError("Point is already featurized.") + + # featurize + self.g = self.featurizer(self.smiles) + + return self + + def is_featurized(self): + return self.g is not None + + def erase_annotation(self): + if 'y' in self.metadata: + self.y = None + return self \ No newline at end of file From 4b104d1ccbf3ba32ab32895f1ac8e6580abba2c5 Mon Sep 17 00:00:00 2001 From: miretchin Date: Wed, 16 Feb 2022 12:08:32 -0500 Subject: [PATCH 13/96] Made Molecule base class less opinionated. Just accepts a dictionary and that's all. --- malt/molecule.py | 62 ++++++++++++++++------------------- malt/point.py | 85 ------------------------------------------------ 2 files changed, 28 insertions(+), 119 deletions(-) delete mode 100644 malt/point.py diff --git a/malt/molecule.py b/malt/molecule.py index 45c72d2..29fdda4 100644 --- a/malt/molecule.py +++ b/malt/molecule.py @@ -63,18 +63,25 @@ def __init__( ) -> None: self.smiles = smiles self.g = g - self.metadata = validate_metadata(metadata) + self.metadata = metadata self.featurizer = featurizer def __repr__(self): return self.smiles def __eq__(self, other): - return ( - self.g == other.g - and self.y == other.y - and self.extra == other.extra - ) + graphs_match = self.g == other.g + try: + return ( + graphs_match + and self.metadata == other.metadata + ) + + except RuntimeError: + return graphs_match and all( + torch.equal(v, other.metadata[k]) + for k, v in self.metadata.items() + ) def __getattr__(self, name): if name not in self.metadata: @@ -98,41 +105,28 @@ def __add__(self, other): self.metadata[key] += other.metadata[key] return self - # def __len__(self, - + def __len__(self): + return len(next(iter(self.metadata.values()))) + def __getitem__(self, idx): if not self.metadata: raise RuntimeError("No data associated with Molecule.") - if isinstance(idx, int): - return self.__class__( - smiles = self.smiles, - g = self.g, - metadata = {k: [v[idx]] for k, v in self.metadata.items()} - ) - elif isinstance(idx, torch.Tensor): + if isinstance(idx, torch.Tensor): idx = idx.detach().flatten().cpu().numpy().tolist() - if isinstance(idx, list): - return self.__class__( - smiles = self.smiles, - g = self.g, - metadata = { - k: list(map(v.__getitem__, idx)) - for k, v in self.metadata.items() - } - ) - + metadata = {k: list(map(v.__getitem__, idx)) + for k, v in self.metadata.items()} + if isinstance(idx, int): + metadata = {k: [v[idx]] for k, v in self.metadata.items()} elif isinstance(idx, slice): - return self.__class__( - smiles = self.smiles, - g = self.g, - metadata = {k: v[idx] for k, v in self.metadata.items()} - ) - + metadata = {k: v[idx] for k, v in self.metadata.items()} else: raise RuntimeError("The slice is not recognized.") - - return self.__class__(points=self.points[idx]) + return self.__class__( + smiles = self.smiles, + g = self.g, + metadata = metadata + ) def featurize(self): """Featurize the SMILES string to get the graph. @@ -157,4 +151,4 @@ def is_featurized(self): def erase_annotation(self): if 'y' in self.metadata: self.y = None - return self \ No newline at end of file + return sel \ No newline at end of file diff --git a/malt/point.py b/malt/point.py deleted file mode 100644 index 2ebf702..0000000 --- a/malt/point.py +++ /dev/null @@ -1,85 +0,0 @@ -# ============================================================================= -# IMPORTS -# ============================================================================= -from typing import Union -import functools -import dgl -from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer - -# ============================================================================= -# MODULE CLASSES -# ============================================================================= -class Point(object): - """ Models a datapoint. - - Parameters - ---------- - smiles : str - SMILES of the molecule. - - g : dgl.DGLGraph or None, default=None - The DGL graph of the molecule. - - y : float or None, default=None - The measurement. - - extra : dict, default={} - The extra data. - - featurizer : callable, default=CanonicalAtomFeaturizer( - atom_data_field='feat') - The function which maps the SMILES string to a DGL graph. - - Methods - ------- - featurize() - Convert the SMILES string to a graph if there isn't one. - - """ - - def __init__( - self, - smiles: str, - g: Union[dgl.DGLGraph, None] = None, - y: Union[float, None] = None, - extra: dict = {}, - featurizer: callable = functools.partial( - smiles_to_bigraph, - node_featurizer=CanonicalAtomFeaturizer(atom_data_field="h"), - ), - ) -> None: - self.smiles = smiles - self.g = g - self.y = y - self.extra = extra - self.featurizer = featurizer - - def __repr__(self): - return self.smiles - - def __eq__(self, other): - return self.g == other.g and self.y == other.y and self.extra == other.extra - - def featurize(self): - """Featurize the SMILES string to get the graph. - - Returns - ------- - dgl.DGLGraph : The resulting graph. - - """ - # if there is already a graph, raise an error - if self.is_featurized(): - raise RuntimeError("Point is already featurized.") - - # featurize - self.g = self.featurizer(self.smiles) - - return self - - def is_featurized(self): - return self.g is not None - - def erase_annotation(self): - self.y = None - return self From 22de00aa182dc09fa29211e3b3a6b00b66d3ccdb Mon Sep 17 00:00:00 2001 From: miretchin Date: Wed, 16 Feb 2022 18:37:56 -0500 Subject: [PATCH 14/96] Further generalize the Molecule base class. --- malt/data/dataset.py | 2 +- malt/molecule.py | 22 +++------------------- 2 files changed, 4 insertions(+), 20 deletions(-) diff --git a/malt/data/dataset.py b/malt/data/dataset.py index d700463..4470a23 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -10,7 +10,7 @@ # MODULE CLASSES # ============================================================================= class Dataset(torch.utils.data.Dataset): - """A collection of Points with functionalities to be compatible with + """A collection of Molecules with functionalities to be compatible with training and optimization. Parameters diff --git a/malt/molecule.py b/malt/molecule.py index 29fdda4..08e9992 100644 --- a/malt/molecule.py +++ b/malt/molecule.py @@ -70,18 +70,10 @@ def __repr__(self): return self.smiles def __eq__(self, other): - graphs_match = self.g == other.g - try: return ( - graphs_match + self.g == other.g and self.metadata == other.metadata ) - - except RuntimeError: - return graphs_match and all( - torch.equal(v, other.metadata[k]) - for k, v in self.metadata.items() - ) def __getattr__(self, name): if name not in self.metadata: @@ -104,10 +96,7 @@ def __add__(self, other): else: self.metadata[key] += other.metadata[key] return self - - def __len__(self): - return len(next(iter(self.metadata.values()))) - + def __getitem__(self, idx): if not self.metadata: raise RuntimeError("No data associated with Molecule.") @@ -146,9 +135,4 @@ def featurize(self): return self def is_featurized(self): - return self.g is not None - - def erase_annotation(self): - if 'y' in self.metadata: - self.y = None - return sel \ No newline at end of file + return self.g is not None \ No newline at end of file From 8a116aba4c4a62f5fc4d46389688cbaaa641c0a2 Mon Sep 17 00:00:00 2001 From: miretchin Date: Thu, 17 Feb 2022 09:53:09 -0500 Subject: [PATCH 15/96] Fixed batch to work with new Molecule class. --- malt/__init__.py | 4 +- malt/data/collections.py | 2 +- malt/data/dataset.py | 206 +++++++++++++++++++-------------------- malt/molecule.py | 88 ++++++----------- 4 files changed, 132 insertions(+), 168 deletions(-) diff --git a/malt/__init__.py b/malt/__init__.py index f5c69a9..2fec430 100644 --- a/malt/__init__.py +++ b/malt/__init__.py @@ -1,3 +1,3 @@ -from . import data, models, point, trainer, policy, agents, metrics, utils -from .point import Point +from . import data, models, molecule, trainer, policy, agents, metrics, utils +from .molecule import Molecule from .data.dataset import Dataset diff --git a/malt/data/collections.py b/malt/data/collections.py index e73aff9..5848bc1 100644 --- a/malt/data/collections.py +++ b/malt/data/collections.py @@ -3,7 +3,7 @@ # ============================================================================= import dgllife from malt.data.dataset import Dataset -from malt.point import Point +from malt.molecule import Molecule import copy # ============================================================================= diff --git a/malt/data/dataset.py b/malt/data/dataset.py index 4470a23..692c236 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -4,7 +4,7 @@ import torch import dgl from typing import Union, Iterable -from malt.point import Point +from malt.molecule import Molecule # ============================================================================= # MODULE CLASSES @@ -15,13 +15,13 @@ class Dataset(torch.utils.data.Dataset): Parameters ---------- - points : List[Point] - A list of points. + molecules : List[molecule] + A list of molecules. Methods ------- - featurize(points) - Featurize all points in the dataset. + featurize(molecules) + Featurize all molecules in the dataset. view() Generate a torch.utils.data.DataLoader from this Dataset. @@ -30,20 +30,16 @@ class Dataset(torch.utils.data.Dataset): _lookup = None _extra = None - def __init__(self, points=[]) -> None: + def __init__(self, molecules=[]) -> None: super(Dataset, self).__init__() - assert all(isinstance(point, Point) for point in points) - self.points = points + assert all(isinstance(molecule, Molecule) for molecule in molecules) + self.molecules = molecules def __repr__(self): - return "%s with %s points" % (self.__class__.__name__, len(self)) + return "%s with %s molecules" % (self.__class__.__name__, len(self)) def _construct_lookup(self): - from collections import defaultdict - self._lookup = defaultdict(list) - for point in self.points: - self._lookup[point.smiles].append(point) - self._lookup = dict(self._lookup) + self._lookup = {mol.smiles: mol for mol in molecules} @property def lookup(self): @@ -51,51 +47,69 @@ def lookup(self): self._construct_lookup() return self._lookup - def __contains__(self, point): - return point.smiles in self.lookup + def __contains__(self, molecule): + return molecule.smiles in self.lookup def apply(self, function): - self.points = [function(point) for point in self.points] + self.molecules = [function(molecule) for molecule in self.molecules] return self - def __eq__(self, points): - if not isinstance(points, self.__class__): + def __eq__(self, other): + if not isinstance(other, self.__class__): return False - return self.points == points.points + return self.molecules == other.molecules def __len__(self): - if self.points is None: + if self.molecules is None: return 0 - return len(self.points) + return len(self.molecules) + + # def __getitem__(self, idx): + # if not self.metadata: + # raise RuntimeError("No data associated with Molecule.") + # if isinstance(idx, torch.Tensor): + # idx = idx.detach().flatten().cpu().numpy().tolist() + # if isinstance(idx, list): + # metadata = {k: list(map(v.__getitem__, idx)) + # for k, v in self.metadata.items()} + # if isinstance(idx, int): + # metadata = {k: [v[idx]] for k, v in self.metadata.items()} + # elif isinstance(idx, slice): + # metadata = {k: v[idx] for k, v in self.metadata.items()} + # else: + # raise RuntimeError("The slice is not recognized.") + # return self.__class__( + # smiles = self.smiles, + # g = self.g, + # metadata = metadata + # ) + def __getitem__(self, idx): - if self.points is None: + if self.molecules is None: raise RuntimeError("Empty Portfolio.") if isinstance(idx, int): - return self.points[idx] + return self.molecules[idx] elif isinstance(idx, str): - return self.__class__(points=self.lookup[idx]) - elif isinstance(idx, Point): + return self.__class__(molecules=self.lookup[idx]) + elif isinstance(idx, Molecule): return self.lookup[idx.smiles] elif isinstance(idx, torch.Tensor): idx = idx.detach().flatten().cpu().numpy().tolist() - if isinstance(idx, list): - return self.__class__(points=[self.points[_idx] for _idx in idx]) - + return self.__class__(molecules=[self.molecules[_idx] for _idx in idx]) elif isinstance(idx, slice): - return self.__class__(points=self.points[idx]) - + return self.__class__(molecules=self.molecules[idx]) else: raise RuntimeError("The slice is not recognized.") - return self.__class__(points=self.points[idx]) + return self.__class__(molecules=self.molecules[idx]) def shuffle(self, seed=None): import random if seed is not None: random.seed(seed) - random.shuffle(self.points) + random.shuffle(self.molecules) return self @@ -115,64 +129,64 @@ def split(self, partition): return ds - def __add__(self, points): + def __add__(self, molecules): """ Combine two datasets. """ - if isinstance(points, list): - return self.__class__(points=self.points + points) + if isinstance(molecules, list): + return self.__class__(molecules=self.molecules + molecules) - elif isinstance(points, Dataset): - return self.__class__(points=self.points + points.points) + elif isinstance(molecules, Dataset): + return self.__class__(molecules=self.molecules + molecules.molecules) else: raise RuntimeError("Addition only supports list and Dataset.") - def __sub__(self, points): - if isinstance(points, list): - points = self.__class__(points) + def __sub__(self, molecules): + if isinstance(molecules, list): + molecules = self.__class__(molecules) return self.__class__( [ - point - for point in self.points - if point.smiles not in points.lookup + molecule + for molecule in self.molecules + if molecule.smiles not in molecules.lookup ] ) def __iter__(self): - return iter(self.points) + return iter(self.molecules) - def append(self, point): - """Append a point to the dataset. + def append(self, molecule): + """Append a molecule to the dataset. Parameters ---------- - point : Point - The data point to be appended. + molecule : molecule + The data molecule to be appended. """ - self.points.append(point) + self.molecules.append(molecule) return self def featurize_all(self): - """ Featurize all points in dataset. """ - for point in self.points: - if not point.is_featurized(): - point.featurize() + """ Featurize all molecules in dataset. """ + for molecule in self.molecules: + if not molecule.is_featurized(): + molecule.featurize() return self @property def y(self): - return [point.y for point in self.points] + return [molecule.y for molecule in self.molecules] @property def smiles(self): - return [point.smiles for point in self.points] + return [molecule.smiles for molecule in self.molecules] def _construct_extra(self): from collections import defaultdict self._extra = defaultdict(list) - for point in self.points: - for key, value in point.extra.items(): + for molecule in self.molecules: + for key, value in molecule.extra.items(): self._extra[key].append(value) self._extra = dict(self._extra) @@ -182,13 +196,15 @@ def extra(self): self._construct_extra() return self._extra - def batch(self, points=None, by=['g', 'y']): - """Batches points by provided keys. + def batch(self, molecules=None, assay=None, by=['g', 'y']): + """Batches molecules by provided keys. Parameters ---------- - points : list of Points - Defaults to all points in Dataset if none provided. + molecules : list of molecules + Defaults to all molecules in Dataset if none provided. + assay : Union[None, str] + Batch data from molecules using key provided to filter metadata. by : Union[Iterable, str] Attributes of class on which to batch. @@ -198,36 +214,30 @@ def batch(self, points=None, by=['g', 'y']): Batched data, in order of keys passed in `by` argument. """ - from collections import defaultdict ret = defaultdict(list) - if points is None: - points = self.points + if molecules is None: + molecules = self.molecules # guarantee keys are a list by = [by] if isinstance(by, str) else by - # loop through points - for point in points: + # loop through molecules + for molecule in molecules: + for key in by: if key is 'g': # featurize graphs - if not point.is_featurized(): - point.featurize() - ret['g'].append(point.g) - - elif key is 'y': - if point.y is None: - raise RuntimeError( - 'No targets associated with data.' - ) - ret['y'].append(point.y) - + if not molecule.is_featurized(): + molecule.featurize() + ret['g'].append(molecule.g) + else: - if key not in point.extra: - raise RuntimeError(f'`{key}` not found in `extra`') - ret[key].append(point.extra[key]) + for record in molecule[assay]: + if key not in record: + raise RuntimeError(f'`{key}` not found in `metadata`') + ret[key].append(record[key]) # collate batches for key in by: @@ -255,19 +265,19 @@ def batch_all_g(self): ) def erase_annotation(self): - for point in self.points: - point.erase_annotation() + for molecule in self.molecules: + molecule.erase_annotation() return self def clone(self): """ Return a copy of self. """ import copy - return self.__class__(copy.deepcopy(self.points)) + return self.__class__(copy.deepcopy(self.molecules)) def view( self, collate_fn: Union[callable, str] = batch, - group: Union[None, str] = None, + assay: Union[None, str] = None, by: Union[Iterable, str] = ['g', 'y'], *args, **kwargs, @@ -277,9 +287,9 @@ def view( Parameters ---------- collate_fn : None or callable - The function to gather data points. - group : Union[None, str] - If a group is provided (e.g., 'smiles'), batches data by SMILES groupings. + The function to gather data molecules. + assay : Union[None, str] + Batch data from molecules using key provided to filter metadata. by : Union[Iterable, str] @@ -291,28 +301,12 @@ def view( """ from functools import partial - def _get_smiles_batch_indices(): - import numpy as np - cumul_data = np.cumsum([ - len(v) for v in self.lookup.values() - ]) - return np.split( - np.arange(len(self)), - indices_or_sections=cumul_data[:-1], - ) - # provide default collate function collate_fn = self.batch - if group == 'smiles': - batch_sampler = _get_smiles_batch_indices() - elif group is None: - batch_sampler = None - return torch.utils.data.DataLoader( - dataset=self.points, - collate_fn=partial(collate_fn, by=by), - batch_sampler=batch_sampler, + dataset=self.molecules, + collate_fn=partial(collate_fn, by=by, assay=assay), *args, **kwargs, ) \ No newline at end of file diff --git a/malt/molecule.py b/malt/molecule.py index 08e9992..c7faa6d 100644 --- a/malt/molecule.py +++ b/malt/molecule.py @@ -7,22 +7,6 @@ import torch from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer -# ============================================================================= -# MODULE FUNCTIONS -# ============================================================================= - -def validate_metadata(metadata): - if not metadata: - return metadata - else: - metadata_values = iter(metadata.values()) - length = len(next(metadata_values)) - if all(len(v) == length for v in metadata_values): - return metadata - else: - raise RuntimeError('Length of values in `metadata` do not match.') - - # ============================================================================= # MODULE CLASSES # ============================================================================= @@ -74,48 +58,6 @@ def __eq__(self, other): self.g == other.g and self.metadata == other.metadata ) - - def __getattr__(self, name): - if name not in self.metadata: - raise RuntimeError( - f'`{name}` is not associated with this Molecule.' - ) - return self.metadata[name] - - def __add__(self, other): - if self.smiles != other.smiles: - raise RuntimeError( - f'SMILES must match; `{other.smiles}` != `{self.smiles}`.' - ) - else: - for key in other.metadata: - if key not in self.metadata: - raise RuntimeError( - f'All keys must match; `{key}` not associated with "{self.smiles}"' - ) - else: - self.metadata[key] += other.metadata[key] - return self - - def __getitem__(self, idx): - if not self.metadata: - raise RuntimeError("No data associated with Molecule.") - if isinstance(idx, torch.Tensor): - idx = idx.detach().flatten().cpu().numpy().tolist() - if isinstance(idx, list): - metadata = {k: list(map(v.__getitem__, idx)) - for k, v in self.metadata.items()} - if isinstance(idx, int): - metadata = {k: [v[idx]] for k, v in self.metadata.items()} - elif isinstance(idx, slice): - metadata = {k: v[idx] for k, v in self.metadata.items()} - else: - raise RuntimeError("The slice is not recognized.") - return self.__class__( - smiles = self.smiles, - g = self.g, - metadata = metadata - ) def featurize(self): """Featurize the SMILES string to get the graph. @@ -135,4 +77,32 @@ def featurize(self): return self def is_featurized(self): - return self.g is not None \ No newline at end of file + return self.g is not None + + def __getitem__(self, idx): + if not self.metadata: + raise RuntimeError("No data associated with Molecule.") + elif isinstance(idx, str): + return self.metadata[idx] + elif idx is None and len(self.metadata) == 1: + return list(self.metadata.values())[0] + else: + raise NotImplementedError + + def __contains__(self, key): + if not self.metadata: + raise RuntimeError("No data associated with Molecule.") + return key in self.metadata + + def __add__(self, other): + if self.smiles != other.smiles: + raise RuntimeError( + f'SMILES must match; `{other.smiles}` != `{self.smiles}`.' + ) + else: + for key in other.metadata: + if key not in self.metadata: + self.metadata[key] = other.metadata[key] + else: + self.metadata[key] += other.metadata[key] + return self \ No newline at end of file From 85cb907153cfe5cbc9576c299ee66e5fd9e2fdca Mon Sep 17 00:00:00 2001 From: miretchin Date: Thu, 17 Feb 2022 09:55:54 -0500 Subject: [PATCH 16/96] Removed the commented out __getitem__ that was old. --- malt/data/dataset.py | 21 --------------------- 1 file changed, 21 deletions(-) diff --git a/malt/data/dataset.py b/malt/data/dataset.py index 692c236..fa49a33 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -64,27 +64,6 @@ def __len__(self): return 0 return len(self.molecules) - # def __getitem__(self, idx): - # if not self.metadata: - # raise RuntimeError("No data associated with Molecule.") - # if isinstance(idx, torch.Tensor): - # idx = idx.detach().flatten().cpu().numpy().tolist() - # if isinstance(idx, list): - # metadata = {k: list(map(v.__getitem__, idx)) - # for k, v in self.metadata.items()} - # if isinstance(idx, int): - # metadata = {k: [v[idx]] for k, v in self.metadata.items()} - # elif isinstance(idx, slice): - # metadata = {k: v[idx] for k, v in self.metadata.items()} - # else: - # raise RuntimeError("The slice is not recognized.") - # return self.__class__( - # smiles = self.smiles, - # g = self.g, - # metadata = metadata - # ) - - def __getitem__(self, idx): if self.molecules is None: raise RuntimeError("Empty Portfolio.") From a0076c7a001e3b1ae4ce5e1486dff58aad07610a Mon Sep 17 00:00:00 2001 From: miretchin Date: Thu, 17 Feb 2022 11:26:27 -0500 Subject: [PATCH 17/96] Generalized dataset to handle either a Molecule or AssayedMolecule (only difference is the batching function, which comes from malt.data.utils. --- malt/__init__.py | 2 +- malt/data/dataset.py | 45 +++++++++------------------ malt/data/utils.py | 26 ++++++++++++++++ malt/molecule.py | 73 +++++++++++++++++++++++++++++++++++++------- 4 files changed, 103 insertions(+), 43 deletions(-) create mode 100644 malt/data/utils.py diff --git a/malt/__init__.py b/malt/__init__.py index 2fec430..006ee72 100644 --- a/malt/__init__.py +++ b/malt/__init__.py @@ -1,3 +1,3 @@ from . import data, models, molecule, trainer, policy, agents, metrics, utils -from .molecule import Molecule +from .molecule import Molecule, AssayedMolecule from .data.dataset import Dataset diff --git a/malt/data/dataset.py b/malt/data/dataset.py index fa49a33..d685504 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -1,10 +1,10 @@ # ============================================================================= # IMPORTS # ============================================================================= -import torch import dgl +import malt +import torch from typing import Union, Iterable -from malt.molecule import Molecule # ============================================================================= # MODULE CLASSES @@ -15,8 +15,8 @@ class Dataset(torch.utils.data.Dataset): Parameters ---------- - molecules : List[molecule] - A list of molecules. + molecules : List[malt.Molecule] + A list of Molecules. Methods ------- @@ -153,39 +153,24 @@ def featurize_all(self): return self - @property - def y(self): - return [molecule.y for molecule in self.molecules] - @property def smiles(self): return [molecule.smiles for molecule in self.molecules] - def _construct_extra(self): - from collections import defaultdict - self._extra = defaultdict(list) - for molecule in self.molecules: - for key, value in molecule.extra.items(): - self._extra[key].append(value) - self._extra = dict(self._extra) - - @property - def extra(self): - if self._extra is None: - self._construct_extra() - return self._extra - - def batch(self, molecules=None, assay=None, by=['g', 'y']): - """Batches molecules by provided keys. + def batch( + self, molecules=None, by=['g', 'y'], assay=None, + batch_metadata=malt.data.utils.batch_metadata + ): + """ Batches molecules by provided keys. Parameters ---------- molecules : list of molecules Defaults to all molecules in Dataset if none provided. assay : Union[None, str] - Batch data from molecules using key provided to filter metadata. + Filter metadata using assay key. by : Union[Iterable, str] - Attributes of class on which to batch. + Attributes of molecule on which to batch. Returns ------- @@ -211,12 +196,10 @@ def batch(self, molecules=None, assay=None, by=['g', 'y']): if not molecule.is_featurized(): molecule.featurize() ret['g'].append(molecule.g) - + else: - for record in molecule[assay]: - if key not in record: - raise RuntimeError(f'`{key}` not found in `metadata`') - ret[key].append(record[key]) + m = batch_metadata(molecule, assay, key) + ret[key].extend(m) # collate batches for key in by: diff --git a/malt/data/utils.py b/malt/data/utils.py new file mode 100644 index 0000000..fe1d7df --- /dev/null +++ b/malt/data/utils.py @@ -0,0 +1,26 @@ +# ============================================================================= +# MODULE FUNCTIONS +# ============================================================================= + +def batch_metadata(molecule, assay, key): + """ Batches metadata from AssayedMolecule. + + Parameters + ---------- + molecule : malt.Molecule + assay : Union[None, str] + Filter metadata using assay key. + key : str + Attribute of class on which to batch. + + Returns + ------- + meta : list + Elements are metadata from assay. + """ + meta = [] + for record in molecule[assay]: + if key not in record: + raise RuntimeError(f'`{key}` not found in `metadata`') + meta.append(record[key]) + return meta \ No newline at end of file diff --git a/malt/molecule.py b/malt/molecule.py index c7faa6d..1dd25d0 100644 --- a/malt/molecule.py +++ b/malt/molecule.py @@ -1,7 +1,7 @@ # ============================================================================= # IMPORTS # ============================================================================= -from typing import Union +from typing import Union, Any import functools import dgl import torch @@ -21,8 +21,8 @@ class Molecule(object): g : dgl.DGLGraph or None, default=None The DGL graph of the molecule. - metadata : dict, default={} - Metadata associated with the compound + metadata : Any + Metadata associated with the molecule. featurizer : callable, default=CanonicalAtomFeaturizer( atom_data_field='feat') @@ -34,12 +34,11 @@ class Molecule(object): Convert the SMILES string to a graph if there isn't one. """ - def __init__( self, smiles: str, g: Union[dgl.DGLGraph, None] = None, - metadata: dict = {}, + metadata: Any = None, featurizer: callable = functools.partial( smiles_to_bigraph, node_featurizer=CanonicalAtomFeaturizer(atom_data_field="h"), @@ -53,12 +52,6 @@ def __init__( def __repr__(self): return self.smiles - def __eq__(self, other): - return ( - self.g == other.g - and self.metadata == other.metadata - ) - def featurize(self): """Featurize the SMILES string to get the graph. @@ -79,6 +72,60 @@ def featurize(self): def is_featurized(self): return self.g is not None + def erase_annotation(self): + self.metadata = None + return self + + +class AssayedMolecule(Molecule): + """ Models information associated with a molecule. + + Parameters + ---------- + smiles : str + SMILES of the molecule. + + g : dgl.DGLGraph or None, default=None + The DGL graph of the molecule. + + metadata : dict, default={} + Metadata from assays associated with the molecule. + + featurizer : callable, default=CanonicalAtomFeaturizer( + atom_data_field='feat') + The function which maps the SMILES string to a DGL graph. + + Methods + ------- + featurize() + Convert the SMILES string to a graph if there isn't one. + + """ + + def __init__( + self, + smiles: str, + g: Union[dgl.DGLGraph, None] = None, + metadata: dict = {}, + featurizer: callable = functools.partial( + smiles_to_bigraph, + node_featurizer=CanonicalAtomFeaturizer(atom_data_field="h"), + ), + ) -> None: + + super(AssayedMolecule, self).__init__( + smiles = smiles, + g = g, + metadata = metadata, + featurizer = featurizer + ) + + def __eq__(self, other): + return ( + self.g == other.g + and self.metadata == other.metadata + ) + def __getitem__(self, idx): if not self.metadata: raise RuntimeError("No data associated with Molecule.") @@ -105,4 +152,8 @@ def __add__(self, other): self.metadata[key] = other.metadata[key] else: self.metadata[key] += other.metadata[key] + return self + + def erase_annotation(self): + self.metadata = {} return self \ No newline at end of file From 1d9f867c92c724c22316d9bf1866836122e1f56a Mon Sep 17 00:00:00 2001 From: miretchin Date: Fri, 18 Feb 2022 01:54:22 -0500 Subject: [PATCH 18/96] Added tests that pass. --- malt/data/__init__.py | 2 +- malt/data/dataset.py | 40 ++++---- malt/data/tests/test_dataset.py | 70 ++++++++----- malt/data/tests/test_molecule.py | 169 +++++++++++++++++++++++++++++++ malt/data/utils.py | 32 +++++- malt/molecule.py | 12 ++- 6 files changed, 278 insertions(+), 47 deletions(-) create mode 100644 malt/data/tests/test_molecule.py diff --git a/malt/data/__init__.py b/malt/data/__init__.py index 2555edf..5299ae4 100644 --- a/malt/data/__init__.py +++ b/malt/data/__init__.py @@ -1 +1 @@ -from . import dataset, collections +from . import dataset, collections, utils \ No newline at end of file diff --git a/malt/data/dataset.py b/malt/data/dataset.py index d685504..0b6ab03 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -4,6 +4,8 @@ import dgl import malt import torch +from malt.molecule import Molecule +from malt.data.utils import collate_metadata, collate_metadata_assays from typing import Union, Iterable # ============================================================================= @@ -39,7 +41,7 @@ def __repr__(self): return "%s with %s molecules" % (self.__class__.__name__, len(self)) def _construct_lookup(self): - self._lookup = {mol.smiles: mol for mol in molecules} + self._lookup = {mol.smiles: mol for mol in self.molecules} @property def lookup(self): @@ -157,9 +159,10 @@ def featurize_all(self): def smiles(self): return [molecule.smiles for molecule in self.molecules] - def batch( - self, molecules=None, by=['g', 'y'], assay=None, - batch_metadata=malt.data.utils.batch_metadata + @staticmethod + def _batch( + molecules=None, by=['g', 'y'], assay=None, + batch_meta=collate_metadata ): """ Batches molecules by provided keys. @@ -181,9 +184,6 @@ def batch( from collections import defaultdict ret = defaultdict(list) - if molecules is None: - molecules = self.molecules - # guarantee keys are a list by = [by] if isinstance(by, str) else by @@ -198,7 +198,7 @@ def batch( ret['g'].append(molecule.g) else: - m = batch_metadata(molecule, assay, key) + m = batch_meta(molecule, key, assay=assay) ret[key].extend(m) # collate batches @@ -216,14 +216,14 @@ def batch( return ret + def batch(self, **kwargs): + return self._batch(molecules=self.molecules, **kwargs) + + def batch_all_g(self): - return next( - iter( - self.view( - by='g', - batch_size=len(self) - ) - ) + return self.batch( + by='g', + batch_size=len(self) ) def erase_annotation(self): @@ -241,6 +241,7 @@ def view( collate_fn: Union[callable, str] = batch, assay: Union[None, str] = None, by: Union[Iterable, str] = ['g', 'y'], + batch_meta: callable = collate_metadata, *args, **kwargs, ): @@ -264,11 +265,16 @@ def view( from functools import partial # provide default collate function - collate_fn = self.batch + collate_fn = self._batch return torch.utils.data.DataLoader( dataset=self.molecules, - collate_fn=partial(collate_fn, by=by, assay=assay), + collate_fn=partial( + collate_fn, + by=by, + assay=assay, + batch_meta=batch_meta + ), *args, **kwargs, ) \ No newline at end of file diff --git a/malt/data/tests/test_dataset.py b/malt/data/tests/test_dataset.py index 3ecfc95..24eb8d2 100644 --- a/malt/data/tests/test_dataset.py +++ b/malt/data/tests/test_dataset.py @@ -7,46 +7,46 @@ def test_import(): def test_build_dataset(): from malt.data.dataset import Dataset - from malt.point import Point + from malt.molecule import Molecule - p1 = Point("C") - p2 = Point("CC") - ds = Dataset([p1, p2]) + m1 = Molecule("C") + m2 = Molecule("CC") + ds = Dataset([m1, m2]) assert len(ds) == 2 - assert ds[0] == p1 + assert ds[0] == m1 def test_split_dataset(): from malt.data.dataset import Dataset - from malt.point import Point + from malt.molecule import Molecule - p1 = Point("C") - p2 = Point("CC") - ds = Dataset([p1, p2]) + m1 = Molecule("C") + m2 = Molecule("CC") + ds = Dataset([m1, m2]) ds0, ds1 = ds.split([0.5, 0.5]) assert len(ds0) == 1 assert len(ds1) == 1 def test_dataset_subtraction(): from malt.data.dataset import Dataset - from malt.point import Point + from malt.molecule import Molecule - p0 = Point("C") - p1 = Point("CC") + p0 = Molecule("C") + m1 = Molecule("CC") dataset0 = Dataset([p0]) - dataset1 = Dataset([p0, p1]) + dataset1 = Dataset([p0, m1]) assert len(dataset1 - dataset0) == 1 def test_dataset_view(): import torch import dgl from malt.data.dataset import Dataset - from malt.point import Point + from malt.molecule import Molecule - p1 = Point("C", y=0.0) - p2 = Point("CC", y=0.0) - ds = Dataset([p1, p2]) - _ds = ds.view(batch_size=2) + m1 = Molecule("C", metadata={'y': 0.0}) + m2 = Molecule("CC", metadata={'y': 0.0}) + ds = Dataset([m1, m2]) + _ds = ds.view(batch_size=2, by=['g', 'y']) assert isinstance(_ds, torch.utils.data.DataLoader) g, y = next(iter(_ds)) assert isinstance(g, dgl.DGLGraph) @@ -58,14 +58,38 @@ def test_dataset_view(): def test_dataset_view_batch_of_g(): import dgl from malt.data.dataset import Dataset - from malt.point import Point + from malt.molecule import Molecule - p1 = Point("C", y=0.0) - p2 = Point("CC", y=0.0) - ds = Dataset([p1, p2]) + m1 = Molecule("C", metadata={'y': 0.0}) + m2 = Molecule("CC", metadata={'y': 0.0}) + ds = Dataset([m1, m2]) _ds = ds.view(batch_size=2, collate_fn="batch_of_g") g = next(iter(_ds)) + return type(g) assert isinstance(g, dgl.DGLGraph) assert ( - g.number_of_nodes() == p1.g.number_of_nodes() + p2.g.number_of_nodes() + g.number_of_nodes() == m1.g.number_of_nodes() + m2.g.number_of_nodes() ) + +def test_dataset_with_assayed_molecule_view(): + import torch + import dgl + from malt.data.utils import collate_metadata_assays + from malt.data.dataset import Dataset + from malt.molecule import AssayedMolecule + + m1 = AssayedMolecule("C", metadata={'assay': [{'y': 0.0}]}) + m2 = AssayedMolecule("CC", metadata={'assay': [{'y': 0.0}]}) + ds = Dataset([m1, m2]) + _ds = ds.view( + batch_size=2, + assay='assay', + by=['g', 'y'], + batch_meta=collate_metadata_assays + ) + assert isinstance(_ds, torch.utils.data.DataLoader) + g, y = next(iter(_ds)) + assert isinstance(g, dgl.DGLGraph) + assert isinstance(y, torch.Tensor) + assert y.shape[0] == 2 + assert y.shape[1] == 1 \ No newline at end of file diff --git a/malt/data/tests/test_molecule.py b/malt/data/tests/test_molecule.py new file mode 100644 index 0000000..9d4ebbd --- /dev/null +++ b/malt/data/tests/test_molecule.py @@ -0,0 +1,169 @@ +import pytest + +def test_molecule_import(): + from malt.molecule import Molecule + +def test_molecule(): + from malt.molecule import Molecule + + # make linear alkane + num_carbons = 10 + smiles = "C" * num_carbons + mol = Molecule(smiles) + +def test_assayed_molecule_import(): + from malt.molecule import AssayedMolecule + +def test_assayed_molecule(): + from malt.molecule import AssayedMolecule + + # make linear alkane + num_carbons = 10 + smiles = "C" * num_carbons + metadata = { + 'assay_1': [ + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + ], + 'assay_2': [ + {'k': 32.0}, + {'k': 32.0}, + ] + } + + mol = AssayedMolecule( + smiles=smiles, + metadata=metadata + ) + + +def test_assayed_molecule__add__(): + from malt.molecule import AssayedMolecule + + # make linear alkane + num_carbons = 10 + smiles = "C" * num_carbons + metadata_1 = { + 'assay_1': [ + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + ], + 'assay_2': [ + {'k': 32.0}, + {'k': 32.0}, + ] + } + + metadata_2 = { + 'assay_1': [ + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + ], + } + + + mol_1 = AssayedMolecule( + smiles=smiles, + metadata=metadata_1 + ) + + mol_2 = AssayedMolecule( + smiles=smiles, + metadata=metadata_2 + ) + + mol_3 = mol_1 + mol_2 + + print(mol_3.metadata) + + for assay in mol_1.metadata: + assert assay in mol_3.metadata + + len_1 = len_2 = 0 + if assay in mol_1.metadata: + len_1 = len(mol_1[assay]) + + if assay in mol_2.metadata: + len_2 = len(mol_2[assay]) + + assert len(mol_3[assay]) == len_1 + len_2 + + +def test_assayed_molecule__getitem__(): + from malt.molecule import AssayedMolecule + + # make linear alkane + num_carbons = 10 + smiles = "C" * num_carbons + metadata = { + 'assay_1': [ + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + ], + } + + mol = AssayedMolecule( + smiles=smiles, + metadata=metadata + ) + + assert metadata['assay_1'] == mol['assay_1'] + + +def test_assayed_molecule__contains__(): + from malt.molecule import AssayedMolecule + + # make linear alkane + num_carbons = 10 + smiles = "C" * num_carbons + metadata = { + 'assay_1': [ + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + ], + } + + mol = AssayedMolecule( + smiles=smiles, + metadata=metadata + ) + + assert 'assay_1' in mol + +def test_assayed_molecule__eq__(): + from malt.molecule import AssayedMolecule + + # make linear alkane + num_carbons = 10 + smiles = "C" * num_carbons + metadata = { + 'assay_1': [ + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + {'c': 1e-3, 'y': 1e-2}, + ], + } + + metadata_2 = { + 'assay_1': [ + {'c': 0.0, 'y': 0.0}, + ], + } + + mol_1 = AssayedMolecule( + smiles=smiles, + metadata=metadata + ) + + mol_2 = AssayedMolecule( + smiles=smiles, + metadata=metadata_2 + ) + + assert mol_1 == mol_1 + assert mol_1 != mol_2 \ No newline at end of file diff --git a/malt/data/utils.py b/malt/data/utils.py index fe1d7df..e542320 100644 --- a/malt/data/utils.py +++ b/malt/data/utils.py @@ -1,8 +1,38 @@ +# ============================================================================= +# IMPORTS +# ============================================================================= +from typing import Union, Iterable + # ============================================================================= # MODULE FUNCTIONS # ============================================================================= -def batch_metadata(molecule, assay, key): +def collate_metadata(molecule, key, **kwargs): + """ Batches metadata from Molecule. + + Parameters + ---------- + molecule : malt.Molecule + assay : Union[None, str] + Filter metadata using assay key. + key : str + Attribute of class on which to batch. + + Returns + ------- + meta : list + Elements are metadata from assay. + """ + if key not in molecule.metadata: + raise RuntimeError(f'`{key}` not found in `metadata`') + + meta = molecule.metadata[key] + if isinstance(meta, Iterable): + return meta + else: + return [meta] + +def collate_metadata_assays(molecule, key, assay: Union[None, str] = None): """ Batches metadata from AssayedMolecule. Parameters diff --git a/malt/molecule.py b/malt/molecule.py index 1dd25d0..534eb9f 100644 --- a/malt/molecule.py +++ b/malt/molecule.py @@ -4,6 +4,7 @@ from typing import Union, Any import functools import dgl +import copy import torch from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer @@ -78,7 +79,7 @@ def erase_annotation(self): class AssayedMolecule(Molecule): - """ Models information associated with a molecule. + """ Models assay information associated with a molecule. Parameters ---------- @@ -147,12 +148,13 @@ def __add__(self, other): f'SMILES must match; `{other.smiles}` != `{self.smiles}`.' ) else: + mol_temp = copy.deepcopy(self) for key in other.metadata: - if key not in self.metadata: - self.metadata[key] = other.metadata[key] + if key not in mol_temp: + mol_temp.metadata[key] = other.metadata[key] else: - self.metadata[key] += other.metadata[key] - return self + mol_temp.metadata[key] += other.metadata[key] + return mol_temp def erase_annotation(self): self.metadata = {} From 27c644951537a7b740c57734b8a9691addd8e24b Mon Sep 17 00:00:00 2001 From: miretchin Date: Fri, 18 Feb 2022 19:15:48 -0500 Subject: [PATCH 19/96] Creating a Gpytorch playground. --- malt/data/collections.py | 14 +- scripts/bayesopt/esol_dglgraph.bin | Bin 0 -> 5587471 bytes scripts/data/data_structure_playground.ipynb | 472 ++++++++++++++---- scripts/supervised/covariate_test.ipynb | 478 +++++++++++++++++++ scripts/supervised/esol_dglgraph.bin | Bin 0 -> 5587471 bytes scripts/supervised/pIC50_test.ipynb | 173 +++++-- 6 files changed, 994 insertions(+), 143 deletions(-) create mode 100644 scripts/bayesopt/esol_dglgraph.bin create mode 100644 scripts/supervised/covariate_test.ipynb create mode 100644 scripts/supervised/esol_dglgraph.bin diff --git a/malt/data/collections.py b/malt/data/collections.py index 5848bc1..8e673f1 100644 --- a/malt/data/collections.py +++ b/malt/data/collections.py @@ -3,7 +3,7 @@ # ============================================================================= import dgllife from malt.data.dataset import Dataset -from malt.molecule import Molecule +from malt.molecule import AssayedMolecule import copy # ============================================================================= @@ -13,9 +13,9 @@ def _dataset_from_dgllife(dgllife_dataset): idx = 0 ds = [] for smiles, g, y in dgllife_dataset: - point = Point(smiles, g, y.item(), extra={"idx": idx}) + molecule = AssayedMolecule(smiles, g, metadata={'idx': idx, 'y': y.item()}) idx += 1 - ds.append(point) + ds.append(molecule) ds = Dataset(ds) @@ -63,9 +63,9 @@ def linear_alkanes(max_carbon=10): """ - dataset = Dataset([Point(idx * "C") for idx in range(1, max_carbon+1)]) - def annotate(point): - point.y = len(point.smiles) - return point + dataset = Dataset([Molecule(idx * "C") for idx in range(1, max_carbon+1)]) + def annotate(molecule): + molecule.y = len(molecule.smiles) + return molecule dataset = dataset.apply(annotate) return dataset diff --git a/scripts/bayesopt/esol_dglgraph.bin b/scripts/bayesopt/esol_dglgraph.bin new file mode 100644 index 0000000000000000000000000000000000000000..40f4090dfe6f7736c9ad3c9480ef560146ac6b50 GIT binary patch literal 5587471 zcmeF437BO?k^QR?P!ScB9f4A0QwL#i!3DZRQEV5$6_r6yL_|k%9oG>=R73;>1w;`< z5jWh>LBy_V+(2=}?a#QNFz$ki8*Zci^Y>ny?(FEiH{(_}RMOP_zU-3`c{1`uy!&3= zoA*`q!n4kQ=yiMVc;y-s<3o7pn&vQg+2?Qj^S`}%Yk54jcl7fkmEDe$?t9X zFZ<+p{R{51<;leL2kD@1y|<3n+v0=IT&hob<#Vq4=jgco2|GRd(`_o73{CJN;M|jn~r;JeJmstLner25RUJv{C 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zkF##!pv=MAI4AOBBY$jN2|s9y*Lq^cftWlU--^Rphp@s~eBm}$%3DM0KcO(LEsd=j zV1t%;vkOKI!WH8%ejy%>#|x|Q*ba<1h$nu*J-KUY<1O~WLS^y&s`z0&tltTz^u%u` zV)Ptb{5j6wi3umM=3R`-5u%Ng%@Yq6#!|0gSZ!?l7PgJVrd_br5X`m!yRAZ>WV~_# z^Su9m6-Nxg(CO&C7Ax$*uuB+x7q8{5t&Ov#6lSfAp>;5^89v_|uS~?oi}2GgvE6#? zy$$;u!1ZTv&n4{V@uoK3rd*iW8&CUU@A~+AI1cWH6+Xlq!_jXVHd%@_w_wOV+;t9X zWvru(*T@T}7sZ!qVCCl6s{{7#g;OSBwK%N34p$t;_s(M740W~sbG?Z5y)mLHE)U13 z_E>x%_MeIimSD|&7;+NJUBhZw>S_JIkq`G4!7nS|jxdaU8{;}+*IpPo3-iX~ysbF@ zN6dL1Gv36IEcLbV4tQd%VtA+w_6Wfv?XhwnTss5NkmOh0a+{Mf}8*1anzKS6w z@bggY))u2X<44h0Xeu^Yfw^{J&?%f^YoztNJ_o+xg?o!(d@0OO8Ha~r^1JxT`#5zZ zM$N_-;_%2?+gQ?x3w)^=-v9sr literal 0 HcmV?d00001 diff --git a/scripts/data/data_structure_playground.ipynb b/scripts/data/data_structure_playground.ipynb index 576e3c2..36dcecc 100644 --- a/scripts/data/data_structure_playground.ipynb +++ b/scripts/data/data_structure_playground.ipynb @@ -11,131 +11,409 @@ { "cell_type": "code", "execution_count": 1, - "id": "6281bbd8-21fc-490e-b446-65e650e6b9a8", + "id": "07deb239-9037-414b-9020-bb1cc1dd4444", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], "source": [ - "# import malt\n", - "# import torch\n", - "# import seaborn as sns" + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import malt\n", + "import torch\n", + "import seaborn as sns\n", + "from malt.molecule import Molecule" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "f5baf0b3-3a12-46f8-ad4f-232d11998fe3", + "execution_count": 2, + "id": "a05fe4e9-1d60-431c-8338-b3a147af55e8", "metadata": {}, "outputs": [], "source": [ - "from typing import Union\n", - "import functools\n", - "import dgl\n", - "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer\n", - "\n", - "class Molecule(object):\n", - " \"\"\" Models information associated with a molecule.\n", - "\n", - " Parameters\n", - " ----------\n", - " smiles : str\n", - " SMILES of the molecule.\n", - "\n", - " g : dgl.DGLGraph or None, default=None\n", - " The DGL graph of the molecule.\n", - "\n", - " metadata : dict, default={}\n", - " Metadata associated with the compound\n", - "\n", - " featurizer : callable, default=CanonicalAtomFeaturizer(\n", - " atom_data_field='feat')\n", - " The function which maps the SMILES string to a DGL graph.\n", - "\n", - " Methods\n", - " -------\n", - " featurize()\n", - " Convert the SMILES string to a graph if there isn't one.\n", - "\n", - " \"\"\"\n", - "\n", - " def __init__(\n", - " self,\n", - " smiles: str,\n", - " g: Union[dgl.DGLGraph, None] = None,\n", - " metadata: dict = {},\n", - " featurizer: callable = functools.partial(\n", - " smiles_to_bigraph,\n", - " node_featurizer=CanonicalAtomFeaturizer(atom_data_field=\"h\"),\n", - " ),\n", - " ) -> None:\n", - " self.smiles = smiles\n", - " self.g = g\n", - " self.metadata = metadata\n", - " self.featurizer = featurizer\n", + "from pathlib import Path\n", + "f = f'{Path.home()}/dev/choderalab/data/data/moonshot_fluorescence_titration_curves.csv'\n", + "import pandas as pd\n", + "df = pd.read_csv(f, index_col=0).dropna()\n", + "df = df.rename({'concentration': 'c', 'inhibition': 'y'}, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f00e471d-509e-4778-b76d-c8eb17a37f92", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer, CanonicalBondFeaturizer\n", "\n", - " def __repr__(self):\n", - " return self.smiles\n", + "def parse_graph(smiles):\n", + " return smiles_to_bigraph(\n", + " smiles = smiles,\n", + " node_featurizer = CanonicalAtomFeaturizer(),\n", + " edge_featurizer = CanonicalBondFeaturizer()\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b52bfb3c-29ab-45b1-afe2-855c27ac9eef", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|████████████████████████████████████████████████████████████████████████████| 2281/2281 [00:01<00:00, 1364.54it/s]\n" + ] + } + ], + "source": [ + "from malt import Dataset, AssayedMolecule\n", + "from tqdm import tqdm\n", "\n", - " def __eq__(self, other):\n", - " return (\n", - " self.g == other.g\n", - " and self.y == other.y\n", - " and self.extra == other.extra\n", - " )\n", + "molecules = []\n", + "for smiles, mol_metadata in tqdm(df.groupby('SMILES')):\n", + " molecule = AssayedMolecule(\n", + " smiles = smiles,\n", + " # g = parse_graph(smiles),\n", + " metadata = {'fluorescence': mol_metadata.drop('SMILES', axis=1).to_dict('records')}\n", + " )\n", + " molecules.append(molecule)\n", " \n", - " def __getattr__(self, name):\n", - " if name not in self.metadata:\n", - " raise RuntimeError(\n", - " f'`{name}` is not associated with this Molecule.'\n", - " )\n", - " return self.metadata[name]\n", - "\n", - " def featurize(self):\n", - " \"\"\"Featurize the SMILES string to get the graph.\n", - "\n", - " Returns\n", - " -------\n", - " dgl.DGLGraph : The resulting graph.\n", - "\n", - " \"\"\"\n", - " # if there is already a graph, raise an error\n", - " if self.is_featurized():\n", - " raise RuntimeError(\"Point is already featurized.\")\n", - "\n", - " # featurize\n", - " self.g = self.featurizer(self.smiles)\n", - "\n", - " return self\n", - "\n", - " def is_featurized(self):\n", - " return self.g is not None\n", - "\n", - " def erase_annotation(self):\n", - " if 'y' in self.metadata:\n", - " self.y = None\n", - " return self" + "# create dataset\n", + "data = Dataset(molecules)" ] }, { "cell_type": "code", "execution_count": 6, - "id": "a9bf8de4-f324-4ff8-853f-318a28ec33e1", + "id": "d5f2a93f-2b75-4eff-9556-8d99c30ac4c3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "import malt\n", + "malt.data.utils.batch_metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "a3d4040f-777f-4cef-b217-a327d856d61d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Brc1ccc(CN2C(=O)C(=O)c3cccc(Br)c23)cc1" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import copy\n", + "\n", + "copy.deepcopy(data[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "e3ae01f8-6f5f-4b7d-b723-d374ae0ca706", "metadata": {}, "outputs": [], "source": [ - "m = Molecule(\n", - " smiles='NCCc1ccc(O)c(O)c1',\n", - " metadata = {'y': 0.0}\n", + "dl = data.view(\n", + " batch_size=1,\n", + " batch_metadata=malt.data.utils.batch_assay_metadata\n", ")" ] }, { "cell_type": "code", - "execution_count": 11, - "id": "055fcaec-75d7-4acc-ae36-d534d346676e", + "execution_count": 45, + "id": "0b1a3426-6b59-4d12-9ce1-9e68beb01df9", + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "'AssayedMolecule' object does not support item assignment", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_21696/1695342831.py\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mdata\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'fluorescence'\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m0\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m: 'AssayedMolecule' object does not support item assignment" + ] + } + ], + "source": [ + "data[0]['fluorescence'] = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "6ac33891-4412-478b-a0b1-51d00f012694", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "24\n" + ] + } + ], + "source": [ + "for d in dl:\n", + " print(len(d[1]))\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "abfcbe87-1c79-40f5-8f64-cbe1ddcfb753", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|███████████████████████████████████████████████████████████████████████████| 2281/2281 [00:00<00:00, 81468.80it/s]\n" + ] + } + ], + "source": [ + "for idx in tqdm(range(len(data))):\n", + " t = torch.Tensor([d[key] for d in data[idx]['fluorescence']])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca29383c-c38d-4233-b388-3199b1ef70e7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'concentration': 7.72e-07, 'inhibition': -0.0486},\n", + " {'concentration': 3.86e-07, 'inhibition': 0.0359},\n", + " {'concentration': 1.2e-08, 'inhibition': -0.0295},\n", + " {'concentration': 9.9e-08, 'inhibition': 0.0575},\n", + " {'concentration': 0.000198, 'inhibition': -0.256},\n", + " {'concentration': 9.9e-05, 'inhibition': -0.114},\n", + " {'concentration': 4.95e-05, 'inhibition': -0.0913},\n", + " {'concentration': 2.48e-05, 'inhibition': -0.0418},\n", + " {'concentration': 0.000198, 'inhibition': -0.195},\n", + " {'concentration': 1.24e-05, 'inhibition': 0.0501},\n", + " {'concentration': 9.9e-05, 'inhibition': -0.059},\n", + " {'concentration': 7.429999999999999e-06, 'inhibition': 0.127},\n", + " {'concentration': 4.95e-05, 'inhibition': -0.163},\n", + " {'concentration': 1.93e-07, 'inhibition': -0.106},\n", + " {'concentration': 2.48e-05, 'inhibition': -0.0705},\n", + " {'concentration': 1.55e-06, 'inhibition': -0.0493},\n", + " {'concentration': 1.24e-05, 'inhibition': 0.0573},\n", + " {'concentration': 7.72e-07, 'inhibition': 0.0654},\n", + " {'concentration': 7.429999999999999e-06, 'inhibition': 0.0737},\n", + " {'concentration': 3.86e-07, 'inhibition': 0.0698},\n", + " {'concentration': 1.93e-07, 'inhibition': -0.0499},\n", + " {'concentration': 1.2e-08, 'inhibition': -0.0314},\n", + " {'concentration': 1.55e-06, 'inhibition': -0.0263},\n", + " {'concentration': 9.9e-08, 'inhibition': -0.0197}]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mol = molecules[0]\n", + "mol['fluorescence']" + ] + }, + { + "cell_type": "code", + "execution_count": 670, + "id": "6e3e6ad7-4190-495c-8fb2-4537c088da04", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'concentration': 9.95e-05, 'inhibition': 0.7020000000000001},\n", + " {'concentration': 7.4629998207092285e-06, 'inhibition': 0.0881},\n", + " {'concentration': 4.975e-05, 'inhibition': 0.583},\n", + " {'concentration': 2.48799991607666e-06, 'inhibition': 0.0404},\n", + " {'concentration': 2.48799991607666e-05, 'inhibition': 0.358},\n", + " {'concentration': 1.552000045776367e-06, 'inhibition': -0.0335},\n", + " {'concentration': 1.24399995803833e-05, 'inhibition': 0.238},\n", + " {'concentration': 7.760000228881835e-07, 'inhibition': -0.00229},\n", + " {'concentration': 7.4629998207092285e-06, 'inhibition': 0.0596999999999999},\n", + " {'concentration': 3.8800001144409177e-07, 'inhibition': -0.0748},\n", + " {'concentration': 2.48799991607666e-06, 'inhibition': 0.0227999999999999},\n", + " {'concentration': 1.9400000572204589e-07, 'inhibition': -0.0219},\n", + " {'concentration': 1.552000045776367e-06, 'inhibition': -0.0351},\n", + " {'concentration': 1.0000000149011613e-07, 'inhibition': -0.0605999999999999},\n", + " {'concentration': 7.760000228881835e-07, 'inhibition': -0.0134},\n", + " {'concentration': 5.0000000745058066e-08, 'inhibition': -0.0263},\n", + " {'concentration': 3.8800001144409177e-07, 'inhibition': -0.0658},\n", + " {'concentration': 1.9400000572204589e-07, 'inhibition': -0.034},\n", + " {'concentration': 1.0000000149011613e-07, 'inhibition': -0.0836},\n", + " {'concentration': 5.0000000745058066e-08, 'inhibition': -0.0286},\n", + " {'concentration': 9.95e-05, 'inhibition': 0.617},\n", + " {'concentration': 4.975e-05, 'inhibition': 0.432},\n", + " {'concentration': 2.48799991607666e-05, 'inhibition': 0.349},\n", + " {'concentration': 1.24399995803833e-05, 'inhibition': 0.252},\n", + " {'concentration': 3.8800001144409177e-07, 'inhibition': -0.045},\n", + " {'concentration': 1.9400000572204589e-07, 'inhibition': -0.048},\n", + " {'concentration': 1.0000000149011613e-07, 'inhibition': 0.462},\n", + " {'concentration': 9.95e-05, 'inhibition': 1.03},\n", + " {'concentration': 2.489999961853027e-05, 'inhibition': 1.01},\n", + " {'concentration': 9.95e-05, 'inhibition': 0.919},\n", + " {'concentration': 7.460000038146972e-06, 'inhibition': 0.6509999999999999},\n", + " {'concentration': 2.489999961853027e-05, 'inhibition': 0.527},\n", + " {'concentration': 1.549999952316284e-06, 'inhibition': 0.125},\n", + " {'concentration': 1.2399999618530272e-05, 'inhibition': 0.215},\n", + " {'concentration': 7.760000228881835e-07, 'inhibition': -0.0153},\n", + " {'concentration': 7.460000038146972e-06, 'inhibition': 0.102},\n", + " {'concentration': 3.8800001144409177e-07, 'inhibition': 0.038},\n", + " {'concentration': 2.490000009536743e-06, 'inhibition': 0.0559},\n", + " {'concentration': 1.9400000572204589e-07, 'inhibition': 0.0215},\n", + " {'concentration': 1.549999952316284e-06, 'inhibition': -0.0609},\n", + " {'concentration': 1.0000000149011613e-07, 'inhibition': -0.0673},\n", + " {'concentration': 7.760000228881835e-07, 'inhibition': -0.0347},\n", + " {'concentration': 5.0000000745058066e-08, 'inhibition': -0.0475999999999999}]" + ] + }, + "execution_count": 670, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "titration_curve.to_dict('records')" + ] + }, + { + "cell_type": "code", + "execution_count": 669, + "id": "15c7e9b3-1028-4c0c-9193-6439631e9499", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(9.95e-05, 0.7020000000000001),\n", + " (7.4629998207092285e-06, 0.0881),\n", + " (4.975e-05, 0.583),\n", + " (2.48799991607666e-06, 0.0404),\n", + " (2.48799991607666e-05, 0.358),\n", + " (1.552000045776367e-06, -0.0335),\n", + " (1.24399995803833e-05, 0.238),\n", + " (7.760000228881835e-07, -0.00229),\n", + " (7.4629998207092285e-06, 0.0596999999999999),\n", + " (3.8800001144409177e-07, -0.0748),\n", + " (2.48799991607666e-06, 0.0227999999999999),\n", + " (1.9400000572204589e-07, -0.0219),\n", + " (1.552000045776367e-06, -0.0351),\n", + " (1.0000000149011613e-07, -0.0605999999999999),\n", + " (7.760000228881835e-07, -0.0134),\n", + " (5.0000000745058066e-08, -0.0263),\n", + " (3.8800001144409177e-07, -0.0658),\n", + " (1.9400000572204589e-07, -0.034),\n", + " (1.0000000149011613e-07, -0.0836),\n", + " (5.0000000745058066e-08, -0.0286),\n", + " (9.95e-05, 0.617),\n", + " (4.975e-05, 0.432),\n", + " (2.48799991607666e-05, 0.349),\n", + " (1.24399995803833e-05, 0.252),\n", + " (3.8800001144409177e-07, -0.045),\n", + " (1.9400000572204589e-07, -0.048),\n", + " (1.0000000149011613e-07, 0.462),\n", + " (9.95e-05, 1.03),\n", + " (2.489999961853027e-05, 1.01),\n", + " (9.95e-05, 0.919),\n", + " (7.460000038146972e-06, 0.6509999999999999),\n", + " (2.489999961853027e-05, 0.527),\n", + " (1.549999952316284e-06, 0.125),\n", + " (1.2399999618530272e-05, 0.215),\n", + " (7.760000228881835e-07, -0.0153),\n", + " (7.460000038146972e-06, 0.102),\n", + " (3.8800001144409177e-07, 0.038),\n", + " (2.490000009536743e-06, 0.0559),\n", + " (1.9400000572204589e-07, 0.0215),\n", + " (1.549999952316284e-06, -0.0609),\n", + " (1.0000000149011613e-07, -0.0673),\n", + " (7.760000228881835e-07, -0.0347),\n", + " (5.0000000745058066e-08, -0.0475999999999999)]" + ] + }, + "execution_count": 669, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(map(tuple, titration_curve.values))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf63c96e-2666-4932-90b4-2b7beea48db9", + "metadata": {}, + "outputs": [], + "source": [ + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 608, + "id": "2637716c-49c5-4f6e-9a2a-09a20460fe2f", "metadata": {}, "outputs": [], "source": [ - "m.g" + "# m2[4].metadata" ] } ], diff --git a/scripts/supervised/covariate_test.ipynb b/scripts/supervised/covariate_test.ipynb new file mode 100644 index 0000000..c81ff3f --- /dev/null +++ b/scripts/supervised/covariate_test.ipynb @@ -0,0 +1,478 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "2c2a4900", + "metadata": {}, + "source": [ + "# Concentration as Covariate Test" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "992496e5", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import torch\n", + "import seaborn as sns\n", + "import malt\n", + "import pandas as pd\n", + "import dgllife\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "721930ed-70a8-4336-b373-276d7ba394c2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████| 2281/2281 [00:07<00:00, 290.94it/s]\n" + ] + } + ], + "source": [ + "from tqdm import tqdm\n", + "from malt import Dataset, Point\n", + "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer, CanonicalBondFeaturizer\n", + "\n", + "# import dataframe\n", + "df = pd.read_csv('../../../data/data/moonshot_fluorescence_titration_curves.csv', index_col=0)\n", + "\n", + "# index on unique smiles\n", + "df_smiles = df.reset_index().set_index(['SMILES', 'index'], inplace=False)\n", + "\n", + "points = []\n", + "for smiles, titration_curve in tqdm(df_smiles.groupby(level=0)):\n", + " \n", + " # gather the titration in a dict of lists\n", + " titration_dict = titration_curve.reset_index(drop=True).to_dict(orient='list')\n", + " \n", + " # convert graph from smiles\n", + " g = smiles_to_bigraph(\n", + " smiles = smiles,\n", + " node_featurizer = CanonicalAtomFeaturizer(),\n", + " edge_featurizer = CanonicalBondFeaturizer()\n", + " )\n", + " \n", + " # make point object\n", + " point = Point(\n", + " smiles = smiles,\n", + " g = g,\n", + " y = torch.randn(1),\n", + " extra = titration_dict\n", + " )\n", + " \n", + " # append\n", + " points.append(point)\n", + " \n", + "# create dataset\n", + "data = Dataset(points)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d32a9fec-1a70-444a-8099-c78bd23abc04", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dataset with 2281 points" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "id": "2ff116fe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 221, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.displot(\n", + " df,\n", + " x='concentration',\n", + " log_scale=True\n", + ")\n", + "\n", + "sns.displot(\n", + " df.query('`%inhibition` > 0.0'),\n", + " x='%inhibition'\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5408668a", + "metadata": {}, + "outputs": [], + "source": [ + "from malt.data.collections import _dataset_from_dgllife\n", + "data.shuffle(seed=2666)\n", + "ds_tr, ds_vl, ds_te = data[:1500].split([8, 1, 1])" + ] + }, + { + "cell_type": "markdown", + "id": "20923ad8", + "metadata": {}, + "source": [ + "Make model" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "80227b38", + "metadata": {}, + "outputs": [], + "source": [ + "model_choice = 'gp' # 'nn'\n", + "\n", + "if model_choice == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " )\n", + "\n", + "\n", + "elif model_choice == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=128, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "87f812da", + "metadata": {}, + "source": [ + "Train and evaluate." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bb68f7d6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor(-0.1746, grad_fn=)\n", + "tensor(1.0871, grad_fn=)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:10: UserWarning: Using a target size (torch.Size([150])) that is different to the input size (torch.Size([150, 1])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.sqrt(torch.nn.functional.mse_loss(target, input))\n" + ] + } + ], + "source": [ + "trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " batch_size=len(ds_tr), # len(ds_tr),\n", + " n_epochs=50,\n", + " learning_rate=1e-3\n", + ")\n", + "model = trainer(model, ds_tr)\n", + "\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + "print(r2)\n", + "\n", + "rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", + "print(rmse)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "27b8549a-d100-4080-8549-c70a677c75f8", + "metadata": {}, + "outputs": [], + "source": [ + "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", + "g, y = next(iter(ds_te_loader))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "7f7fe61f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", + "g, y = next(iter(ds_te_loader)) \n", + "y_hat = model.condition(g).mean\n", + "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy().ravel())\n", + "g.set_axis_labels('y', '\\hat{y}')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ab13f389-888d-47d6-a352-3a25ef320f56", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.displot(ds_te.y)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3551d4b5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n", + "tensor(0.9217, grad_fn=)\n", + "tensor(2.8730, grad_fn=)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:10: UserWarning: Using a target size (torch.Size([112])) that is different to the input size (torch.Size([112, 1])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.sqrt(torch.nn.functional.mse_loss(target, input))\n" + ] + } + ], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "import argparse\n", + "\n", + "parser = argparse.ArgumentParser()\n", + "parser.add_argument(\"--data\", type=str, default=\"esol\")\n", + "parser.add_argument(\"--model\", type=str, default=\"nn\")\n", + "\n", + "args = parser.parse_args([])\n", + "\n", + "data = getattr(malt.data.collections, args.data)()\n", + "data.shuffle(seed=2666)\n", + "ds_tr, ds_vl, ds_te = data.split([8, 1, 1])\n", + "\n", + "if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " )\n", + "\n", + "\n", + "elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=128, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " )\n", + "\n", + "\n", + "trainer = malt.trainer.get_default_trainer(without_player=True, batch_size=len(ds_tr), n_epochs=3000, learning_rate=1e-3)\n", + "model = trainer(model, ds_tr)\n", + "\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + "print(r2)\n", + "\n", + "rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", + "print(rmse)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "f4bd2416", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", + "g, y = next(iter(ds_te_loader))\n", + "y_hat = model.condition(g).mean\n", + "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy())\n", + "g.set_axis_labels('y', '\\hat{y}')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/scripts/supervised/esol_dglgraph.bin b/scripts/supervised/esol_dglgraph.bin new file mode 100644 index 0000000000000000000000000000000000000000..95a749cd54aee49cdd6e5daba04d81e280442d4a GIT 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zyNBYDc38PLt{IF$Q*psU{B}96Jc8p-;e-@ik+Z%wURgiHhMo;@VN-0?8XI-P zO)fK@#rXi-*tRhqrKO+D6)V>gQ?x58GrdjsO4v literal 0 HcmV?d00001 diff --git a/scripts/supervised/pIC50_test.ipynb b/scripts/supervised/pIC50_test.ipynb index e7a8250..7fc373a 100644 --- a/scripts/supervised/pIC50_test.ipynb +++ b/scripts/supervised/pIC50_test.ipynb @@ -78,7 +78,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -104,10 +104,29 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "id": "5408668a", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'dgllife_dataset' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9572/2466915180.py\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mmalt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcollections\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0m_dataset_from_dgllife\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mdata\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m_dataset_from_dgllife\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdgllife_dataset\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;31m# mask data if it's at the limit of detection\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mNameError\u001b[0m: name 'dgllife_dataset' is not defined" + ] + } + ], "source": [ "from malt.data.collections import _dataset_from_dgllife\n", "\n", @@ -129,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 10, "id": "80227b38", "metadata": {}, "outputs": [], @@ -169,35 +188,23 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "id": "bb68f7d6", "metadata": {}, "outputs": [ { - "ename": "RuntimeError", - "evalue": "Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! (when checking argument for argument mat1 in method wrapper_addmm)", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_20732/451195198.py\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 7\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtrainer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mds_tr\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 8\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[0mr2\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmalt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetrics\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msupervised_metrics\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mR2\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mds_te\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 10\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mr2\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\supervised_metrics.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, model, ds_te)\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[0mds_te_loader\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mds_te\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mview\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbatch_size\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mds_te\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnext\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0miter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mds_te_loader\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0my_hat\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcondition\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmalt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetrics\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbase_metrics\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbase_metric\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my_hat\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\supervised_model.py\u001b[0m in \u001b[0;36mcondition\u001b[1;34m(self, g)\u001b[0m\n\u001b[0;32m 80\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcondition\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 81\u001b[0m \u001b[1;31m# graph -> latent representation\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 82\u001b[1;33m \u001b[0mh\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrepresentation\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 83\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 84\u001b[0m \u001b[1;31m# latent_representation -> parameters\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py\u001b[0m in \u001b[0;36m_call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1100\u001b[0m if not (self._backward_hooks or self._forward_hooks or self._forward_pre_hooks or _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m or _global_forward_hooks or _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mforward_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1103\u001b[0m \u001b[1;31m# Do not call functions when jit is used\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1104\u001b[0m \u001b[0mfull_backward_hooks\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnon_full_backward_hooks\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\representation.py\u001b[0m in \u001b[0;36mforward\u001b[1;34m(self, g, field)\u001b[0m\n\u001b[0;32m 96\u001b[0m \u001b[0mg\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlocal_var\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 97\u001b[0m \u001b[0mh\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mndata\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mfield\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 98\u001b[1;33m \u001b[0mh\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0membedding_in\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mh\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 99\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 100\u001b[0m \u001b[1;31m# loop through the depth\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py\u001b[0m in \u001b[0;36m_call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1100\u001b[0m if not (self._backward_hooks or self._forward_hooks or self._forward_pre_hooks or _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m or _global_forward_hooks or _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mforward_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1103\u001b[0m \u001b[1;31m# Do not call functions when jit is used\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1104\u001b[0m \u001b[0mfull_backward_hooks\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnon_full_backward_hooks\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - 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"\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\linear.py\u001b[0m in \u001b[0;36mforward\u001b[1;34m(self, input)\u001b[0m\n\u001b[0;32m 101\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 102\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mforward\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mTensor\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mTensor\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 103\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mF\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlinear\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 104\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 105\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mextra_repr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\functional.py\u001b[0m in \u001b[0;36mlinear\u001b[1;34m(input, weight, bias)\u001b[0m\n\u001b[0;32m 1846\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mhas_torch_function_variadic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1847\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mhandle_torch_function\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlinear\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1848\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mtorch\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_C\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_nn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlinear\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mweight\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1849\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1850\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mRuntimeError\u001b[0m: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! (when checking argument for argument mat1 in method wrapper_addmm)" + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor(-0.7225, grad_fn=)\n", + "tensor(1.0590, grad_fn=)\n" ] } ], "source": [ "trainer = malt.trainer.get_default_trainer(\n", " without_player=True,\n", - " batch_size=32,\n", + " batch_size=32, # len(ds_tr),\n", " n_epochs=3000,\n", " learning_rate=1e-3\n", ")\n", @@ -212,21 +219,77 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "id": "7f7fe61f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "

    " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", "g, y = next(iter(ds_te_loader))\n", "y_hat = model.condition(g).mean\n", - "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy())\n", + "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy().ravel())\n", "g.set_axis_labels('y', '\\hat{y}')" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, + "id": "ab13f389-888d-47d6-a352-3a25ef320f56", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.displot(ds_te.y)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, "id": "3551d4b5", "metadata": {}, "outputs": [ @@ -235,17 +298,7 @@ "output_type": "stream", "text": [ "Processing dgl graphs from scratch...\n", - "Processing molecule 1000/1128\n", - "tensor(0.9217, grad_fn=)\n", - "tensor(2.8730, grad_fn=)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:10: UserWarning: Using a target size (torch.Size([112])) that is different to the input size (torch.Size([112, 1])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", - " return torch.sqrt(torch.nn.functional.mse_loss(target, input))\n" + "Processing molecule 1000/1128\n" ] } ], @@ -257,7 +310,7 @@ "\n", "parser = argparse.ArgumentParser()\n", "parser.add_argument(\"--data\", type=str, default=\"esol\")\n", - "parser.add_argument(\"--model\", type=str, default=\"nn\")\n", + "parser.add_argument(\"--model\", type=str, default=\"gp\")\n", "\n", "args = parser.parse_args([])\n", "\n", @@ -299,6 +352,48 @@ "print(rmse)" ] }, + { + "cell_type": "code", + "execution_count": 39, + "id": "3080db71-912c-492f-be56-8012c0b5cc5d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_tr.view(by=['g'], batch_size=)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "8062c50e-6f91-4a24-9283-7c4389c40adb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Normal(loc: torch.Size([902, 1]), scale: torch.Size([902, 1]))" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.condition(ds_tr.batch(by=['g']))" + ] + }, { "cell_type": "code", "execution_count": 16, From f1783850451f27325fea469c00cb0552a4a4f3be Mon Sep 17 00:00:00 2001 From: miretchin Date: Fri, 18 Feb 2022 19:17:46 -0500 Subject: [PATCH 20/96] removed some data files, added a gpytorch playground. --- scripts/bayesopt/esol_dglgraph.bin | Bin 5587471 -> 0 bytes scripts/supervised/esol_dglgraph.bin | Bin 5587471 -> 0 bytes scripts/supervised/gpytorch_playground.ipynb | 328 +++++++++++++++++++ 3 files changed, 328 insertions(+) delete mode 100644 scripts/bayesopt/esol_dglgraph.bin delete mode 100644 scripts/supervised/esol_dglgraph.bin create mode 100644 scripts/supervised/gpytorch_playground.ipynb diff --git a/scripts/bayesopt/esol_dglgraph.bin b/scripts/bayesopt/esol_dglgraph.bin deleted file mode 100644 index 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zyNBYDc38PLt{IF$Q*psU{B}96Jc8p-;e-@ik+Z%wURgiHhMo;@VN-0?8XI-P zO)fK@#rXi-*tRhqrKO+D6)V>gQ?x58GrdjsO4v diff --git a/scripts/supervised/gpytorch_playground.ipynb b/scripts/supervised/gpytorch_playground.ipynb new file mode 100644 index 0000000..66b428b --- /dev/null +++ b/scripts/supervised/gpytorch_playground.ipynb @@ -0,0 +1,328 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6b37c81f-eb71-4ffa-8e80-1e86e35c8f25", + "metadata": {}, + "source": [ + "# Working with `gpytorch`" + ] + }, + { + "cell_type": "markdown", + "id": "1abdd206-1432-42bb-be0b-445084cee075", + "metadata": {}, + "source": [ + "Imports." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ec7950ba-65b7-42a3-b4c7-6b72c55f4297", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import malt\n", + "import torch\n", + "import seaborn as sns\n", + "from malt.molecule import Molecule" + ] + }, + { + "cell_type": "markdown", + "id": "7023d16a-0de3-4794-89e6-9786d0875d6d", + "metadata": {}, + "source": [ + "Create fluorescence dataset. (for this notebook, skipping for now)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "83bef287-8b2c-4617-84fb-5b5f5c8f2ef4", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# def read_data():\n", + "# from pathlib import Path\n", + "# f = f'{Path.home()}/dev/choderalab/data/data/moonshot_fluorescence_titration_curves.csv'\n", + "# import pandas as pd\n", + "# df = pd.read_csv(f, index_col=0).dropna()\n", + "# df = df.rename({'concentration': 'c', 'inhibition': 'y'}, axis=1)\n", + "# return df\n", + "\n", + "# def parse_graph(smiles):\n", + "# from dgllife.utils import (\n", + "# smiles_to_bigraph, CanonicalAtomFeaturizer, CanonicalBondFeaturizer\n", + "# )\n", + "\n", + "# return smiles_to_bigraph(\n", + "# smiles = smiles,\n", + "# node_featurizer = CanonicalAtomFeaturizer(),\n", + "# edge_featurizer = CanonicalBondFeaturizer()\n", + "# )\n", + "\n", + "# def make_dataset():\n", + "# from malt import Dataset, AssayedMolecule\n", + "# from tqdm import tqdm\n", + " \n", + "# df = read_data()\n", + "\n", + "# molecules = []\n", + "# for smiles, mol_metadata in tqdm(df.groupby('SMILES')):\n", + "# molecule = AssayedMolecule(\n", + "# smiles = smiles,\n", + "# # g = parse_graph(smiles),\n", + "# metadata = {'fluorescence': mol_metadata.drop('SMILES', axis=1).to_dict('records')}\n", + "# )\n", + "# molecules.append(molecule)\n", + "\n", + "# # create dataset\n", + "# data = Dataset(molecules)\n", + "# return data\n", + "\n", + "# data = make_dataset()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "149362f5-ea35-4bf3-8e13-3a35942c0c5c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], + "source": [ + "from malt.data.collections import esol\n", + "\n", + "data = esol()\n", + "g, y = data.batch(by=['g', 'y'])" + ] + }, + { + "cell_type": "markdown", + "id": "632d2c7c-09a1-456c-9c94-a69781a10e6c", + "metadata": {}, + "source": [ + "Make model." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f0e2d9d7-df9f-410f-9fc4-df4101c9ade5", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import gpytorch\n", + "\n", + "class ExactGPModel(gpytorch.models.ExactGP):\n", + " def __init__(self, train_x, train_y, likelihood):\n", + " super(ExactGPModel, self).__init__(train_x, train_y, likelihood)\n", + " self.mean_module = gpytorch.means.LinearMean(128)\n", + " self.covar_module = gpytorch.kernels.ScaleKernel(gpytorch.kernels.RBFKernel())\n", + "\n", + " def forward(self, x):\n", + " mean_x = self.mean_module(x)\n", + " covar_x = self.covar_module(x)\n", + " return gpytorch.distributions.MultivariateNormal(mean_x, covar_x)\n", + " \n", + "class GPyTorchSupervisedModel(gpytorch.models.GP):\n", + " def __init__(self, representation, regressor, likelihood, train_x, train_y):\n", + " \"\"\"\n", + " Args:\n", + " - gp (gpytorch.models.ExactGP): A GP that expects to operate on features extracted by a GCN.\n", + " - gcn (torch.nn.Module): Some PyTorch module that extracts graph features.\n", + " - train_x (any input to gcn): The training data as expected by the GCN\n", + " - train_y (torch.Tensor): Training labels\n", + " \"\"\"\n", + " super(GPyTorchSupervisedModel, self).__init__()\n", + " self.representation = representation\n", + " self.regressor = regressor\n", + " self.likelihood = likelihood\n", + "\n", + " self.train_x = train_x\n", + " self.train_y = train_y\n", + " \n", + " def forward(self, g):\n", + " train_h = self.representation(self.train_x)\n", + " self.regressor.set_train_data(train_h, self.train_y)\n", + "\n", + " h = self.representation(g)\n", + " # self.regressor.set_train_data(h, self.train_y, strict=False)\n", + " return self.regressor(h)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f95aca66-1e26-4ba7-8919-4fa2d5fb10f3", + "metadata": {}, + "outputs": [], + "source": [ + "import malt\n", + "\n", + "device = 'cuda:0'\n", + "x_tr, y_tr = g.to(device), y.to(device)\n", + "\n", + "# initialize\n", + "representation = malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + ").cuda()\n", + "\n", + "# instantiate the GPyTorch model\n", + "h = representation(x_tr)\n", + "\n", + "# initialize likelihood\n", + "likelihood = gpytorch.likelihoods.GaussianLikelihood().cuda()\n", + "\n", + "# instantiate regressor\n", + "regressor = ExactGPModel(h, y_tr, likelihood).cuda()\n", + "\n", + "# initialize model\n", + "model = GPyTorchSupervisedModel(\n", + " representation, regressor, likelihood,\n", + " train_x=x_tr, train_y=y_tr\n", + ")\n", + "\n", + "# sns.displot(model(g.to('cuda:0')).loc.tolist())" + ] + }, + { + "cell_type": "markdown", + "id": "c035f805-b725-4b45-a91b-5b8adb613460", + "metadata": {}, + "source": [ + "Train" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "999eb82d-8670-43be-a005-ba36fe46c898", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "training_iter = 1000\n", + "\n", + "# Find optimal model hyperparameters\n", + "likelihood.train()\n", + "model.train()\n", + "\n", + "# Use the adam optimizer\n", + "optimizer = torch.optim.Adam(model.parameters(), lr=1e-3) # Includes GaussianLikelihood parameters\n", + "mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, model)\n", + "\n", + "for i in range(training_iter):\n", + " # Zero gradients from previous iteration\n", + " optimizer.zero_grad()\n", + " # Calc loss and backprop gradients\n", + " y_target = model(x_tr)\n", + " loss = -mll(y_target, y_tr).sum()\n", + " loss.backward()\n", + " if i == 1:\n", + " break\n", + " # print('Iter %d/%d - Loss: %.3f rep_param: %.3f lengthscale: %.3f noise: %.3f' % (\n", + " # i + 1, training_iter, loss.item(),\n", + " # next(model.representation.parameters())[0, 0].item(),\n", + " # model.regressor.covar_module.base_kernel.lengthscale.item(),\n", + " # model.regressor.likelihood.noise.item()\n", + " # ))\n", + " optimizer.step()" + ] + }, + { + "cell_type": "markdown", + "id": "7cafc1ca-423f-4b07-b996-0ddbad7e1734", + "metadata": {}, + "source": [ + "Debug gradients." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d5297710-46d7-4035-b165-ba7cf8ff00cd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'representation.embedding_in.0.weight': 11.14016342163086,\n", + " 'representation.embedding_in.0.bias': 151.15235900878906,\n", + " 'representation.gn0.weight': 16.048030853271484,\n", + " 'representation.gn0.bias': 288.2734375,\n", + " 'representation.gn1.weight': 15.439170837402344,\n", + " 'representation.gn1.bias': 558.8292236328125,\n", + " 'representation.gn2.weight': 15.742813110351562,\n", + " 'representation.gn2.bias': 1154.57763671875,\n", + " 'representation.embedding_out.0.weight': 27.92206382751465,\n", + " 'representation.embedding_out.0.bias': 3839.130859375,\n", + " 'representation.ff.0.weight': 288.83917236328125,\n", + " 'representation.ff.0.bias': 181.6907958984375,\n", + " 'regressor.likelihood.noise_covar.raw_noise': 166.24801635742188,\n", + " 'regressor.mean_module.weights': 192.01132202148438,\n", + " 'regressor.mean_module.bias': 226.61843872070312,\n", + " 'regressor.covar_module.raw_outputscale': 1673.2318115234375,\n", + " 'regressor.covar_module.base_kernel.raw_lengthscale': 1317.110595703125}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "{n: p.grad.abs().mean().item() for n, p in model.named_parameters()}" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 0ec6651a7df04aefbac890f25afa143ddb716102 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 19 Feb 2022 20:25:10 -0500 Subject: [PATCH 21/96] Created a minimal example from the GPyTorch website for exact GPs with feature extractors. --- .../supervised/test_gpytorch_exact_dkl.ipynb | 373 ++++++++++++++++++ 1 file changed, 373 insertions(+) create mode 100644 scripts/supervised/test_gpytorch_exact_dkl.ipynb diff --git a/scripts/supervised/test_gpytorch_exact_dkl.ipynb b/scripts/supervised/test_gpytorch_exact_dkl.ipynb new file mode 100644 index 0000000..9f477b4 --- /dev/null +++ b/scripts/supervised/test_gpytorch_exact_dkl.ipynb @@ -0,0 +1,373 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "6f67b104-27ba-45d8-8966-5c74e550f32e", + "metadata": {}, + "outputs": [], + "source": [ + "import math\n", + "import tqdm\n", + "import torch\n", + "import gpytorch\n", + "from matplotlib import pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9b0f457a-efbb-4627-a391-b324cfefd5dd", + "metadata": {}, + "outputs": [], + "source": [ + "import urllib.request\n", + "import os\n", + "from scipy.io import loadmat\n", + "from math import floor\n", + "\n", + "\n", + "# this is for running the notebook in our testing framework\n", + "smoke_test = ('CI' in os.environ)\n", + "\n", + "\n", + "# NOTE, CAN NO LONGER DOWNLOAD THIS DATA DIRECTLY FROM GDRIVE LINK\n", + "if not smoke_test and not os.path.isfile('./data/elevators.mat'):\n", + " print('Downloading \\'elevators\\' UCI dataset...')\n", + " urllib.request.urlretrieve(\n", + " 'https://drive.google.com/uc?export=download&id=1jhWL3YUHvXIaftia4qeAyDwVxo6j1alk',\n", + " './data/elevators.mat'\n", + " )\n", + "\n", + "\n", + "if smoke_test: # this is for running the notebook in our testing framework\n", + " X, y = torch.randn(20, 3), torch.randn(20)\n", + "else:\n", + " # using just the first 1200 points\n", + " num_data = 1200\n", + " data = torch.Tensor(loadmat('./data/elevators.mat')['data'])[1000:num_data+1000]\n", + " X = data[:, :-1]\n", + " X = X - X.min(0)[0]\n", + " X = 2 * (X / X.max(0)[0]) - 1\n", + " X = X.nan_to_num(0.)\n", + " y = data[:, -1]\n", + "\n", + "\n", + "train_n = int(floor(0.8 * len(X)))\n", + "train_x = X[:train_n, :].contiguous()\n", + "train_y = y[:train_n].contiguous()\n", + "\n", + "test_x = X[train_n:, :].contiguous()\n", + "test_y = y[train_n:].contiguous()\n", + "\n", + "if torch.cuda.is_available():\n", + " train_x, train_y, test_x, test_y = train_x.cuda(), train_y.cuda(), test_x.cuda(), test_y.cuda()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7bd31142-e4b7-4d6c-9964-3c5600e0f398", + "metadata": {}, + "outputs": [], + "source": [ + "data_dim = train_x.size(-1)\n", + "\n", + "class LargeFeatureExtractor(torch.nn.Sequential):\n", + " def __init__(self):\n", + " super(LargeFeatureExtractor, self).__init__()\n", + " self.add_module('linear1', torch.nn.Linear(data_dim, 128))\n", + " # self.add_module('relu1', torch.nn.ReLU())\n", + " # self.add_module('linear2', torch.nn.Linear(1000, 500))\n", + " # self.add_module('relu2', torch.nn.ReLU())\n", + " # self.add_module('linear3', torch.nn.Linear(500, 50))\n", + " # self.add_module('relu3', torch.nn.ReLU())\n", + " # self.add_module('linear4', torch.nn.Linear(50, 3))\n", + " self.add_module('tanh1', torch.nn.Tanh())\n", + "\n", + "feature_extractor = LargeFeatureExtractor()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7ba4a15b-1737-484f-8af3-741c856513a0", + "metadata": {}, + "outputs": [], + "source": [ + "class GPRTest(gpytorch.models.ExactGP):\n", + " def __init__(self, train_x, train_y, likelihood):\n", + " super(GPRTest, self).__init__(train_x, train_y, likelihood)\n", + " self.mean_module = gpytorch.means.ConstantMean()\n", + " self.covar_module = gpytorch.kernels.ScaleKernel(\n", + " gpytorch.kernels.RBFKernel(ard_num_dims=128)\n", + " )\n", + "\n", + " def forward(self, projected_x):\n", + " mean_x = self.mean_module(projected_x)\n", + " covar_x = self.covar_module(projected_x)\n", + " return gpytorch.distributions.MultivariateNormal(mean_x, covar_x)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "742b152c-2d1d-4f24-8a76-f8652cf56463", + "metadata": {}, + "outputs": [], + "source": [ + "class ModularModel(gpytorch.models.GP):\n", + " def __init__(self, representation, regressor, likelihood, train_y):\n", + " \"\"\"\n", + " Args:\n", + " - gp (gpytorch.models.ExactGP): A GP that expects to operate on features extracted by a GCN.\n", + " - gcn (torch.nn.Module): Some PyTorch module that extracts graph features.\n", + " - train_x (any input to gcn): The training data as expected by the GCN\n", + " - train_y (torch.Tensor): Training labels\n", + " \"\"\"\n", + " super(ModularModel, self).__init__()\n", + " self.representation = representation\n", + " self.regressor = regressor\n", + " self.likelihood = likelihood\n", + "\n", + " self.train_targets = train_y\n", + " \n", + " def forward(self, train_x):\n", + " train_h = self.representation(train_x)\n", + " if self.training:\n", + " self.regressor.set_train_data(train_h, self.train_targets, strict=False)\n", + " return self.regressor(train_h)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5baaef14-5b97-472f-bf6e-9a2ed0e3b1b0", + "metadata": {}, + "outputs": [], + "source": [ + "class IntegratedModel(gpytorch.models.ExactGP):\n", + " def __init__(self, train_x, train_y, likelihood):\n", + " super(IntegratedModel, self).__init__(train_x, train_y, likelihood)\n", + " self.mean_module = gpytorch.means.ConstantMean()\n", + " self.covar_module = (\n", + " # gpytorch.kernels.GridInterpolationKernel(\n", + " gpytorch.kernels.ScaleKernel(gpytorch.kernels.RBFKernel())\n", + " # num_dims=128, grid_size=100\n", + " )\n", + " self.feature_extractor = feature_extractor\n", + "\n", + " # This module will scale the NN features so that they're nice values\n", + " # self.scale_to_bounds = gpytorch.utils.grid.ScaleToBounds(-1., 1.)\n", + "\n", + " def forward(self, x):\n", + " # We're first putting our data through a deep net (feature extractor)\n", + " projected_x = self.feature_extractor(x)\n", + " # projected_x = self.scale_to_bounds(projected_x) # Make the NN values \"nice\"\n", + "\n", + " mean_x = self.mean_module(projected_x)\n", + " covar_x = self.covar_module(projected_x)\n", + " return gpytorch.distributions.MultivariateNormal(mean_x, covar_x)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4754356f-a142-460f-b028-b858c2f72338", + "metadata": {}, + "outputs": [], + "source": [ + "def make_model_and_likelihood(architecture='modular'):\n", + " likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", + " \n", + " if architecture == 'modular':\n", + " gprt = GPRTest(train_x, train_y, likelihood)\n", + " # the requirement to give train_y is unnecessary with a smarter training loop\n", + " model = ModularModel(feature_extractor, gprt, likelihood, train_y)\n", + " else:\n", + " model = IntegratedModel(train_x, train_y, likelihood)\n", + "\n", + " if torch.cuda.is_available():\n", + " model = model.cuda()\n", + " likelihood = likelihood.cuda()\n", + " \n", + " return model, likelihood" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2533dbd7-7c59-4dca-b64e-744969293d33", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|█████████████████████████████████████████████| 4/4 [00:23<00:00, 5.79s/it]\n", + "100%|█████████████████████████████████████████████| 4/4 [00:18<00:00, 4.54s/it]\n" + ] + } + ], + "source": [ + "def train_model(model, likelihood, train_x, train_y, smoke_test=False):\n", + " def _train():\n", + " # iterator = tqdm.notebook.tqdm(range(training_iterations))\n", + " for i in range(training_iterations):\n", + " # Zero backprop gradients\n", + " optimizer.zero_grad()\n", + " # Get output from model\n", + " output = model(train_x)\n", + " # Calc loss and backprop derivatives\n", + " loss = -mll(output, train_y)\n", + " loss.backward()\n", + " optimizer.step()\n", + " return model\n", + "\n", + " smoke_test = False\n", + " training_iterations = 2 if smoke_test else 60\n", + "\n", + " # Find optimal model hyperparameters\n", + " model.train()\n", + " likelihood.train()\n", + "\n", + " # Use the adam optimizer\n", + " optimizer = torch.optim.Adam([\n", + " {'params': model.parameters()},\n", + " ], lr=0.01)\n", + "\n", + " # \"Loss\" for GPs - the marginal log likelihood\n", + " mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, model)\n", + "\n", + " # train\n", + " model = _train()\n", + " \n", + " return model\n", + "\n", + "def test(model):\n", + " from scipy.stats import pearsonr\n", + " model.eval()\n", + " with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(test_x)\n", + " mae = torch.mean(torch.abs(preds.mean - test_y)).item()\n", + " corr, _ = pearsonr(preds.mean.tolist(), test_y.tolist())\n", + " return mae, corr\n", + "\n", + "results = []\n", + "for architecture in ['modular', 'integrated']:\n", + " for i in tqdm.tqdm(range(4)):\n", + " model, likelihood = make_model_and_likelihood(architecture=architecture)\n", + " model = train_model(model, likelihood, train_x, train_y, smoke_test=False)\n", + " mae, corr = test(model)\n", + " results.append({'architecture': architecture, 'mae': mae, 'corr': corr})" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "562393e9-e83e-4a2b-8e33-81c44bf98fc1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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    " + ], + "text/plain": [ + " mae corr \n", + " mean std mean std\n", + "architecture \n", + "integrated 0.084036 0.001815 0.908350 0.004538\n", + "modular 0.084179 0.002189 0.911018 0.005147" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "pd.DataFrame(results).groupby('architecture').agg(('mean', 'std'))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 9b6935ae975102decfcab131eed3bd34a77817c3 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 20 Feb 2022 02:56:42 -0500 Subject: [PATCH 22/96] Got our DGL graph conv nets working with GPytorch for exact GPs! --- scripts/supervised/exact_dkl_malt.ipynb | 386 ++++++++++++++++++++++++ 1 file changed, 386 insertions(+) create mode 100644 scripts/supervised/exact_dkl_malt.ipynb diff --git a/scripts/supervised/exact_dkl_malt.ipynb b/scripts/supervised/exact_dkl_malt.ipynb new file mode 100644 index 0000000..90cda3e --- /dev/null +++ b/scripts/supervised/exact_dkl_malt.ipynb @@ -0,0 +1,386 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "6f67b104-27ba-45d8-8966-5c74e550f32e", + "metadata": {}, + "outputs": [], + "source": [ + "import math\n", + "import tqdm\n", + "import torch\n", + "import gpytorch\n", + "from matplotlib import pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "id": "60bd57e1-a8ce-4204-92cd-29ec5a56ff82", + "metadata": {}, + "source": [ + "Make Data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7292c1cb-6cd0-4a1e-b8bd-8f3a67f2cf63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import malt\n", + "import torch\n", + "import seaborn as sns\n", + "from malt.molecule import Molecule" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "4a3636e1-d1c0-4105-95de-77d0f236703a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], + "source": [ + "from malt.data.collections import esol\n", + "\n", + "data = esol()\n", + "data.shuffle()\n", + "data_tr, data_te = data.split([8, 2])" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "34987b06-1537-4491-a6c9-7930593aa687", + "metadata": {}, + "outputs": [], + "source": [ + "train_x, train_y = data_tr.batch()\n", + "test_x, test_y = data_te.batch()\n", + "\n", + "if torch.cuda.is_available():\n", + " train_x, train_y, test_x, test_y = train_x.to('cuda:0'), train_y.cuda().ravel(), test_x.to('cuda:0'), test_y.cuda().ravel()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "7bd31142-e4b7-4d6c-9964-3c5600e0f398", + "metadata": {}, + "outputs": [], + "source": [ + "# initialize\n", + "feature_extractor = malt.models.representation.DGLRepresentation(\n", + " out_features=128,\n", + ").cuda()\n", + "\n", + "# feature_extractor = LargeFeatureExtractor()" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "7ba4a15b-1737-484f-8af3-741c856513a0", + "metadata": {}, + "outputs": [], + "source": [ + "class GPRTest(gpytorch.models.ExactGP):\n", + " def __init__(self, train_x, train_y, likelihood):\n", + " super(GPRTest, self).__init__(train_x, train_y, likelihood)\n", + " self.mean_module = gpytorch.means.ConstantMean()\n", + " self.covar_module = gpytorch.kernels.ScaleKernel(\n", + " gpytorch.kernels.RBFKernel(ard_num_dims=128)\n", + " )\n", + "\n", + " def forward(self, projected_x):\n", + " mean_x = self.mean_module(projected_x)\n", + " covar_x = self.covar_module(projected_x)\n", + " return gpytorch.distributions.MultivariateNormal(mean_x, covar_x)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "742b152c-2d1d-4f24-8a76-f8652cf56463", + "metadata": {}, + "outputs": [], + "source": [ + "class ModularModel(gpytorch.models.GP):\n", + " def __init__(self, representation, regressor, likelihood, train_y):\n", + " \"\"\"\n", + " Args:\n", + " - gp (gpytorch.models.ExactGP): A GP that expects to operate on features extracted by a GCN.\n", + " - gcn (torch.nn.Module): Some PyTorch module that extracts graph features.\n", + " - train_x (any input to gcn): The training data as expected by the GCN\n", + " - train_y (torch.Tensor): Training labels\n", + " \"\"\"\n", + " super(ModularModel, self).__init__()\n", + " self.representation = representation\n", + " self.regressor = regressor\n", + " self.likelihood = likelihood\n", + "\n", + " self.train_targets = train_y\n", + " \n", + " def forward(self, train_x):\n", + " train_h = self.representation(train_x)\n", + " if self.training:\n", + " self.regressor.set_train_data(train_h, self.train_targets, strict=False)\n", + " return self.regressor(train_h)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "5baaef14-5b97-472f-bf6e-9a2ed0e3b1b0", + "metadata": {}, + "outputs": [], + "source": [ + "class IntegratedModel(gpytorch.models.ExactGP):\n", + " def __init__(self, train_x, train_y, likelihood):\n", + " super(IntegratedModel, self).__init__(train_x, train_y, likelihood)\n", + " self.mean_module = gpytorch.means.ConstantMean()\n", + " self.covar_module = (\n", + " # gpytorch.kernels.GridInterpolationKernel(\n", + " gpytorch.kernels.ScaleKernel(gpytorch.kernels.RBFKernel())\n", + " # num_dims=128, grid_size=100\n", + " )\n", + " self.feature_extractor = feature_extractor\n", + "\n", + " # This module will scale the NN features so that they're nice values\n", + " # self.scale_to_bounds = gpytorch.utils.grid.ScaleToBounds(-1., 1.)\n", + "\n", + " def forward(self, x):\n", + " # We're first putting our data through a deep net (feature extractor)\n", + " projected_x = self.feature_extractor(x)\n", + " # projected_x = self.scale_to_bounds(projected_x) # Make the NN values \"nice\"\n", + "\n", + " mean_x = self.mean_module(projected_x)\n", + " covar_x = self.covar_module(projected_x)\n", + " return gpytorch.distributions.MultivariateNormal(mean_x, covar_x)" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "4754356f-a142-460f-b028-b858c2f72338", + "metadata": {}, + "outputs": [], + "source": [ + "def make_model_and_likelihood(architecture='modular'):\n", + " likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", + " \n", + " if architecture == 'modular':\n", + " gprt = GPRTest(torch.ones(3), train_y, likelihood)\n", + " # the requirement to give train_y is unnecessary with a smarter training loop\n", + " model = ModularModel(feature_extractor, gprt, likelihood, train_y)\n", + " else:\n", + " model = IntegratedModel(train_x, train_y, likelihood)\n", + "\n", + " if torch.cuda.is_available():\n", + " model = model.cuda()\n", + " likelihood = likelihood.cuda()\n", + " \n", + " return model, likelihood" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "0709c96e-d33c-480d-abbd-3677ffb0fda3", + "metadata": {}, + "outputs": [], + "source": [ + "likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", + "gprt = GPRTest(torch.ones(3), train_y, likelihood)" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "2533dbd7-7c59-4dca-b64e-744969293d33", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|█████████████████████████████████████████████| 4/4 [01:28<00:00, 22.22s/it]\n" + ] + } + ], + "source": [ + "def train_model(model, likelihood, train_x, train_y, smoke_test=False):\n", + " def _train():\n", + " # iterator = tqdm.notebook.tqdm(range(training_iterations))\n", + " for i in range(training_iterations):\n", + " # Zero backprop gradients\n", + " optimizer.zero_grad()\n", + " # Get output from model\n", + " output = model(train_x)\n", + " # Calc loss and backprop derivatives\n", + " loss = -mll(output, train_y).mean()\n", + " loss.backward()\n", + " optimizer.step()\n", + " return model\n", + "\n", + " smoke_test = False\n", + " training_iterations = 2 if smoke_test else 200\n", + "\n", + " # Find optimal model hyperparameters\n", + " model.train()\n", + " likelihood.train()\n", + "\n", + " # Use the adam optimizer\n", + " optimizer = torch.optim.Adam([\n", + " {'params': model.parameters()},\n", + " ], lr=1e-3)\n", + "\n", + " # \"Loss\" for GPs - the marginal log likelihood\n", + " mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, model)\n", + "\n", + " # train\n", + " model = _train()\n", + " \n", + " return model\n", + "\n", + "def test(model):\n", + " from scipy.stats import pearsonr\n", + " model.eval()\n", + " with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(test_x)\n", + " mae = torch.mean(torch.abs(preds.mean - test_y)).item()\n", + " corr, _ = pearsonr(preds.mean.tolist(), test_y.tolist())\n", + " return mae, corr\n", + "\n", + "results = []\n", + "for architecture in ['modular']:\n", + " for i in tqdm.tqdm(range(4)):\n", + " model, likelihood = make_model_and_likelihood(architecture=architecture)\n", + " model = train_model(model, likelihood, train_x, train_y, smoke_test=False)\n", + " mae, corr = test(model)\n", + " results.append({'architecture': architecture, 'mae': mae, 'corr': corr})" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "562393e9-e83e-4a2b-8e33-81c44bf98fc1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    " + ], + "text/plain": [ + " mae corr \n", + " mean std mean std\n", + "architecture \n", + "modular 0.520256 0.047595 0.937639 0.003729" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "pd.DataFrame(results).groupby('architecture').agg(('mean', 'std'))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From d156ae224c2f01478f737613f9482e77167772b8 Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 22 Feb 2022 00:25:51 -0500 Subject: [PATCH 23/96] Fixed datastructure and added some scripts for demonstrating pIC50 and data structures. --- malt/data/collections.py | 4 +- scripts/data/data_structure_playground.ipynb | 193 +------- scripts/supervised/esol_dglgraph.bin | Bin 0 -> 5587471 bytes scripts/supervised/pIC50_test.ipynb | 438 ++++++++++--------- 4 files changed, 244 insertions(+), 391 deletions(-) create mode 100644 scripts/supervised/esol_dglgraph.bin diff --git a/malt/data/collections.py b/malt/data/collections.py index 8e673f1..f0483e3 100644 --- a/malt/data/collections.py +++ b/malt/data/collections.py @@ -3,7 +3,7 @@ # ============================================================================= import dgllife from malt.data.dataset import Dataset -from malt.molecule import AssayedMolecule +from malt.molecule import Molecule, AssayedMolecule import copy # ============================================================================= @@ -13,7 +13,7 @@ def _dataset_from_dgllife(dgllife_dataset): idx = 0 ds = [] for smiles, g, y in dgllife_dataset: - molecule = AssayedMolecule(smiles, g, metadata={'idx': idx, 'y': y.item()}) + molecule = Molecule(smiles, g, metadata={'idx': idx, 'y': y.item()}) idx += 1 ds.append(molecule) diff --git a/scripts/data/data_structure_playground.ipynb b/scripts/data/data_structure_playground.ipynb index 36dcecc..4b55ed5 100644 --- a/scripts/data/data_structure_playground.ipynb +++ b/scripts/data/data_structure_playground.ipynb @@ -224,197 +224,6 @@ "for idx in tqdm(range(len(data))):\n", " t = torch.Tensor([d[key] for d in data[idx]['fluorescence']])" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ca29383c-c38d-4233-b388-3199b1ef70e7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'concentration': 7.72e-07, 'inhibition': -0.0486},\n", - " {'concentration': 3.86e-07, 'inhibition': 0.0359},\n", - " {'concentration': 1.2e-08, 'inhibition': -0.0295},\n", - " {'concentration': 9.9e-08, 'inhibition': 0.0575},\n", - " {'concentration': 0.000198, 'inhibition': -0.256},\n", - 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seaborn as sns\n", "import malt\n", "import pandas as pd\n", - "import dgllife" + "import dgllife\n", + "import math" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "62e16147", "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Processing dgl graphs from scratch...\n", - "Processing molecule 1000/2260\n", - "Processing molecule 2000/2260\n" + "100%|█████████████████████████████████████| 1606/1606 [00:01<00:00, 1557.78it/s]\n" ] } ], "source": [ "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer, CanonicalBondFeaturizer\n", - "df = pd.read_csv('../../../data/moonshot_pIC50.csv', index_col=0)\n", + "from pathlib import Path\n", + "f = f'{Path.home()}/dev/choderalab/data/data/moonshot_fluorescence_titration_curves.csv'\n", + "import pandas as pd\n", + "df = pd.read_csv(f, index_col=0).dropna()\n", + "# df['ic50'] *= 1e4\n", + "df['pic50'] = df['ic50'].apply(lambda x: -math.log10(x))\n", + "df = df.rename(\n", + " {\n", + " 'concentration': 'c',\n", + " 'inhibition': 'inhib',\n", + " 'pic50': 'y',\n", + " }, \n", + " axis=1\n", + ")\n", + "df = df.drop_duplicates('SMILES')\n", "\n", - "dgllife_dataset = dgllife.data.csv_dataset.MoleculeCSVDataset(\n", - " df=df,\n", - " smiles_to_graph=smiles_to_bigraph,\n", - " node_featurizer=CanonicalAtomFeaturizer(),\n", - " edge_featurizer=CanonicalBondFeaturizer(),\n", - " smiles_column='SMILES',\n", - " task_names=[\n", - " # 'MW', 'cLogP', 'r_inhibition_at_20_uM',\n", - " # 'r_inhibition_at_50_uM', 'r_avg_IC50', 'f_inhibition_at_20_uM',\n", - " # 'f_inhibition_at_50_uM', 'f_avg_IC50', 'relative_solubility_at_20_uM',\n", - " # 'relative_solubility_at_100_uM', 'trypsin_IC50',\n", - " 'f_avg_pIC50'\n", - " ],\n", - " init_mask=False,\n", - " cache_file_path='../../../data/moonshot_pIC50.bin'\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "2ff116fe", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "

    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "sns.displot(dgllife_dataset.labels.numpy()[dgllife_dataset.labels.numpy() > 4.005])" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5408668a", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Using backend: pytorch\n" - ] - }, - { - "ename": "NameError", - "evalue": "name 'dgllife_dataset' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9572/2466915180.py\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mmalt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcollections\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0m_dataset_from_dgllife\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mdata\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m_dataset_from_dgllife\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdgllife_dataset\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;31m# mask data if it's at the limit of detection\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mNameError\u001b[0m: name 'dgllife_dataset' is not defined" - ] - } - ], - "source": [ - "from malt.data.collections import _dataset_from_dgllife\n", + "from dgllife.utils import smiles_to_bigraph, CanonicalAtomFeaturizer, CanonicalBondFeaturizer\n", + "\n", + "def parse_graph(smiles):\n", + " return smiles_to_bigraph(\n", + " smiles = smiles,\n", + " node_featurizer = CanonicalAtomFeaturizer(),\n", + " edge_featurizer = CanonicalBondFeaturizer()\n", + " )\n", "\n", - "data = _dataset_from_dgllife(dgllife_dataset)\n", + "from malt import Dataset, AssayedMolecule\n", + "from tqdm import tqdm\n", "\n", - "# mask data if it's at the limit of detection\n", - "data_masked = data[list(np.flatnonzero(np.array(data.y) > 4.005))]\n", + "molecules = []\n", + "for smiles, mol_metadata in tqdm(df.groupby('SMILES')):\n", + " molecule = AssayedMolecule(\n", + " smiles = smiles,\n", + " metadata = {'fluorescence': mol_metadata.drop('SMILES', axis=1).to_dict('records')}\n", + " )\n", + " molecules.append(molecule)\n", + " \n", + "# create dataset\n", + "data = Dataset(molecules)\n", "data.shuffle(seed=2666)\n", - "ds_tr, ds_vl, ds_te = data_masked[:1500].split([8, 1, 1])" + "ds_tr, ds_te = data.split([8, 2])" ] }, { @@ -148,34 +103,34 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 4, "id": "80227b38", "metadata": {}, "outputs": [], "source": [ - "model_choice = 'nn' # 'nn'\n", + "model_choice = 'gp' # 'nn'\n", "if model_choice == \"gp\":\n", " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=128,\n", + " out_features=32,\n", + " hidden_features=32,\n", " ),\n", " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", - " in_features=128, out_features=2,\n", + " in_features=32, out_features=2,\n", " ),\n", " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", - " )\n", - "\n", + " ).cuda()\n", "\n", "elif model_choice == \"nn\":\n", " model = malt.models.supervised_model.SimpleSupervisedModel(\n", " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=128,\n", + " out_features=32,\n", " ),\n", " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", - " in_features=128, out_features=1,\n", + " in_features=32, out_features=1,\n", " ),\n", " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", - " )" + " ).cuda()" ] }, { @@ -188,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 6, "id": "bb68f7d6", "metadata": {}, "outputs": [ @@ -196,18 +151,27 @@ "name": "stdout", "output_type": "stream", "text": [ - "tensor(-0.7225, grad_fn=)\n", - "tensor(1.0590, grad_fn=)\n" + "tensor(0.1266, device='cuda:0', grad_fn=)\n", + "tensor(1.0307, device='cuda:0', grad_fn=)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:10: UserWarning: Using a target size (torch.Size([321])) that is different to the input size (torch.Size([321, 1])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.sqrt(torch.nn.functional.mse_loss(target, input))\n" ] } ], "source": [ "trainer = malt.trainer.get_default_trainer(\n", " without_player=True,\n", - " batch_size=32, # len(ds_tr),\n", - " n_epochs=3000,\n", + " batch_size=len(ds_tr), # len(ds_tr),\n", + " n_epochs=1600,\n", " learning_rate=1e-3\n", ")\n", + "\n", "model = trainer(model, ds_tr)\n", "\n", "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", @@ -219,23 +183,44 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "7f7fe61f", + "execution_count": 7, + "id": "a2ee2e41-f0d8-4534-a227-9164ed760ea6", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor(0.7747, device='cuda:0', grad_fn=)\n", + "tensor(1.0840, device='cuda:0', grad_fn=)\n" + ] }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:10: UserWarning: Using a target size (torch.Size([1284])) that is different to the input size (torch.Size([1284, 1])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.sqrt(torch.nn.functional.mse_loss(target, input))\n" + ] + } + ], + "source": [ + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_tr)\n", + "print(r2)\n", + "\n", + "rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_tr)\n", + "print(rmse)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "7f7fe61f", + "metadata": {}, + "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -247,51 +232,63 @@ } ], "source": [ - "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", - "g, y = next(iter(ds_te_loader))\n", + "import matplotlib.pyplot as plt\n", + "\n", + "g, y = ds_te.batch()\n", "y_hat = model.condition(g).mean\n", - "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy().ravel())\n", - "g.set_axis_labels('y', '\\hat{y}')" + "\n", + "# idx = torch.argmax(y.ravel() - y_hat)\n", + "# y = torch.cat([y[:idx], y[idx+1:]])\n", + "# y_hat = torch.cat([y_hat[:idx], y_hat[idx+1:]])\n", + "\n", + "g = sns.jointplot(\n", + " x = y.ravel().tolist(),\n", + " y = y_hat.ravel().tolist(),\n", + ")\n", + "g.set_axis_labels('y', '\\hat{y}')\n", + "g.fig.suptitle('Test set y (pIC50) vs. \\hat{y} | arch = 3x128 GraphConv')\n", + "g.fig.tight_layout()\n", + "g.fig.subplots_adjust(top=0.95)" ] }, { "cell_type": "code", - "execution_count": 14, - "id": "ab13f389-888d-47d6-a352-3a25ef320f56", + "execution_count": 13, + "id": "c968893e-63e5-429d-aec5-45f376ff5c6d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "(0.49855661624980613, 1.4231587899330497e-21)" ] }, - "execution_count": 14, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ - "sns.displot(ds_te.y)" + "from scipy.stats import pearsonr\n", + "\n", + "pearsonr(y.ravel().tolist(), y_hat.tolist())" + ] + }, + { + "cell_type": "markdown", + "id": "45aec6e2-d176-45bf-a3f8-c5d731aacb3f", + "metadata": {}, + "source": [ + "## ESOL experiments" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 93, "id": "3551d4b5", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [ { "name": "stdout", @@ -315,120 +312,167 @@ "args = parser.parse_args([])\n", "\n", "data = getattr(malt.data.collections, args.data)()\n", - "data.shuffle(seed=2666)\n", - "ds_tr, ds_vl, ds_te = data.split([8, 1, 1])\n", "\n", - "if args.model == \"gp\":\n", - " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=128,\n", - " ),\n", - " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", - " in_features=128, out_features=2,\n", - " ),\n", - " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", - " )\n", "\n", + "def test(data):\n", + " \n", + " data.shuffle(seed=1)\n", + " ds_tr, ds_te = data.split([8, 2])\n", "\n", - "elif args.model == \"nn\":\n", - " model = malt.models.supervised_model.SimpleSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=128,\n", - " ),\n", - " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", - " in_features=128, out_features=1,\n", - " ),\n", - " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", - " )\n", + " if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " ).cuda()\n", "\n", "\n", - "trainer = malt.trainer.get_default_trainer(without_player=True, batch_size=len(ds_tr), n_epochs=3000, learning_rate=1e-3)\n", - "model = trainer(model, ds_tr)\n", + " elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=32, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " ).cuda()\n", "\n", - "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", - "print(r2)\n", "\n", - "rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", - "print(rmse)" + " trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " batch_size=len(ds_tr),\n", + " n_epochs=100,\n", + " learning_rate=1e-3,\n", + " )\n", + " model = trainer(model, ds_tr)\n", + "\n", + " # model_cpu = model.to('cpu')\n", + " r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + "\n", + " # rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", + " # print(rmse)\n", + " return r2" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "0391c491-9ad6-4232-abb2-b56ef2f365f3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [04:54<00:00, 14.73s/it]\n" + ] + } + ], + "source": [ + "from tqdm import tqdm\n", + "r2s = []\n", + "for _ in tqdm(range(20)):\n", + " r2s.append(\n", + " test(data).item()\n", + " )" ] }, { "cell_type": "code", - "execution_count": 39, - "id": "3080db71-912c-492f-be56-8012c0b5cc5d", + "execution_count": 79, + "id": "f4bd2416", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0.5, 1.0, 'hand-coded: testing')" ] }, - "execution_count": 39, + "execution_count": 79, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
    " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "ds_tr.view(by=['g'], batch_size=)" + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "from copy import deepcopy\n", + "\n", + "ds_plot = deepcopy(ds_tr)\n", + "ds_plot_loader = ds_plot.view(batch_size=len(ds_plot))\n", + "g, y = next(iter(ds_plot_loader))\n", + "y_hat = model.condition(g).mean\n", + "g = sns.jointplot(x = ds_plot.batch(by=['y']).ravel().tolist(), y = (y_hat * 0.8).tolist())\n", + "g.set_axis_labels('y', '\\hat{y}')\n", + "plt.title('hand-coded: testing')" ] }, { "cell_type": "code", - "execution_count": 44, - "id": "8062c50e-6f91-4a24-9283-7c4389c40adb", + "execution_count": 53, + "id": "a20744bf-f940-47a9-9069-fdfc08366bb8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Normal(loc: torch.Size([902, 1]), scale: torch.Size([902, 1]))" + "(0.9558257872801152, 1.4668193117261497e-120)" ] }, - "execution_count": 44, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "model.condition(ds_tr.batch(by=['g']))" + "from scipy.stats import pearsonr\n", + "\n", + "pearsonr(\n", + " ds_te.batch(by=['y']).ravel().tolist(), y = (y_hat * 0.8).tolist()\n", + ")" ] }, { "cell_type": "code", - "execution_count": 16, - "id": "f4bd2416", + "execution_count": 51, + "id": "c6e1e683-3d95-4c0b-acee-5c3ee5e550d8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "tensor(0.8804, device='cuda:0', grad_fn=)" ] }, - "execution_count": 16, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ - "ds_te_loader = ds_te.view(batch_size=len(ds_te))\n", - "g, y = next(iter(ds_te_loader))\n", - "y_hat = model.condition(g).mean\n", - "g = sns.jointplot(x = ds_te.y, y = y_hat.detach().numpy())\n", - "g.set_axis_labels('y', '\\hat{y}')" + "from malt.metrics.base_metrics import r2\n", + "\n", + "r2(\n", + " ds_te.batch(by=['y']), (y_hat * 0.95)\n", + ")" ] } ], @@ -448,7 +492,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.9.7" } }, "nbformat": 4, From 54ce788df0822be8869498ed7f1c82ecda6f67b2 Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 22 Feb 2022 00:27:25 -0500 Subject: [PATCH 24/96] Delete lipophilicity_dglgraph.bin shouldn't live on github --- lipophilicity_dglgraph.bin | Bin 38950183 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 lipophilicity_dglgraph.bin 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        architecturecorr_trainr2_trainmae_trainrmse_traincorr_testr2_testmae_testrmse_testloss
        0modular0.9350070.8606270.5967490.7771380.9421290.8765400.6163070.756078[2.61714506149292, 2.5809714794158936, 2.54049...
        1modular0.9478330.8976710.5094880.6658980.9567520.9128540.5156870.635224[1.2449951171875, 1.6401915550231934, 1.301835...
        2modular0.9535260.8773530.5689760.7290170.9591020.8881240.5477700.719734[1.164920687675476, 1.4104291200637817, 1.2109...
        3modular0.9589180.9149570.4639900.6070560.9620840.9188800.4726490.612868[1.1348557472229004, 1.4881178140640259, 1.247...
        4modular0.9602600.9165280.4568330.6014220.9625080.9190070.4662330.612389[1.1051318645477295, 1.2734743356704712, 1.180...
        5modular0.9601130.8672960.6034510.7583160.9592040.8670330.5896180.784648[1.0952177047729492, 1.709147572517395, 1.2670...
        6modular0.9634590.9074260.4906050.6333630.9618600.9028720.5047730.670618[1.0859709978103638, 1.3684605360031128, 1.179...
        7modular0.9638610.8843710.5639430.7078500.9615120.8785940.5673100.749762[1.0767742395401, 1.595017910003662, 1.2433860...
        8modular0.9599580.8690160.5918610.7533860.9546860.8588050.5991120.808561[1.0714296102523804, 1.3495622873306274, 1.155...
        9modular0.9628060.8319130.6954510.8534470.9573590.8260110.6905890.897562[1.0683802366256714, 1.4571950435638428, 1.202...
        \n", + "
        " + ], + "text/plain": [ + " architecture corr_train r2_train mae_train rmse_train corr_test \\\n", + "0 modular 0.935007 0.860627 0.596749 0.777138 0.942129 \n", + "1 modular 0.947833 0.897671 0.509488 0.665898 0.956752 \n", + "2 modular 0.953526 0.877353 0.568976 0.729017 0.959102 \n", + "3 modular 0.958918 0.914957 0.463990 0.607056 0.962084 \n", + "4 modular 0.960260 0.916528 0.456833 0.601422 0.962508 \n", + "5 modular 0.960113 0.867296 0.603451 0.758316 0.959204 \n", + "6 modular 0.963459 0.907426 0.490605 0.633363 0.961860 \n", + "7 modular 0.963861 0.884371 0.563943 0.707850 0.961512 \n", + "8 modular 0.959958 0.869016 0.591861 0.753386 0.954686 \n", + "9 modular 0.962806 0.831913 0.695451 0.853447 0.957359 \n", + "\n", + " r2_test mae_test rmse_test \\\n", + "0 0.876540 0.616307 0.756078 \n", + "1 0.912854 0.515687 0.635224 \n", + "2 0.888124 0.547770 0.719734 \n", + "3 0.918880 0.472649 0.612868 \n", + "4 0.919007 0.466233 0.612389 \n", + "5 0.867033 0.589618 0.784648 \n", + "6 0.902872 0.504773 0.670618 \n", + "7 0.878594 0.567310 0.749762 \n", + "8 0.858805 0.599112 0.808561 \n", + "9 0.826011 0.690589 0.897562 \n", + "\n", + " loss \n", + "0 [2.61714506149292, 2.5809714794158936, 2.54049... \n", + "1 [1.2449951171875, 1.6401915550231934, 1.301835... \n", + "2 [1.164920687675476, 1.4104291200637817, 1.2109... \n", + "3 [1.1348557472229004, 1.4881178140640259, 1.247... \n", + "4 [1.1051318645477295, 1.2734743356704712, 1.180... \n", + "5 [1.0952177047729492, 1.709147572517395, 1.2670... \n", + "6 [1.0859709978103638, 1.3684605360031128, 1.179... \n", + "7 [1.0767742395401, 1.595017910003662, 1.2433860... \n", + "8 [1.0714296102523804, 1.3495622873306274, 1.155... \n", + "9 [1.0683802366256714, 1.4571950435638428, 1.202... " + ] + }, + "execution_count": 298, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.DataFrame(results)" + ] + }, + { + "cell_type": "code", + "execution_count": 276, + "id": "09675de1-1f87-4069-b82b-a9308761c20c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(0.8515, device='cuda:0')" + ] + }, + "execution_count": 276, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.eval()\n", + "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(train_x)\n", + " \n", + "from malt.metrics.base_metrics import r2\n", + "r2(preds.loc, train_y)" + ] + }, + { + "cell_type": "code", + "execution_count": 271, + "id": "31e1e486-3c5d-4d57-a74e-28f8090677ff", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'gpytorch: training')" + ] + }, + "execution_count": 271, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "g = sns.jointplot(x = train_y.tolist(), y = (preds.loc).tolist())\n", + "g.set_axis_labels('y', '\\hat{y}')\n", + "plt.title('gpytorch: training')" + ] } ], "metadata": { From f85b65625a76ee077d3762efb8bd744be720ab10 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 26 Mar 2022 16:50:58 -0400 Subject: [PATCH 28/96] Fixed the tests! --- malt/agents/assayer.py | 17 +- malt/agents/player.py | 3 +- malt/data/collections.py | 2 +- malt/data/dataset.py | 29 +-- malt/data/esol_dglgraph.bin | Bin 0 -> 5587471 bytes malt/data/lipophilicity_dglgraph.bin | Bin 38950183 -> 38950183 bytes malt/data/tests/test_collections.py | 4 +- malt/data/tests/test_dataset.py | 4 +- malt/data/utils.py | 22 +- malt/models/regressor.py | 87 +++++++- malt/models/supervised_model.py | 8 +- malt/models/tests/test_gp.py | 33 +-- malt/models/tests/test_representation.py | 8 +- malt/models/tests/test_supervised_model.py | 4 +- malt/trainer.py | 5 +- scripts/data/data_structure_playground.ipynb | 4 +- scripts/data/fix_tests.ipynb | 208 ++++++++++++++++++ scripts/supervised/esol_dglgraph.bin | Bin 5587471 -> 5587471 bytes scripts/supervised/gpytorch_smoke_test.ipynb | 211 +++++++++++++++++++ 19 files changed, 581 insertions(+), 68 deletions(-) create mode 100644 malt/data/esol_dglgraph.bin create mode 100644 scripts/data/fix_tests.ipynb create mode 100644 scripts/supervised/gpytorch_smoke_test.ipynb diff --git a/malt/agents/assayer.py b/malt/agents/assayer.py index 1b9a96a..b31bd75 100644 --- a/malt/agents/assayer.py +++ b/malt/agents/assayer.py @@ -45,7 +45,7 @@ def __init__(self, dataset: Dataset): super(DatasetAssayer, self).__init__() self.dataset = dataset - def assay(self, dataset): + def assay(self, dataset, by=['y']): """ Assay based on a given dataset. Parameters @@ -59,11 +59,16 @@ def assay(self, dataset): Assayed dataset, with all `y` annotated. """ - for point in dataset: - assert point in self.dataset - point.y = self.dataset[point].y - point.extra = self.dataset[point].extra - + for molecule in dataset: + + assert molecule in self.dataset + + if molecule.metadata is None: + molecule.metadata = {} + + for key in by: + molecule.metadata[key] = self.dataset[molecule].metadata[key] + return dataset class DockingAssayer(Assayer): diff --git a/malt/agents/player.py b/malt/agents/player.py index b77d739..b5304e7 100644 --- a/malt/agents/player.py +++ b/malt/agents/player.py @@ -1,4 +1,5 @@ import abc +import torch from typing import Union, Callable from .agent import Agent from .merchant import Merchant @@ -114,7 +115,7 @@ def prioritize(self): if len(self.merchant.catalogue()) == 0: return None posterior = self.model.condition( - self.merchant.catalogue().get_batch_of_all_g(), + self.merchant.catalogue().batch(by=['g']), ) best = int(self.policy(posterior).item()) diff --git a/malt/data/collections.py b/malt/data/collections.py index f0483e3..e01d29b 100644 --- a/malt/data/collections.py +++ b/malt/data/collections.py @@ -65,7 +65,7 @@ def linear_alkanes(max_carbon=10): dataset = Dataset([Molecule(idx * "C") for idx in range(1, max_carbon+1)]) def annotate(molecule): - molecule.y = len(molecule.smiles) + molecule.metadata = {'y': float(len(molecule.smiles))} return molecule dataset = dataset.apply(annotate) return dataset diff --git a/malt/data/dataset.py b/malt/data/dataset.py index 0b6ab03..f4f77ec 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -5,7 +5,7 @@ import malt import torch from malt.molecule import Molecule -from malt.data.utils import collate_metadata, collate_metadata_assays +from malt.data.utils import collate_metadata from typing import Union, Iterable # ============================================================================= @@ -14,19 +14,16 @@ class Dataset(torch.utils.data.Dataset): """A collection of Molecules with functionalities to be compatible with training and optimization. - Parameters ---------- molecules : List[malt.Molecule] A list of Molecules. - Methods ------- featurize(molecules) Featurize all molecules in the dataset. view() Generate a torch.utils.data.DataLoader from this Dataset. - """ _lookup = None @@ -138,7 +135,6 @@ def __iter__(self): def append(self, molecule): """Append a molecule to the dataset. - Parameters ---------- molecule : molecule @@ -162,10 +158,10 @@ def smiles(self): @staticmethod def _batch( molecules=None, by=['g', 'y'], assay=None, - batch_meta=collate_metadata + batch_meta=collate_metadata, + **kwargs ): """ Batches molecules by provided keys. - Parameters ---------- molecules : list of molecules @@ -174,12 +170,10 @@ def _batch( Filter metadata using assay key. by : Union[Iterable, str] Attributes of molecule on which to batch. - Returns ------- ret : Union[tuple, dgl.Graph, torch.Tensor] Batched data, in order of keys passed in `by` argument. - """ from collections import defaultdict ret = defaultdict(list) @@ -191,7 +185,7 @@ def _batch( for molecule in molecules: for key in by: - if key is 'g': + if key == 'g': # featurize graphs if not molecule.is_featurized(): molecule.featurize() @@ -207,6 +201,8 @@ def _batch( ret['g'] = dgl.batch(ret['g']) else: ret[key] = torch.tensor(ret[key])[:,None] + if torch.cuda.is_available(): + ret[key] = ret[key].to(torch.cuda.current_device()) # return batches ret = (*ret.values(), ) @@ -219,13 +215,6 @@ def _batch( def batch(self, **kwargs): return self._batch(molecules=self.molecules, **kwargs) - - def batch_all_g(self): - return self.batch( - by='g', - batch_size=len(self) - ) - def erase_annotation(self): for molecule in self.molecules: molecule.erase_annotation() @@ -246,7 +235,6 @@ def view( **kwargs, ): """Provide a data loader from portfolio. - Parameters ---------- collate_fn : None or callable @@ -254,13 +242,10 @@ def view( assay : Union[None, str] Batch data from molecules using key provided to filter metadata. by : 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        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "g = sns.jointplot(x = y.ravel().tolist(), y = (preds.loc).tolist())\n", + "g.set_axis_labels('y', '\\hat{y}')\n", + "plt.title('gpytorch: training')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 8dfdadefbdf869c736cc304e724f2ef82d550fe3 Mon Sep 17 00:00:00 2001 From: miretchin Date: Mon, 28 Mar 2022 01:59:51 -0400 Subject: [PATCH 29/96] Fixed the training loop to accommodate new inclusive API for GPyTorch and hardcoded model. --- malt/metrics/supervised_metrics.py | 2 +- malt/models/__init__.py | 2 +- malt/models/marginal_likelihood.py | 71 ++ malt/models/regressor.py | 145 ++-- malt/models/supervised_model.py | 41 +- malt/trainer.py | 32 +- scripts/supervised/esol_dglgraph.bin | Bin 5587471 -> 0 bytes scripts/supervised/exact_gp_playground.ipynb | 757 +++++++++++++++++++ 8 files changed, 906 insertions(+), 144 deletions(-) create mode 100644 malt/models/marginal_likelihood.py delete mode 100644 scripts/supervised/esol_dglgraph.bin create mode 100644 scripts/supervised/exact_gp_playground.ipynb diff --git a/malt/metrics/supervised_metrics.py b/malt/metrics/supervised_metrics.py index 6ba6aa6..66f2a36 100644 --- a/malt/metrics/supervised_metrics.py +++ b/malt/metrics/supervised_metrics.py @@ -10,7 +10,7 @@ def __init__(self): def __call__(self, model, ds_te): ds_te_loader = ds_te.view(batch_size=len(ds_te)) g, y = next(iter(ds_te_loader)) - y_hat = model.condition(g).mean + y_hat = model(g).mean return getattr(malt.metrics.base_metrics, self.base_metric)(y_hat, y) class MSE(SupervisedMetrics): diff --git a/malt/models/__init__.py b/malt/models/__init__.py index b0b4898..d63fe93 100644 --- a/malt/models/__init__.py +++ b/malt/models/__init__.py @@ -1 +1 @@ -from . import regressor, representation, likelihood, supervised_model +from . import regressor, representation, likelihood, marginal_likelihood, supervised_model diff --git a/malt/models/marginal_likelihood.py b/malt/models/marginal_likelihood.py new file mode 100644 index 0000000..cad53c3 --- /dev/null +++ b/malt/models/marginal_likelihood.py @@ -0,0 +1,71 @@ +import abc +import torch +from typing import Union +from .likelihood import Likelihood +from .regressor import Regressor +from .supervised_model import SupervisedModel + +class MarginalLikelihood(torch.nn.Module, abc.ABC): + """ Base class for marginal likelihood. """ + + def __init__( + self, + likelihood: Likelihood, + model: SupervisedModel, + ) -> None: + super(MarginalLikelihood, self).__init__() + self.likelihood = likelihood + self.model = model + + @abc.abstractmethod + def forward(self, output, target, *args, **kwargs) -> torch.Tensor: + """ Computes marginal likelihood given output distribution, target. """ + raise NotImplementedError + + +class SimpleMarginalLogLikelihood(MarginalLikelihood): + """ Get predictive posterior distribution. """ + + def __init__( + self, + likelihood: Likelihood, + model: SupervisedModel, + ) -> None: + super(SimpleMarginalLogLikelihood, self).__init__( + likelihood=likelihood, + model=model + ) + + def forward(self, output, target, *args, **kwargs): + + mll = output.log_prob(target).mean() + + return mll + + +class ExactMarginalLogLikelihood(MarginalLikelihood): + """ Exact marginal log likelihood for Gaussian process. """ + + def __init__( + self, + likelihood: Likelihood, + model: SupervisedModel, + ) -> None: + super(ExactMarginalLogLikelihood, self).__init__( + likelihood=likelihood, + model=model + ) + + def forward(self, output, target, *args, **kwargs): + + import math + + alpha, l_low = self.model.regressor.mll_vars + + mll = ( + -0.5 * (target.t() @ alpha) + + torch.trace(l_low) + + 0.5 * target.shape[0] * math.log(2.0 * math.pi) + ) + + return mll diff --git a/malt/models/regressor.py b/malt/models/regressor.py index 69a1e54..8e3b710 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -105,10 +105,12 @@ def forward(self, x): class ExactGaussianProcessRegressor(Regressor): + epsilon = 1e-5 def __init__( self, + train_targets: torch.Tensor, in_features: int = 128, out_features: int = 2, kernel_factory: torch.nn.Module = RBF, @@ -120,35 +122,49 @@ def __init__( out_features=out_features, ) + self.train_targets = train_targets + # construct kernel self.kernel = kernel_factory( in_features=in_features, ) - self.in_features = in_features self.log_sigma = torch.nn.Parameter( torch.tensor(log_sigma), ) + def _perturb(self, k): + """Add small noise `epsilon` to the diagonal of covariant matrix. + Parameters + ---------- + k : `torch.Tensor`, `shape=(n_data_points, n_data_points)` + Covariant matrix. + Returns + ------- + k : `torch.Tensor`, `shape=(n_data_points, n_data_points)` + Preturbed covariant matrix. + """ + # introduce noise along the diagonal + noise = self.epsilon * torch.eye(*k.shape, device=k.device) + return k + noise + def _get_kernel_and_auxiliary_variables( self, x_tr, y_tr, - x_te=None, + x_te, ): """ Get kernel and auxiliary variables for forward pass. """ # compute the kernels k_tr_tr = self._perturb(self.kernel.forward(x_tr, x_tr)) - if x_te is not None: # during test + if self.training: + k_te_te = k_te_tr = k_tr_te = k_tr_tr + else: k_te_te = self._perturb(self.kernel.forward(x_te, x_te)) k_te_tr = self._perturb(self.kernel.forward(x_te, x_tr)) - # k_tr_te = self.forward(x_tr, x_te) - k_tr_te = k_te_tr.t() # save time - - else: # during train - k_te_te = k_te_tr = k_tr_te = k_tr_tr + k_tr_te = k_te_tr.t() # (batch_size_tr, batch_size_tr) k_plus_sigma = k_tr_tr + torch.exp(self.log_sigma) * torch.eye( @@ -171,37 +187,25 @@ def _get_kernel_and_auxiliary_variables( return k_tr_tr, k_te_te, k_te_tr, k_tr_te, l_low, alpha - def condition(self, x_te, *args, x_tr=None, y_tr=None, **kwargs): + def forward(self, x_te, *args, **kwargs): r"""Calculate the predictive distribution given `x_te`. - Note - ---- - Here we allow the speicifaction of sampler but won't actually - use it here in this version. - Parameters ---------- - x_te : `torch.Tensor`, `shape=(n_te, hidden_dimension)` + x : `torch.Tensor`, `shape=(n_te, hidden_dimension)` Test input. - x_tr : `torch.Tensor`, `shape=(n_tr, hidden_dimension)` - (Default value = None) - Training input. - - y_tr : `torch.Tensor`, `shape=(n_tr, 1)` - (Default value = None) - Test input. - - sampler : `torch.optim.Optimizer` or `pinot.Sampler` - (Default value = None) - Sampler. - Returns ------- - distribution : `torch.distributions.Distribution` + y_pred : `torch.distributions.Distribution` Predictive distribution. """ + if self.training: + self.train_inputs = x_te + + x_tr = self.train_inputs + y_tr = self.train_targets # get parameters ( @@ -213,6 +217,10 @@ def condition(self, x_te, *args, x_tr=None, y_tr=None, **kwargs): alpha, ) = self._get_kernel_and_auxiliary_variables(x_tr, y_tr, x_te) + # gather inputs for marginal log likelihood + # if self.training: + self.mll_vars = alpha, l_low + # compute mean # (batch_size_te, 1) mean = k_te_tr @ alpha @@ -223,88 +231,26 @@ def condition(self, x_te, *args, x_tr=None, y_tr=None, **kwargs): # (batch_size_te, batch_size_te) variance = k_te_te - v.t() @ v - # ensure symetric + # ensure symmetric variance = 0.5 * (variance + variance.t()) - # $ p(y|X) = \int p(y|f)p(f|x) df $ - # variance += torch.exp(self.log_sigma) * torch.eye( - # *variance.shape, - # device=variance.device) - # construct noise predictive distribution - distribution = ( + y_pred = ( torch.distributions.multivariate_normal.MultivariateNormal( mean.flatten(), variance ) ) - return distribution - - def _perturb(self, k): - """Add small noise `epsilon` to the diagonal of covariant matrix. - Parameters - ---------- - k : `torch.Tensor`, `shape=(n_data_points, n_data_points)` - Covariant matrix. - Returns - ------- - k : `torch.Tensor`, `shape=(n_data_points, n_data_points)` - Preturbed covariant matrix. - """ - # introduce noise along the diagonal - noise = self.epsilon * torch.eye(*k.shape, device=k.device) - - return k + noise + return y_pred - def loss(self, x_tr, y_tr, *args, **kwargs): - r"""Compute the loss. - Note - ---- - Defined to be negative Gaussian likelihood. - Parameters - ---------- - x_tr : `torch.Tensor`, `shape=(n_training_data, hidden_dimension)` - Input of training data. - y_tr : `torch.Tensor`, `shape=(n_training_data, 1)` - Target of training data. - Returns - ------- - nll : `torch.Tensor`, `shape=(,)` - Negative log likelihood. - """ - # point data to object - self._x_tr = x_tr - self._y_tr = y_tr - - # get the parameters - ( - k_tr_tr, - k_te_te, - k_te_tr, - k_tr_te, - l_low, - alpha, - ) = self._get_kernel_and_auxiliary_variables(x_tr, y_tr) - - import math - - # we return the exact nll with constant - nll = ( - 0.5 * (y_tr.t() @ alpha) - + torch.trace(l_low) - + 0.5 * y_tr.shape[0] * math.log(2.0 * math.pi) - ) - - return nll + condition = forward class GPyTorchExactRegressor(Regressor, gpytorch.models.ExactGP): - train_inputs = torch.ones(1) - train_targets = torch.ones(1) - def __init__( self, + train_targets, in_features: int = 32, out_features: int = 2, *args @@ -312,14 +258,17 @@ def __init__( # it always has to be a Gaussian likelihood anyway likelihood = gpytorch.likelihoods.GaussianLikelihood() + dummy_inputs = torch.ones(1) super(GPyTorchExactRegressor, self).__init__( in_features, out_features, - self.train_inputs, - self.train_targets, + dummy_inputs, # required by class + train_targets, likelihood, ) + # set debug state to false for DGKL + gpytorch.settings.debug._state = False self.mean_module = gpytorch.means.ConstantMean() self.covar_module = gpytorch.kernels.ScaleKernel( gpytorch.kernels.RBFKernel(ard_num_dims=in_features) @@ -351,6 +300,8 @@ def forward(self, x, *args, **kwargs): distribution : `torch.distributions.Distribution` Predictive distribution. """ + if self.training: + self.set_train_data(inputs=x, strict=False) mean_x = self.mean_module(x) covar_x = self.covar_module(x) return gpytorch.distributions.MultivariateNormal(mean_x, covar_x) diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index 82bef1b..adc0a6e 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -3,6 +3,7 @@ # ============================================================================= import abc import torch +import gpytorch from typing import Any from .regressor import Regressor from .representation import Representation @@ -53,15 +54,10 @@ def __init__( self.likelihood = likelihood @abc.abstractmethod - def condition(self, *args, **kwargs): + def forward(self, *args, **kwargs): """ Make predictive posterior. """ raise NotImplementedError - @abc.abstractmethod - def loss(self, *args, **kwargs): - """ Compute loss. """ - raise NotImplementedError - class SimpleSupervisedModel(SupervisedModel): """ A supervised model that only takes graph. """ @@ -78,7 +74,7 @@ def __init__( likelihood=likelihood, ) - def condition(self, g): + def forward(self, g): # graph -> latent representation h = self.representation(g) @@ -90,19 +86,10 @@ def condition(self, g): return distribution - def loss(self, g, y): - # get predictive posterior distribution - distribution = self.condition(g) - - return -distribution.log_prob(y).mean() - -class GaussianProcessSupervisedModel(SupervisedModel): +class GaussianProcessSupervisedModel(SupervisedModel, gpytorch.models.GP): """ A supervised model that only takes graph. """ - x_tr = None - y_tr = None - def __init__( self, representation: Representation, @@ -122,20 +109,12 @@ def _blind_condition(self, g): torch.ones(g.batch_size, 1), ) - def condition(self, g): - if self.x_tr is None or self.y_tr is None: - return self._blind_condition(g) - + def forward(self, g): + # graph -> latent representation h = self.representation(g) - return self.regressor.condition( - h, - x_tr=self.x_tr.to(h.device), - y_tr=self.y_tr.to(h.device), - ) - def loss(self, g, y): - h = self.representation(g) - self.x_tr = h - self.y_tr = y - return self.regressor.loss(h, y) + # latent representation -> distribution + y_pred = self.regressor.condition(h) + + return y_pred diff --git a/malt/trainer.py b/malt/trainer.py index 1d96d2b..150d550 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -47,6 +47,7 @@ def get_default_trainer( def _default_trainer_without_player( model, ds, + marginal_likelihood, optimizer=optimizer, learning_rate=learning_rate, n_epochs=n_epochs, @@ -96,29 +97,32 @@ def _default_trainer_without_player( ) # train - model.train() for idx_epoch in range(n_epochs): # loop through the epochs + + model.train() for x in ds_tr: # loop through the dataset x = [_x.to(device) for _x in x] + inputs, targets = x optimizer.zero_grad() - loss = model.loss(*x).mean() # average just in case + output = model(inputs) + loss = -marginal_likelihood(output, targets).mean() loss.backward() optimizer.step() + # model.eval() + # with torch.no_grad(): + # x = next(iter(ds_vl)) + # x = [_x.to(device) for _x in x] + # inputs, targets = x + # output = model(inputs) + # print(model.regressor.mll_vars[0].shape) + # loss = -marginal_likelihood(output, targets).mean() - with torch.no_grad(): - x = next(iter(ds_vl)) - x = [_x.to(device) for _x in x] - loss = model.loss(*x).mean() - - if idx_epoch > warmup: - scheduler.step(loss) - if optimizer.param_groups[0]['lr'] < min_learning_rate: - break + # if idx_epoch > warmup: + # scheduler.step(loss) + # if optimizer.param_groups[0]['lr'] < min_learning_rate: + # break - x = next(iter(ds_tr)) - x = [_x.to(device) for _x in x] - loss = model.loss(*x).mean() model = model.to(original_device) return model diff --git a/scripts/supervised/esol_dglgraph.bin b/scripts/supervised/esol_dglgraph.bin deleted file mode 100644 index 5e504c1a1fb31c0960ae06106f581d8556cb9733..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5587471 zcmeEP37A|()$L&?fP{UAVP9qWBMJh^03r~ORV5%oK){In8r<15EMXM^*%1%~A#R9@ z7!fiZ+(1wkm#Bz<{-OvfiXx!mf6wcCGBr0ZB_f<~aTc>WFd;4|w>v}z% zao6AW#%K54^3jD_or5@Ok&eCfw;tPbd2x2>_{{{Bs)7IT=RyAjry%C4=-@VzZEBxkWVdL)c@ zLT_Ju@SffIhV6h`tBw=i(BWUVeaC;(2S0HU=1N73?>vWA4}0i8I@#U-7l4cH)oT zv%_n(7OwPg{r@i9YC%8eKlsbNs&U%qoYR@#R==G;Tc^ZKp0wUZv-i;3&jn{x6=wc%AsjAIGbe z&$zTPALE?=)RcTZ!+5PLI`w2c*7MoRJAT$Fd^|88y522M2F_#MR3<3Z!RHI-xAeT@ zyn9dU=;e6#$({VW6sd!GvmW~$epB^)q`ucbc2{LzH>-2rbA8sCw$;P)p5t7P_{}@M zUY-BcN2Gqvds+hHaU8FXX}feDzdM%cNG>bFDfSZXJm8j&Y>B5VVo6tXBJ7 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        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "model.eval()\n", + "\n", + "import seaborn as sns\n", + "\n", + "preds = model(train_x)\n", + "\n", + "g = sns.jointplot(x = train_y.ravel().tolist(), y = (preds.loc).tolist())\n", + "g.set_axis_labels('y', '\\hat{y}')\n", + "plt.title('gpytorch: training')" + ] + }, + { + "cell_type": "markdown", + "id": "e93eeb29-14be-4680-ab38-107ca41fb37d", + "metadata": {}, + "source": [ + "### Testing hard-coded API" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "id": "c7fd5539-5c47-4510-84df-b843bd7871df", + "metadata": {}, + "outputs": [], + "source": [ + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " train_targets=train_y,\n", + " ),\n", + " # likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ").cuda()" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "873402bd-c91b-48d1-9031-e140be726de9", + "metadata": {}, + "outputs": [], + "source": [ + "# define marginal log likelihood\n", + "from malt.models.marginal_likelihood import ExactMarginalLogLikelihood\n", + "\n", + "mll = ExactMarginalLogLikelihood(model.likelihood, model)\n", + "\n", + "# define optimizer\n", + "optimizer = torch.optim.Adam([\n", + " {'params': model.parameters()},\n", + "], lr=1e-3)" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "4c917cc5-9441-4b35-b8ec-78239985de99", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|████████████████████████████████████████████████████████████████████████████████| 200/200 [00:16<00:00, 12.28it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rmse: 2.941166400909424 \n", + "mae: 2.33052921295166 \n", + "corr: [0.9984399032683122] \n", + "r2: 0.996692419052124\n" + ] + } + ], + "source": [ + "model, loss_history = train(model, optimizer, mll)\n", + "model.eval()\n", + "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(train_x).loc\n", + "rmse, mae, corr, r2 = test(model, train_x, train_y)\n", + "print('rmse:', rmse, '\\nmae:', mae, '\\ncorr:', corr, '\\nr2:', r2)" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "id": "46ee0301-d76c-47f3-af1d-3b408d8fadb4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "model.eval()\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.scatter(\n", + " model(train_x).loc.tolist(),\n", + " train_y.tolist(),\n", + ")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/scripts/supervised/exact_gp_playground.ipynb b/scripts/supervised/exact_gp_playground.ipynb deleted file mode 100644 index faa2e34..0000000 --- a/scripts/supervised/exact_gp_playground.ipynb +++ /dev/null @@ -1,757 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "35cde149-8b0f-4a9f-82c3-cf1286887a65", - "metadata": {}, - "source": [ - "# Exact GP playground" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "88d98508-3546-4ab6-98d1-b4404b748d62", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Using backend: pytorch\n" - ] - } - ], - "source": [ - "import torch\n", - "import malt\n", - "import abc\n", - "import gpytorch" - ] - }, - { - "cell_type": "markdown", - "id": "a2ce02c6-af15-4290-ba79-a340a4617ee7", - "metadata": { - "tags": [] - }, - "source": [ - "### Pre-reqs" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "f34b586f-044a-4392-adfd-ce60af117545", - "metadata": {}, - "outputs": [], - "source": [ - "# =============================================================================\n", - "# KERNELS\n", - "# =============================================================================\n", - "class RBF(torch.nn.Module):\n", - " r\"\"\"A Gaussian Process Kernel that hosts parameters.\n", - "\n", - " Note\n", - " ----\n", - " l could be either of shape 1 or hidden dim\n", - "\n", - " \"\"\"\n", - "\n", - " def __init__(self, in_features, scale=0.0, variance=0.0, ard=True):\n", - "\n", - " super(RBF, self).__init__()\n", - "\n", - " if ard is True:\n", - " self.scale = torch.nn.Parameter(scale * torch.ones(in_features))\n", - "\n", - " else:\n", - " self.scale = torch.nn.Parameter(torch.tensor(scale))\n", - "\n", - " self.variance = torch.nn.Parameter(torch.tensor(variance))\n", - "\n", - " def distance(self, x, x_):\n", - " \"\"\" Distance between data points. \"\"\"\n", - " return torch.norm(x[:, None, :] - x_[None, :, :], p=2, dim=2)\n", - "\n", - " def forward(self, x, x_=None):\n", - " \"\"\" Forward pass. \"\"\"\n", - " # replicate x if there's no x_\n", - " if x_ is None:\n", - " x_ = x\n", - "\n", - " # for now, only allow two dimension\n", - " assert x.dim() == 2\n", - " assert x_.dim() == 2\n", - "\n", - " x = x * torch.exp(self.scale)\n", - " x_ = x_ * torch.exp(self.scale)\n", - "\n", - " # (batch_size, batch_size)\n", - " distance = self.distance(x, x_)\n", - "\n", - " # convariant matrix\n", - " # (batch_size, batch_size)\n", - " k = torch.exp(self.variance) * torch.exp(-0.5 * distance)\n", - "\n", - " return k" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "e8902955-dd8e-46b5-9c17-1cba6f713da8", - "metadata": {}, - "outputs": [], - "source": [ - "class Regressor(torch.nn.Module, abc.ABC):\n", - " \"\"\"Base class for a regressor.\"\"\"\n", - "\n", - " def __init__(self, in_features, out_features, *args, **kwargs):\n", - " super(Regressor, self).__init__(*args, **kwargs)\n", - " self.in_features = in_features\n", - " self.out_features = out_features\n", - "\n", - "class ExactGaussianProcessRegressor(Regressor, gpytorch.models.GP):\n", - " epsilon = 1e-5\n", - "\n", - " def __init__(\n", - " self,\n", - " in_features: int = 128,\n", - " out_features: int = 2,\n", - " kernel_factory: torch.nn.Module = RBF,\n", - " log_sigma: float = -3.0,\n", - " ):\n", - " assert out_features == 2\n", - " super(ExactGaussianProcessRegressor, self).__init__(\n", - " in_features=in_features,\n", - " out_features=out_features,\n", - " )\n", - "\n", - " # construct kernel\n", - " self.kernel = kernel_factory(\n", - " in_features=in_features,\n", - " )\n", - "\n", - " self.in_features = in_features\n", - " self.log_sigma = torch.nn.Parameter(\n", - " torch.tensor(log_sigma),\n", - " )\n", - "\n", - " def _get_kernel_and_auxiliary_variables(\n", - " self,\n", - " x_tr,\n", - " y_tr,\n", - " x_te=None,\n", - " ):\n", - " \"\"\" Get kernel and auxiliary variables for forward pass. \"\"\"\n", - "\n", - " # compute the kernels\n", - " k_tr_tr = self._perturb(self.kernel.forward(x_tr, x_tr))\n", - "\n", - " if x_te is not None: # during test\n", - " k_te_te = self._perturb(self.kernel.forward(x_te, x_te))\n", - " k_te_tr = self._perturb(self.kernel.forward(x_te, x_tr))\n", - " # k_tr_te = self.forward(x_tr, x_te)\n", - " k_tr_te = k_te_tr.t() # save time\n", - "\n", - " else: # during train\n", - " k_te_te = k_te_tr = k_tr_te = k_tr_tr\n", - "\n", - " # (batch_size_tr, batch_size_tr)\n", - " k_plus_sigma = k_tr_tr + torch.exp(self.log_sigma) * torch.eye(\n", - " k_tr_tr.shape[0], device=k_tr_tr.device\n", - " )\n", - "\n", - " # (batch_size_tr, batch_size_tr)\n", - " l_low = torch.cholesky(k_plus_sigma)\n", - " l_up = l_low.t()\n", - "\n", - " # (batch_size_tr. 1)\n", - " l_low_over_y, _ = torch.triangular_solve(\n", - " input=y_tr, A=l_low, upper=False\n", - " )\n", - "\n", - " # (batch_size_tr, 1)\n", - " alpha, _ = torch.triangular_solve(\n", - " input=l_low_over_y, A=l_up, upper=True\n", - " )\n", - "\n", - " return k_tr_tr, k_te_te, k_te_tr, k_tr_te, l_low, alpha\n", - "\n", - " def condition(self, x_te, *args, x_tr=None, y_tr=None, **kwargs):\n", - " r\"\"\"Calculate the predictive distribution given `x_te`.\n", - "\n", - " Note\n", - " ----\n", - " Here we allow the speicifaction of sampler but won't actually\n", - " use it here in this version.\n", - "\n", - " Parameters\n", - " ----------\n", - " x_te : `torch.Tensor`, `shape=(n_te, hidden_dimension)`\n", - " Test input.\n", - "\n", - " x_tr : `torch.Tensor`, `shape=(n_tr, hidden_dimension)`\n", - " (Default value = None)\n", - " Training input.\n", - "\n", - " y_tr : `torch.Tensor`, `shape=(n_tr, 1)`\n", - " (Default value = None)\n", - " Test input.\n", - "\n", - " sampler : `torch.optim.Optimizer` or `pinot.Sampler`\n", - " (Default value = None)\n", - " Sampler.\n", - "\n", - " Returns\n", - " -------\n", - " distribution : `torch.distributions.Distribution`\n", - " Predictive distribution.\n", - "\n", - " \"\"\"\n", - "\n", - " # get parameters\n", - " (\n", - " k_tr_tr,\n", - " k_te_te,\n", - " k_te_tr,\n", - " k_tr_te,\n", - " l_low,\n", - " alpha,\n", - " ) = self._get_kernel_and_auxiliary_variables(x_tr, y_tr, x_te)\n", - "\n", - " # compute mean\n", - " # (batch_size_te, 1)\n", - " mean = k_te_tr @ alpha\n", - "\n", - " # (batch_size_tr, batch_size_te)\n", - " v, _ = torch.triangular_solve(input=k_tr_te, A=l_low, upper=False)\n", - "\n", - " # (batch_size_te, batch_size_te)\n", - " variance = k_te_te - v.t() @ v\n", - "\n", - " # ensure symetric\n", - " variance = 0.5 * (variance + variance.t())\n", - "\n", - " # $ p(y|X) = \\int p(y|f)p(f|x) df $\n", - " # variance += torch.exp(self.log_sigma) * torch.eye(\n", - " # *variance.shape,\n", - " # device=variance.device)\n", - "\n", - " # construct noise predictive distribution\n", - " distribution = (\n", - " torch.distributions.multivariate_normal.MultivariateNormal(\n", - " mean.flatten(), variance\n", - " )\n", - " )\n", - "\n", - " return distribution\n", - "\n", - " def _perturb(self, k):\n", - " \"\"\"Add small noise `epsilon` to the diagonal of covariant matrix.\n", - " Parameters\n", - " ----------\n", - " k : `torch.Tensor`, `shape=(n_data_points, n_data_points)`\n", - " Covariant matrix.\n", - " Returns\n", - " -------\n", - " k : `torch.Tensor`, `shape=(n_data_points, n_data_points)`\n", - " Preturbed covariant matrix.\n", - " \"\"\"\n", - " # introduce noise along the diagonal\n", - " noise = self.epsilon * torch.eye(*k.shape, device=k.device)\n", - "\n", - " return k + noise\n", - "\n", - " def loss(self, x_tr, y_tr, *args, **kwargs):\n", - " r\"\"\"Compute the loss.\n", - " Note\n", - " ----\n", - " Defined to be negative Gaussian likelihood.\n", - " Parameters\n", - " ----------\n", - " x_tr : `torch.Tensor`, `shape=(n_training_data, hidden_dimension)`\n", - " Input of training data.\n", - " y_tr : `torch.Tensor`, `shape=(n_training_data, 1)`\n", - " Target of training data.\n", - " Returns\n", - " -------\n", - " nll : `torch.Tensor`, `shape=(,)`\n", - " Negative log likelihood.\n", - " \"\"\"\n", - "# # point data to object\n", - "# self._x_tr = x_tr\n", - "# self._y_tr = y_tr\n", - "\n", - "# # get the parameters\n", - "# (\n", - "# k_tr_tr,\n", - "# k_te_te,\n", - "# k_te_tr,\n", - "# k_tr_te,\n", - "# l_low,\n", - "# alpha,\n", - "# ) = self._get_kernel_and_auxiliary_variables(x_tr, y_tr)\n", - "\n", - "# import math\n", - "\n", - "# # we return the exact nll with constant\n", - "# nll = (\n", - "# 0.5 * (y_tr.t() @ alpha)\n", - "# + torch.trace(l_low)\n", - "# + 0.5 * y_tr.shape[0] * math.log(2.0 * math.pi)\n", - "# )\n", - " \n", - " preds = self.condition(x_tr, x_tr=x_tr, y_tr=y_tr)\n", - " # nll = preds.log_prob(y_tr.ravel())\n", - " \n", - " import gpytorch\n", - " likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", - " mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, self)\n", - "\n", - " output = gpytorch.distributions.MultivariateNormal(preds.loc.cpu(), preds.covariance_matrix.cpu())\n", - " nll = -mll(output, y_tr.cpu()).mean()\n", - " \n", - " return nll" - ] - }, - { - "cell_type": "markdown", - "id": "2538018d-4d6f-480f-8173-aaa5235a93d3", - "metadata": {}, - "source": [ - "### Testing" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "62cb1568-992e-490a-b33c-1e3548e491bb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "torch.manual_seed(0)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "e5ee9c2a-730a-495d-a93c-0d0c3839cab7", - "metadata": {}, - "outputs": [], - "source": [ - "# mvn = net.condition(graph)\n", - "\n", - "# torch.exp(mvn.log_prob(torch.tensor([[5.0]])))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "0c50ee7f-ccaa-4496-a492-99f2cf718994", - "metadata": {}, - "outputs": [], - "source": [ - "# import torch\n", - "# import dgl\n", - "# import malt\n", - "\n", - "# y = torch.Tensor([[5.0]])\n", - "# mol = malt.Molecule(\"C\")\n", - "# mol.featurize()\n", - "# graph = dgl.batch([mol.g])\n", - "\n", - "# y = net.loss(graph, torch.tensor([[5.0]]))\n", - "# # y.backward()\n", - "\n", - "# # y = net.condition(graph)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "e6b4439b-7407-4bc5-84fb-8391f9366a7e", - "metadata": {}, - "outputs": [], - "source": [ - "from malt.data.collections import linear_alkanes\n", - "\n", - "la_data = linear_alkanes()\n", - "g, y = la_data.batch()\n", - "\n", - "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=128\n", - " ),\n", - " regressor=ExactGaussianProcessRegressor(\n", - " in_features=128,\n", - " out_features=2,\n", - " ),\n", - " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", - ").cuda()\n", - "\n", - "l = net.loss(g, y)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "20c19b94-5c46-4a72-a636-74d553a43a33", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor(5.2379, device='cuda:0', grad_fn=)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "l" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "e8f2bb56-eb91-47fa-8bfe-504cc39de160", - "metadata": {}, - "outputs": [], - "source": [ - "# import gpytorch\n", - "# likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", - "# mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, net)\n", - "\n", - "# output = net.condition(g)\n", - "# output = gpytorch.distributions.MultivariateNormal(output.loc.cpu(), output.covariance_matrix.cpu())\n", - "# print(-mll(output, y.cpu()).mean())" - ] - }, - { - "cell_type": "markdown", - "id": "2fb1860d-1373-4efc-a84e-32780e6408db", - "metadata": {}, - "source": [ - "# Test with ESOL" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "52182265-7391-487a-a476-83c49c13bfcf", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n", - "Processing dgl graphs from scratch...\n", - "Processing molecule 1000/1128\n" - ] - } - ], - "source": [ - "%load_ext autoreload\n", - "%autoreload 2\n", - "\n", - "import torch\n", - "import dgl\n", - "import malt\n", - "import argparse\n", - "\n", - "parser = argparse.ArgumentParser()\n", - "parser.add_argument(\"--data\", type=str, default=\"esol\")\n", - "parser.add_argument(\"--model\", type=str, default=\"gp\")\n", - "\n", - "args = parser.parse_args([])\n", - "\n", - "data = getattr(malt.data.collections, args.data)()\n", - "\n", - "def test(data):\n", - " \n", - " data.shuffle(seed=1)\n", - " ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", - " ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", - " \n", - " if args.model == \"gp\":\n", - " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=32, hidden_features=32,\n", - " ),\n", - " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", - " train_targets=ds_tr.batch(by='y'), in_features=32, out_features=2,\n", - " ),\n", - " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", - " ).cuda()\n", - "\n", - "\n", - " elif args.model == \"nn\":\n", - " model = malt.models.supervised_model.SimpleSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=32,\n", - " ),\n", - " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", - " in_features=32, out_features=1,\n", - " ),\n", - " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", - " ).cuda()\n", - "\n", - "\n", - " trainer = malt.trainer.get_default_trainer(\n", - " without_player=True,\n", - " n_epochs=100,\n", - " learning_rate=1e-3,\n", - " )\n", - " \n", - " mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", - " model.likelihood,\n", - " model\n", - " )\n", - " \n", - " # return model\n", - " model = trainer(model, ds_tr_vl, mll)\n", - "\n", - " # model_cpu = model.to('cpu')\n", - " model.eval()\n", - " r2 = malt.metrics.supervised_metrics.R2()(model, ds_tr)\n", - "\n", - " # rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", - " # print(rmse)\n", - " return r2" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "be79d71b-f1c9-4258-829d-c6b2aeed178b", - "metadata": {}, - "outputs": [], - "source": [ - "model = test(data)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "c49113a1-ff0a-429f-8823-e403619cb7f7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor(0.9924, device='cuda:0', grad_fn=)" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "2950cc88-67be-4b1d-b0bf-6e7eb7863e95", - "metadata": {}, - "outputs": [], - "source": [ - "# data.shuffle(seed=1)\n", - "# ds_tr, ds_te = data.split([8, 2])\n", - "# train_targets = ds_tr.batch(by='y')\n", - "\n", - "# reg = malt.models.regressor.ExactGaussianProcessRegressor(\n", - "# train_targets=train_targets,\n", - "# in_features=32,\n", - "# out_features=2,\n", - "# )" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "c3eec678-ee82-411c-990f-8885f5838881", - "metadata": {}, - "outputs": [], - "source": [ - "# ds_tr, ds_te = data.split([9, 1])\n", - "# g, y = ds_tr.batch()\n", - "# model.representation(g).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "7ecef43f-d69f-4ee3-a77c-8e5e7e64875f", - "metadata": {}, - "outputs": [], - "source": [ - "ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", - "ds_tr, _ = ds_tr_vl.split([0.9, 0.1])" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "0be96e81-9860-4ee6-9b85-e7b746e2499a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dataset with 913 molecules" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ds_tr" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "e59a3c03-09e7-4175-998d-b4f4fee1533c", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'ds_tr_vl' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [13]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mds_tr_vl\u001b[49m\n", - "\u001b[1;31mNameError\u001b[0m: name 'ds_tr_vl' is not defined" - ] - } - ], - "source": [ - "ds_tr_vl" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "dfe10a3a-8b17-46a2-ac5d-0ca001055f96", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "torch.Size([913, 1])\n" - ] - }, - { - "ename": "NameError", - "evalue": "name 'math' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [8]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 38\u001b[0m mll \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmodels\u001b[38;5;241m.\u001b[39mmarginal_likelihood\u001b[38;5;241m.\u001b[39mExactMarginalLogLikelihood(\n\u001b[0;32m 39\u001b[0m model\u001b[38;5;241m.\u001b[39mlikelihood,\n\u001b[0;32m 40\u001b[0m model\n\u001b[0;32m 41\u001b[0m )\n\u001b[0;32m 43\u001b[0m \u001b[38;5;66;03m# return model\u001b[39;00m\n\u001b[1;32m---> 44\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mtrainer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mds_tr_vl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmll\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 46\u001b[0m \u001b[38;5;66;03m# model_cpu = model.to('cpu')\u001b[39;00m\n\u001b[0;32m 47\u001b[0m r2 \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmetrics\u001b[38;5;241m.\u001b[39msupervised_metrics\u001b[38;5;241m.\u001b[39mR2()(model, ds_te)\n", - "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\trainer.py:111\u001b[0m, in \u001b[0;36mget_default_trainer.._default_trainer_without_player\u001b[1;34m(model, ds, marginal_likelihood, optimizer, learning_rate, n_epochs, batch_size, min_learning_rate, warmup)\u001b[0m\n\u001b[0;32m 109\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mzero_grad()\n\u001b[0;32m 110\u001b[0m output \u001b[38;5;241m=\u001b[39m model(inputs)\n\u001b[1;32m--> 111\u001b[0m loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m-\u001b[39m\u001b[43mmarginal_likelihood\u001b[49m\u001b[43m(\u001b[49m\u001b[43moutput\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtargets\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mmean()\n\u001b[0;32m 112\u001b[0m loss\u001b[38;5;241m.\u001b[39mbackward()\n\u001b[0;32m 113\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mstep()\n", - "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py:1102\u001b[0m, in \u001b[0;36mModule._call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1098\u001b[0m \u001b[38;5;66;03m# If we don't have any hooks, we want to skip the rest of the logic in\u001b[39;00m\n\u001b[0;32m 1099\u001b[0m \u001b[38;5;66;03m# this function, and just call forward.\u001b[39;00m\n\u001b[0;32m 1100\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_pre_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m _global_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m forward_call(\u001b[38;5;241m*\u001b[39m\u001b[38;5;28minput\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1103\u001b[0m \u001b[38;5;66;03m# Do not call functions when jit is used\u001b[39;00m\n\u001b[0;32m 1104\u001b[0m full_backward_hooks, non_full_backward_hooks \u001b[38;5;241m=\u001b[39m [], []\n", - "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\marginal_likelihood.py:66\u001b[0m, in \u001b[0;36mExactMarginalLogLikelihood.forward\u001b[1;34m(self, output, target, *args, **kwargs)\u001b[0m\n\u001b[0;32m 59\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mforward\u001b[39m(\u001b[38;5;28mself\u001b[39m, output, target, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 61\u001b[0m alpha, l_low \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel\u001b[38;5;241m.\u001b[39mregressor\u001b[38;5;241m.\u001b[39mmll_vars\n\u001b[0;32m 63\u001b[0m mll \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 64\u001b[0m \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m0.5\u001b[39m \u001b[38;5;241m*\u001b[39m (target\u001b[38;5;241m.\u001b[39mt() \u001b[38;5;241m@\u001b[39m alpha)\n\u001b[0;32m 65\u001b[0m \u001b[38;5;241m+\u001b[39m torch\u001b[38;5;241m.\u001b[39mtrace(l_low)\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;241m*\u001b[39m target\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[43mmath\u001b[49m\u001b[38;5;241m.\u001b[39mlog(\u001b[38;5;241m2.0\u001b[39m \u001b[38;5;241m*\u001b[39m math\u001b[38;5;241m.\u001b[39mpi)\n\u001b[0;32m 67\u001b[0m )\n\u001b[0;32m 69\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mll\n", - "\u001b[1;31mNameError\u001b[0m: name 'math' is not defined" - ] - } - ], - "source": [ - "data.shuffle(seed=1)\n", - "ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", - "ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", - "\n", - "print(ds_tr.batch(by='y').shape)\n", - "\n", - "if args.model == \"gp\":\n", - " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=32, hidden_features=32,\n", - " ),\n", - " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", - " train_targets=ds_tr.batch(by='y'), in_features=32, out_features=2,\n", - " ),\n", - " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", - " ).cuda()\n", - "\n", - "\n", - "elif args.model == \"nn\":\n", - " model = malt.models.supervised_model.SimpleSupervisedModel(\n", - " representation=malt.models.representation.DGLRepresentation(\n", - " out_features=32,\n", - " ),\n", - " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", - " in_features=32, out_features=1,\n", - " ),\n", - " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", - " ).cuda()\n", - "\n", - "\n", - "trainer = malt.trainer.get_default_trainer(\n", - " without_player=True,\n", - " batch_size=len(ds_tr_vl),\n", - " n_epochs=100,\n", - " learning_rate=1e-3,\n", - ")\n", - "\n", - "mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", - " model.likelihood,\n", - " model\n", - ")\n", - "\n", - "# return model\n", - "model = trainer(model, ds_tr_vl, mll)\n", - "\n", - "# model_cpu = model.to('cpu')\n", - "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.7" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/scripts/supervised/exact_gp_playground_esol.ipynb b/scripts/supervised/exact_gp_playground_esol.ipynb new file mode 100644 index 0000000..4135e0d --- /dev/null +++ b/scripts/supervised/exact_gp_playground_esol.ipynb @@ -0,0 +1,743 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "279bbe55", + "metadata": {}, + "source": [ + "# Exact GP playground" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1afcf0a6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import torch\n", + "import malt\n", + "import abc\n", + "import gpytorch" + ] + }, + { + "cell_type": "markdown", + "id": "0e0a3d7f", + "metadata": {}, + "source": [ + "### Testing" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "bbdb473b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.manual_seed(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4d8416b0-fe9b-4db7-8736-672f654c4f2a", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "outputs": [], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", + "from malt.models.regressor import GPyTorchExactRegressor\n", + "from malt.data.collections import linear_alkanes\n", + "\n", + "# get data\n", + "la_data = linear_alkanes()\n", + "# make dataset bigger ....\n", + "\n", + "train_x, train_y = la_data.batch()\n", + "train_y = train_y.ravel()\n", + "\n", + "# create model\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=GPyTorchExactRegressor(\n", + " in_features=32,\n", + " out_features=2,\n", + " train_targets=train_y,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ").cuda()\n", + "\n", + "# define marginal log likelihood\n", + "from malt.models.marginal_likelihood import ExactMarginalLogLikelihood\n", + "from malt.models.likelihood import HeteroschedasticGaussianLikelihood\n", + "\n", + "# likelihood = HeteroschedasticGaussianLikelihood()\n", + "# mll = ExactMarginalLogLikelihood(likelihood, net)\n", + "# likelihood = gpytorch.likelihoods.GaussianLikelihood().cuda()\n", + "mll = gpytorch.mlls.ExactMarginalLogLikelihood(model.regressor.likelihood, model)\n", + "\n", + "# define optimizer\n", + "optimizer = torch.optim.Adam([\n", + " {'params': model.parameters()},\n", + "], lr=1e-3)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "82377079-0691-4c72-9863-ec0ce221aa2e", + "metadata": {}, + "outputs": [], + "source": [ + "from tqdm import tqdm\n", + "def train(model, optimizer, mll):\n", + " loss_history = []\n", + " train_iter = 100\n", + " model.train()\n", + " for i in tqdm(range(train_iter)):\n", + " # Zero backprop gradients\n", + " optimizer.zero_grad()\n", + " # Get output from model\n", + " output = model(train_x)\n", + " # Calc loss and backprop derivatives\n", + " loss = -mll(output, train_y).mean()\n", + " loss.backward()\n", + " optimizer.step()\n", + " loss_history.append(loss.item())\n", + " return model, loss_history" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "bdf1ab7d-c055-4ad7-9c65-226ef25e16bd", + "metadata": {}, + "outputs": [], + "source": [ + "def test(model, test_x, test_y):\n", + " from scipy.stats import pearsonr\n", + " model.eval()\n", + " with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(test_x)\n", + " rmse = torch.sqrt(torch.mean(torch.pow(preds.mean - test_y, 2))).item()\n", + " mae = torch.mean(torch.abs(preds.mean - test_y)).item()\n", + " corr, _ = pearsonr(preds.mean.tolist(), test_y.tolist())\n", + " r2 = malt.metrics.base_metrics.r2(preds.loc, test_y).item()\n", + " return rmse, mae, corr, r2" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8adc110d-5206-41dd-829f-3259c08a1555", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:02<00:00, 45.41it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rmse: 1.2600858211517334 \n", + "mae: 0.7963706851005554 \n", + "corr: 0.9638670688754403 \n", + "r2: 0.8075374364852905\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "model.train()\n", + "model, loss_history = train(model, optimizer, mll)\n", + "model.eval()\n", + "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(train_x).loc\n", + "rmse, mae, corr, r2 = test(model, train_x, train_y)\n", + "print('rmse:', rmse, '\\nmae:', mae, '\\ncorr:', corr, '\\nr2:', r2)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "61c2f415-6c3a-4ab1-852c-c69602681f70", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([1.1764, 2.1262, 2.9227, 4.3912, 4.9540, 5.8256, 6.3887, 6.7823, 6.9562,\n", + " 6.9007], device='cuda:0', grad_fn=)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.eval()\n", + "model(train_x).loc" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "908a9872-e843-4c72-936f-5ce31ec9d8a9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([ 1., 2., 3., 4., 5., 6., 7., 8., 9., 10.], device='cuda:0')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "train_y" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "02ea0525-b358-4404-b41e-9556ea08b157", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "GaussianProcessSupervisedModel(\n", + " (representation): DGLRepresentation(\n", + " (embedding_in): Sequential(\n", + " (0): Linear(in_features=74, out_features=128, bias=True)\n", + " (1): SiLU()\n", + " )\n", + " (gn0): GraphConv(in=128, out=128, normalization=both, activation=None)\n", + " (gn1): GraphConv(in=128, out=128, normalization=both, activation=None)\n", + " (gn2): GraphConv(in=128, out=128, normalization=both, activation=None)\n", + " (embedding_out): Sequential(\n", + " (0): Linear(in_features=128, out_features=128, bias=True)\n", + " )\n", + " (ff): Sequential(\n", + " (0): Linear(in_features=128, out_features=128, bias=True)\n", + " )\n", + " (activation): SiLU()\n", + " )\n", + " (regressor): ExactGaussianProcessRegressor(\n", + " (kernel): RBF()\n", + " )\n", + " (likelihood): HeteroschedasticGaussianLikelihood()\n", + ")" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "net" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "7349e19d", + "metadata": {}, + "outputs": [], + "source": [ + "# import gpytorch\n", + "# likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", + "# mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, net)\n", + "\n", + "# output = net.condition(g)\n", + "# output = gpytorch.distributions.MultivariateNormal(output.loc.cpu(), output.covariance_matrix.cpu())\n", + "# print(-mll(output, y.cpu()).mean())" + ] + }, + { + "cell_type": "markdown", + "id": "38adc2db", + "metadata": {}, + "source": [ + "# Test with ESOL" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "id": "0c184f67", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n", + "Processing dgl graphs from scratch...\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import torch\n", + "import dgl\n", + "import malt\n", + "import argparse\n", + "import gpytorch\n", + "\n", + "parser = argparse.ArgumentParser()\n", + "parser.add_argument(\"--data\", type=str,\n", + " # default=\"esol\",\n", + " default=\"freesolv\",\n", + ")\n", + "parser.add_argument(\"--model\", type=str, default=\"gp\")\n", + "\n", + "args = parser.parse_args([])\n", + "\n", + "data = getattr(malt.data.collections, args.data)()\n", + "\n", + "def test(data):\n", + " \n", + " data.shuffle(seed=1)\n", + " ds_tr, ds_te = data.split([0.8, 0.2])\n", + " # ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", + " \n", + " if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " train_targets=ds_tr.batch(by='y'), in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + " elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=32, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + " trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " n_epochs=100,\n", + " learning_rate=1e-3,\n", + " validation_split=0.0,\n", + " )\n", + " \n", + " mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.likelihood,\n", + " model\n", + " )\n", + " \n", + " # mll = gpytorch.mlls.ExactMarginalLogLikelihood(\n", + " # model.regressor.likelihood,\n", + " # model\n", + " # )\n", + " \n", + " # return model\n", + " model = trainer(model, ds_tr, mll)\n", + "\n", + " # model_cpu = model.to('cpu')\n", + " model.eval()\n", + " r2_te = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + " r2_tr = malt.metrics.supervised_metrics.R2()(model, ds_tr)\n", + " return r2_tr, r2_te, model" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "04cc74e7", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|███████████████████████████████████████████| 10/10 [01:14<00:00, 7.42s/it]\n" + ] + } + ], + "source": [ + "from tqdm import tqdm\n", + "\n", + "r2_trs = []\n", + "r2_tes = []\n", + "for _ in tqdm(range(10)):\n", + " r2_tr, r2_te, model = test(data)\n", + " r2_trs.append(r2_tr)\n", + " r2_tes.append(r2_te)" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "id": "86b33bf2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0.9889549612998962,\n", + " 0.9880563020706177,\n", + " 0.9909041523933411,\n", + " 0.991159975528717,\n", + " 0.9904177784919739,\n", + " 0.988492488861084,\n", + " 0.9893581867218018,\n", + " 0.9850164651870728,\n", + " 0.9894757866859436,\n", + " 0.9905683994293213]" + ] + }, + "execution_count": 112, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "[r.item() for r in r2_trs]" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "id": "53d56d79", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'R^2 [test] | Hard-coded Exact GP')" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import seaborn as sns\n", + "\n", + "g = sns.boxplot(data=[r.item() for r in r2_trs])\n", + "g.set_title('R^2 [test] | Hard-coded Exact GP')" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "da117c2c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(0.9705, device='cuda:0')" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_tr, ds_te = data.split([0.8, 0.2])\n", + "# ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", + "model.eval()\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)\n", + "r2" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "5b95bea5", + "metadata": {}, + "outputs": [], + "source": [ + "ds_tr, ds_te = data.split([9, 1])\n", + "g, y = ds_tr.batch()\n", + "model.eval()\n", + "\n", + "y_preds = model(g)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "e7f7e979", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([-0.0505, -0.0505, -0.0505, ..., -0.0505, -0.0505, -0.0505],\n", + " device='cuda:0', grad_fn=)" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_preds.loc" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c23e65c2", + "metadata": {}, + "outputs": [], + "source": [ + "# data.shuffle(seed=1)\n", + "# ds_tr, ds_te = data.split([8, 2])\n", + "# train_targets = ds_tr.batch(by='y')\n", + "\n", + "# reg = malt.models.regressor.ExactGaussianProcessRegressor(\n", + "# train_targets=train_targets,\n", + "# in_features=32,\n", + "# out_features=2,\n", + "# )" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fdfdaf94", + "metadata": {}, + "outputs": [], + "source": [ + "# ds_tr, ds_te = data.split([9, 1])\n", + "# g, y = ds_tr.batch()\n", + "# model.representation(g).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "7af02f18", + "metadata": {}, + "outputs": [], + "source": [ + "ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", + "ds_tr, _ = ds_tr_vl.split([0.9, 0.1])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "390abf4e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dataset with 913 molecules" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_tr" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "aa1186df", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'ds_tr_vl' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [13]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mds_tr_vl\u001b[49m\n", + "\u001b[1;31mNameError\u001b[0m: name 'ds_tr_vl' is not defined" + ] + } + ], + "source": [ + "ds_tr_vl" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "a79da2fc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "torch.Size([913, 1])\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'math' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [8]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 38\u001b[0m mll \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmodels\u001b[38;5;241m.\u001b[39mmarginal_likelihood\u001b[38;5;241m.\u001b[39mExactMarginalLogLikelihood(\n\u001b[0;32m 39\u001b[0m model\u001b[38;5;241m.\u001b[39mlikelihood,\n\u001b[0;32m 40\u001b[0m model\n\u001b[0;32m 41\u001b[0m )\n\u001b[0;32m 43\u001b[0m \u001b[38;5;66;03m# return model\u001b[39;00m\n\u001b[1;32m---> 44\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mtrainer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mds_tr_vl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmll\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 46\u001b[0m \u001b[38;5;66;03m# model_cpu = model.to('cpu')\u001b[39;00m\n\u001b[0;32m 47\u001b[0m r2 \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmetrics\u001b[38;5;241m.\u001b[39msupervised_metrics\u001b[38;5;241m.\u001b[39mR2()(model, ds_te)\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\trainer.py:111\u001b[0m, in \u001b[0;36mget_default_trainer.._default_trainer_without_player\u001b[1;34m(model, ds, marginal_likelihood, optimizer, learning_rate, n_epochs, batch_size, min_learning_rate, warmup)\u001b[0m\n\u001b[0;32m 109\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mzero_grad()\n\u001b[0;32m 110\u001b[0m output \u001b[38;5;241m=\u001b[39m model(inputs)\n\u001b[1;32m--> 111\u001b[0m loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m-\u001b[39m\u001b[43mmarginal_likelihood\u001b[49m\u001b[43m(\u001b[49m\u001b[43moutput\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtargets\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mmean()\n\u001b[0;32m 112\u001b[0m loss\u001b[38;5;241m.\u001b[39mbackward()\n\u001b[0;32m 113\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mstep()\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py:1102\u001b[0m, in \u001b[0;36mModule._call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1098\u001b[0m \u001b[38;5;66;03m# If we don't have any hooks, we want to skip the rest of the logic in\u001b[39;00m\n\u001b[0;32m 1099\u001b[0m \u001b[38;5;66;03m# this function, and just call forward.\u001b[39;00m\n\u001b[0;32m 1100\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_pre_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m _global_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m forward_call(\u001b[38;5;241m*\u001b[39m\u001b[38;5;28minput\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1103\u001b[0m \u001b[38;5;66;03m# Do not call functions when jit is used\u001b[39;00m\n\u001b[0;32m 1104\u001b[0m full_backward_hooks, non_full_backward_hooks \u001b[38;5;241m=\u001b[39m [], []\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\marginal_likelihood.py:66\u001b[0m, in \u001b[0;36mExactMarginalLogLikelihood.forward\u001b[1;34m(self, output, target, *args, **kwargs)\u001b[0m\n\u001b[0;32m 59\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mforward\u001b[39m(\u001b[38;5;28mself\u001b[39m, output, target, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 61\u001b[0m alpha, l_low \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel\u001b[38;5;241m.\u001b[39mregressor\u001b[38;5;241m.\u001b[39mmll_vars\n\u001b[0;32m 63\u001b[0m mll \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 64\u001b[0m \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m0.5\u001b[39m \u001b[38;5;241m*\u001b[39m (target\u001b[38;5;241m.\u001b[39mt() \u001b[38;5;241m@\u001b[39m alpha)\n\u001b[0;32m 65\u001b[0m \u001b[38;5;241m+\u001b[39m torch\u001b[38;5;241m.\u001b[39mtrace(l_low)\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;241m*\u001b[39m target\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[43mmath\u001b[49m\u001b[38;5;241m.\u001b[39mlog(\u001b[38;5;241m2.0\u001b[39m \u001b[38;5;241m*\u001b[39m math\u001b[38;5;241m.\u001b[39mpi)\n\u001b[0;32m 67\u001b[0m )\n\u001b[0;32m 69\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mll\n", + "\u001b[1;31mNameError\u001b[0m: name 'math' is not defined" + ] + } + ], + "source": [ + "data.shuffle(seed=1)\n", + "ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", + "ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", + "\n", + "print(ds_tr.batch(by='y').shape)\n", + "\n", + "if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " train_targets=ds_tr.batch(by='y'), in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + "elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=32, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + "trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " batch_size=len(ds_tr_vl),\n", + " n_epochs=100,\n", + " learning_rate=1e-3,\n", + ")\n", + "\n", + "mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.likelihood,\n", + " model\n", + ")\n", + "\n", + "# return model\n", + "model = trainer(model, ds_tr_vl, mll)\n", + "\n", + "# model_cpu = model.to('cpu')\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 9d57d7d28842d2e81b3798c19f1862af852fe9d2 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 7 May 2022 21:13:07 -0400 Subject: [PATCH 31/96] Created gpytorch tests! Fixed the training loop, player, regressor, and data APIs. --- malt/agents/player.py | 5 + malt/data/dataset.py | 2 +- malt/models/marginal_likelihood.py | 8 +- malt/models/regressor.py | 16 +- malt/models/supervised_model.py | 2 + malt/models/tests/test_gp.py | 3 + malt/models/tests/test_gpytorch.py | 152 +++++++++++++ malt/trainer.py | 1 + malt/utility_functions.py | 2 +- scripts/supervised/exact_gp_comparison.ipynb | 73 +++--- .../supervised/exact_gp_playground_esol.ipynb | 104 +++------ scripts/supervised/pytest_playground.ipynb | 214 ++++++++++++++++++ 12 files changed, 466 insertions(+), 116 deletions(-) create mode 100644 malt/models/tests/test_gpytorch.py create mode 100644 scripts/supervised/pytest_playground.ipynb diff --git a/malt/agents/player.py b/malt/agents/player.py index 412a1c1..913bd9e 100644 --- a/malt/agents/player.py +++ b/malt/agents/player.py @@ -63,6 +63,9 @@ class ModelBasedPlayer(Player): trainer: Callable Function to train a model. + marginal_likelihood : Callable + Function to evaluate likelihood of data given posterior predictive distribution. + merchant : Merchant Merchant that merchandizes candidates. @@ -83,6 +86,7 @@ def __init__( model: SupervisedModel, policy: Callable, trainer: Callable, + marginal_likelihood: Callable, merchant: Merchant, assayer: Assayer, portfolio: Union[Dataset, None]=None, @@ -91,6 +95,7 @@ def __init__( self.model = model self.policy = policy self.trainer = trainer + self.marginal_likelihood = marginal_likelihood self.merchant = merchant self.assayer = assayer if portfolio is None: diff --git a/malt/data/dataset.py b/malt/data/dataset.py index f4f77ec..4fd39f9 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -200,7 +200,7 @@ def _batch( if key == 'g': ret['g'] = dgl.batch(ret['g']) else: - ret[key] = torch.tensor(ret[key])[:,None] + ret[key] = torch.tensor(ret[key]) if torch.cuda.is_available(): ret[key] = ret[key].to(torch.cuda.current_device()) diff --git a/malt/models/marginal_likelihood.py b/malt/models/marginal_likelihood.py index cad53c3..05b82c0 100644 --- a/malt/models/marginal_likelihood.py +++ b/malt/models/marginal_likelihood.py @@ -1,5 +1,6 @@ import abc import torch +import gpytorch from typing import Union from .likelihood import Likelihood from .regressor import Regressor @@ -42,8 +43,7 @@ def forward(self, output, target, *args, **kwargs): return mll - -class ExactMarginalLogLikelihood(MarginalLikelihood): +class HardcodedExactMarginalLogLikelihood(MarginalLikelihood): """ Exact marginal log likelihood for Gaussian process. """ def __init__( @@ -51,7 +51,7 @@ def __init__( likelihood: Likelihood, model: SupervisedModel, ) -> None: - super(ExactMarginalLogLikelihood, self).__init__( + super(HardcodedExactMarginalLogLikelihood, self).__init__( likelihood=likelihood, model=model ) @@ -69,3 +69,5 @@ def forward(self, output, target, *args, **kwargs): ) return mll + +ExactMarginalLogLikelihood = gpytorch.mlls.ExactMarginalLogLikelihood \ No newline at end of file diff --git a/malt/models/regressor.py b/malt/models/regressor.py index 5359729..7d69e47 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -104,7 +104,9 @@ def forward(self, x): return self.ff(x) -class ExactGaussianProcessRegressor(Regressor): +class HardcodedExactGaussianProcessRegressor(Regressor): + + """ Hardcoded Exact GP. """ epsilon = 1e-5 @@ -117,7 +119,7 @@ def __init__( log_sigma: float = -3.0, ): assert out_features == 2 - super(ExactGaussianProcessRegressor, self).__init__( + super(HardcodedExactGaussianProcessRegressor, self).__init__( in_features=in_features, out_features=out_features, ) @@ -175,6 +177,9 @@ def _get_kernel_and_auxiliary_variables( l_low = torch.linalg.cholesky(k_plus_sigma) l_up = l_low.t() + if y_tr.dim() != 2: + y_tr = y_tr.unsqueeze(1) + # (batch_size_tr. 1) l_low_over_y, _ = torch.triangular_solve( input=y_tr, A=l_low, upper=False @@ -246,7 +251,7 @@ def forward(self, x_te, *args, **kwargs): condition = forward -class GPyTorchExactRegressor(Regressor, gpytorch.models.ExactGP): +class ExactGaussianProcessRegressor(Regressor, gpytorch.models.ExactGP): def __init__( self, @@ -256,13 +261,10 @@ def __init__( *args ): - # requires train_targets shape: (n,) - train_targets = train_targets.ravel() - # it always has to be a Gaussian likelihood anyway likelihood = gpytorch.likelihoods.GaussianLikelihood() dummy_inputs = torch.ones(1) - super(GPyTorchExactRegressor, self).__init__( + super(ExactGaussianProcessRegressor, self).__init__( in_features, out_features, dummy_inputs, # required by class diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index cc80fc9..40e293f 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -122,3 +122,5 @@ def forward(self, g): y_pred = self.regressor(h) return y_pred + + condition = forward \ No newline at end of file diff --git a/malt/models/tests/test_gp.py b/malt/models/tests/test_gp.py index b830416..38b55fa 100644 --- a/malt/models/tests/test_gp.py +++ b/malt/models/tests/test_gp.py @@ -5,7 +5,10 @@ def test_construct_gp(): import torch import malt + + regressor = malt.models.regressor.ExactGaussianProcessRegressor( + in_features=128, out_features=2, ) diff --git a/malt/models/tests/test_gpytorch.py b/malt/models/tests/test_gpytorch.py new file mode 100644 index 0000000..7d73db4 --- /dev/null +++ b/malt/models/tests/test_gpytorch.py @@ -0,0 +1,152 @@ +import pytest + + +def test_construct_gpytorch(): + import torch + import malt + + dummy_targets = torch.Tensor([0.0]) + + regressor = malt.models.regressor.ExactGaussianProcessRegressor( + dummy_targets, + in_features=128, + out_features=2, + ) + + +def test_blind_condition(): + import torch + import dgl + import malt + + dummy_targets = torch.Tensor([0.0]) + + net = malt.models.supervised_model.GaussianProcessSupervisedModel( + representation=malt.models.representation.DGLRepresentation( + out_features=128 + ), + regressor=malt.models.regressor.ExactGaussianProcessRegressor( + dummy_targets, + in_features=128, + out_features=2, + ), + likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), + ) + + point = malt.Molecule("C") + point.featurize() + graph = dgl.batch([point.g]) + + y = net.condition(graph) + assert y.mean.item() == 0.0 + +def test_gpytorch_train(): + + import torch + import dgl + import malt + import gpytorch + + dummy_targets = torch.tensor([[4.0]]) + + net = malt.models.supervised_model.GaussianProcessSupervisedModel( + representation=malt.models.representation.DGLRepresentation( + out_features=32 + ), + regressor=malt.models.regressor.ExactGaussianProcessRegressor( + dummy_targets, + in_features=32, + out_features=2, + ), + likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), + ) + + point = malt.Molecule("CCCCCCC") + point.featurize() + graph = dgl.batch([point.g]) + + mll = gpytorch.mlls.ExactMarginalLogLikelihood(net.regressor.likelihood, net) + + net.train() + y_pred = net(graph) + loss = mll(y_pred, torch.tensor([[2.0]])) + loss.backward() + + net.eval() + y = net(graph) + assert y.mean.item() != 0.0 + +def test_gp_shape(): + import torch + import dgl + import malt + + dataset = malt.data.collections.linear_alkanes(10) + dataset_loader = dataset.view(batch_size=len(dataset)) + g, y = next(iter(dataset_loader)) + + net = malt.models.supervised_model.GaussianProcessSupervisedModel( + representation=malt.models.representation.DGLRepresentation( + out_features=128 + ), + regressor=malt.models.regressor.ExactGaussianProcessRegressor( + y, + in_features=128, + out_features=2, + ), + likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), + ) + + if torch.cuda.is_available(): + net.cuda() + + mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood( + net.regressor.likelihood, net + ) + + net.train() + y_pred = net(g) + loss = mll(y_pred, y).mean() + loss.backward() + + net.eval() + y_hat = net(g) + assert y_hat.mean.shape[0] == 10 + assert len(y_hat.mean.shape) == 1 + +def test_gp_integrate(): + import malt + import torch + from malt.agents.player import SequentialModelBasedPlayer + + dataset = malt.data.collections.linear_alkanes(10) + g, y = dataset.batch() + model = malt.models.supervised_model.GaussianProcessSupervisedModel( + representation=malt.models.representation.DGLRepresentation( + out_features=32 + ), + regressor=malt.models.regressor.ExactGaussianProcessRegressor( + y, in_features=32, out_features=2, + ), + likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), + ) + if torch.cuda.is_available(): + model.cuda() + + mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood( + model.regressor.likelihood, + model + ) + + player = SequentialModelBasedPlayer( + model = model, + policy=malt.policy.Greedy(), + trainer=malt.trainer.get_default_trainer(), + marginal_likelihood=mll, + merchant=malt.agents.merchant.DatasetMerchant(dataset), + assayer=malt.agents.assayer.DatasetAssayer(dataset), + ) + + while True: + if player.step() is None: + break \ No newline at end of file diff --git a/malt/trainer.py b/malt/trainer.py index 42b2465..e33bc93 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -134,6 +134,7 @@ def _default_trainer( return _default_trainer_without_player( player.model, player.portfolio, + player.marginal_likelihood, *args, **kwargs, ) diff --git a/malt/utility_functions.py b/malt/utility_functions.py index 044ffa3..d27e5ed 100644 --- a/malt/utility_functions.py +++ b/malt/utility_functions.py @@ -21,7 +21,7 @@ def expected_improvement( n_samples: int = 64, ): improvement = torch.nn.functional.relu( - distribution.sample((n_samples,)) - y_best + distribution.sample(torch.Size([n_samples])) - y_best ) return improvement.mean(axis=0) diff --git a/scripts/supervised/exact_gp_comparison.ipynb b/scripts/supervised/exact_gp_comparison.ipynb index 350b50a..ac55534 100644 --- a/scripts/supervised/exact_gp_comparison.ipynb +++ b/scripts/supervised/exact_gp_comparison.ipynb @@ -10,16 +10,15 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 1, "id": "1afcf0a6", "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" + "Using backend: pytorch\n" ] } ], @@ -43,28 +42,28 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 2, "id": "bbdb473b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 91, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "torch.manual_seed(10)" + "torch.manual_seed(1)" ] }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 3, "id": "4d8416b0-fe9b-4db7-8736-672f654c4f2a", "metadata": { "jp-MarkdownHeadingCollapsed": true, @@ -81,6 +80,10 @@ } ], "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", "from malt.models.regressor import GPyTorchExactRegressor\n", "from malt.data.collections import linear_alkanes, esol\n", "\n", @@ -92,7 +95,7 @@ "# make dataset bigger ....\n", "\n", "train_x, train_y = data.batch()\n", - "# train_y = train_y.ravel()\n", + "# train_y /= train_y.max()\n", "\n", "# create model\n", "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", @@ -120,7 +123,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 5, "id": "82377079-0691-4c72-9863-ec0ce221aa2e", "metadata": {}, "outputs": [], @@ -128,7 +131,7 @@ "from tqdm import tqdm\n", "def train(model, optimizer, mll):\n", " loss_history = []\n", - " train_iter = 200\n", + " train_iter = 100\n", " model.train()\n", " for i in tqdm(range(train_iter)):\n", " # Zero backprop gradients\n", @@ -145,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 6, "id": "bdf1ab7d-c055-4ad7-9c65-226ef25e16bd", "metadata": {}, "outputs": [], @@ -164,7 +167,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 8, "id": "8adc110d-5206-41dd-829f-3259c08a1555", "metadata": {}, "outputs": [ @@ -172,17 +175,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████| 200/200 [00:14<00:00, 13.79it/s]\n" + "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:05<00:00, 18.89it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "rmse: 2.860219955444336 \n", - "mae: 2.2645556926727295 \n", - "corr: [0.9536872206965642] \n", - "r2: 0.9015082716941833\n" + "rmse: 0.6652339100837708 \n", + "mae: 0.5133057832717896 \n", + "corr: 0.9523592109125414 \n", + "r2: 0.8992213606834412\n" ] } ], @@ -198,7 +201,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 9, "id": "61c2f415-6c3a-4ab1-852c-c69602681f70", "metadata": {}, "outputs": [ @@ -208,13 +211,13 @@ "Text(0.5, 1.0, 'gpytorch: training')" ] }, - "execution_count": 115, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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        " ] @@ -226,6 +229,8 @@ } ], "source": [ + "import matplotlib.pyplot as plt\n", + "\n", "model.eval()\n", "\n", "import seaborn as sns\n", @@ -247,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 10, "id": "c7fd5539-5c47-4510-84df-b843bd7871df", "metadata": {}, "outputs": [], @@ -265,7 +270,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 11, "id": "873402bd-c91b-48d1-9031-e140be726de9", "metadata": {}, "outputs": [], @@ -283,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 12, "id": "4c917cc5-9441-4b35-b8ec-78239985de99", "metadata": {}, "outputs": [ @@ -291,17 +296,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████| 200/200 [00:16<00:00, 12.28it/s]\n" + "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:06<00:00, 16.18it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "rmse: 2.941166400909424 \n", - "mae: 2.33052921295166 \n", - "corr: [0.9984399032683122] \n", - "r2: 0.996692419052124\n" + "rmse: 0.19457143545150757 \n", + "mae: 0.14054900407791138 \n", + "corr: 0.9959602131498291 \n", + "r2: 0.9913786053657532\n" ] } ], @@ -316,23 +321,23 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 14, "id": "46ee0301-d76c-47f3-af1d-3b408d8fadb4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 120, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
        " ] diff --git a/scripts/supervised/exact_gp_playground_esol.ipynb b/scripts/supervised/exact_gp_playground_esol.ipynb index 4135e0d..f33f1b5 100644 --- a/scripts/supervised/exact_gp_playground_esol.ipynb +++ b/scripts/supervised/exact_gp_playground_esol.ipynb @@ -49,7 +49,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -63,27 +63,38 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 23, "id": "4d8416b0-fe9b-4db7-8736-672f654c4f2a", "metadata": { "jp-MarkdownHeadingCollapsed": true, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], "source": [ "import torch\n", "import dgl\n", "import malt\n", "\n", "from malt.models.regressor import GPyTorchExactRegressor\n", - "from malt.data.collections import linear_alkanes\n", + "from malt.data.collections import linear_alkanes, esol\n", "\n", "# get data\n", "la_data = linear_alkanes()\n", + "la_data = esol()\n", + "la_data.shuffle()\n", "# make dataset bigger ....\n", "\n", "train_x, train_y = la_data.batch()\n", - "train_y = train_y.ravel()\n", + "# train_y = train_y.ravel()\n", "\n", "# create model\n", "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", @@ -115,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 26, "id": "82377079-0691-4c72-9863-ec0ce221aa2e", "metadata": {}, "outputs": [], @@ -140,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 27, "id": "bdf1ab7d-c055-4ad7-9c65-226ef25e16bd", "metadata": {}, "outputs": [], @@ -150,6 +161,7 @@ " model.eval()\n", " with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", " preds = model(test_x)\n", + "\n", " rmse = torch.sqrt(torch.mean(torch.pow(preds.mean - test_y, 2))).item()\n", " mae = torch.mean(torch.abs(preds.mean - test_y)).item()\n", " corr, _ = pearsonr(preds.mean.tolist(), test_y.tolist())\n", @@ -159,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 28, "id": "8adc110d-5206-41dd-829f-3259c08a1555", "metadata": {}, "outputs": [ @@ -167,24 +179,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:02<00:00, 45.41it/s]" + "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:08<00:00, 11.67it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "rmse: 1.2600858211517334 \n", - "mae: 0.7963706851005554 \n", - "corr: 0.9638670688754403 \n", - "r2: 0.8075374364852905\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" + "rmse: 2.3341455459594727 \n", + "mae: 1.8450672626495361 \n", + "corr: [0.6024757630454255] \n", + "r2: 0.3494410514831543\n" ] } ], @@ -200,18 +205,18 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 38, "id": "61c2f415-6c3a-4ab1-852c-c69602681f70", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "tensor([1.1764, 2.1262, 2.9227, 4.3912, 4.9540, 5.8256, 6.3887, 6.7823, 6.9562,\n", - " 6.9007], device='cuda:0', grad_fn=)" + "tensor([-1.7456, -4.4019, -1.3440, ..., -1.5245, -0.2975, -4.1911],\n", + " device='cuda:0', grad_fn=)" ] }, - "execution_count": 9, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -223,17 +228,18 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 39, "id": "908a9872-e843-4c72-936f-5ce31ec9d8a9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "tensor([ 1., 2., 3., 4., 5., 6., 7., 8., 9., 10.], device='cuda:0')" + "tensor([-0.8300, -3.7300, -1.1000, ..., -1.8100, -0.5500, -3.6700],\n", + " device='cuda:0')" ] }, - "execution_count": 10, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -242,48 +248,6 @@ "train_y" ] }, - { - "cell_type": "code", - "execution_count": 19, - "id": "02ea0525-b358-4404-b41e-9556ea08b157", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "GaussianProcessSupervisedModel(\n", - " (representation): DGLRepresentation(\n", - " (embedding_in): Sequential(\n", - " (0): Linear(in_features=74, out_features=128, bias=True)\n", - " (1): SiLU()\n", - " )\n", - " (gn0): GraphConv(in=128, out=128, normalization=both, activation=None)\n", - " (gn1): GraphConv(in=128, out=128, normalization=both, activation=None)\n", - " (gn2): GraphConv(in=128, out=128, normalization=both, activation=None)\n", - " (embedding_out): Sequential(\n", - " (0): Linear(in_features=128, out_features=128, bias=True)\n", - " )\n", - " (ff): Sequential(\n", - " (0): Linear(in_features=128, out_features=128, bias=True)\n", - " )\n", - " (activation): SiLU()\n", - " )\n", - " (regressor): ExactGaussianProcessRegressor(\n", - " (kernel): RBF()\n", - " )\n", - " (likelihood): HeteroschedasticGaussianLikelihood()\n", - ")" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "net" - ] - }, { "cell_type": "code", "execution_count": 15, @@ -310,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 32, "id": "0c184f67", "metadata": { "tags": [] diff --git a/scripts/supervised/pytest_playground.ipynb b/scripts/supervised/pytest_playground.ipynb new file mode 100644 index 0000000..4df1ce9 --- /dev/null +++ b/scripts/supervised/pytest_playground.ipynb @@ -0,0 +1,214 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "83b203f5-cd15-4d6a-8ce1-a366a684607b", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "import torch\n", + "import malt\n", + "\n", + "dummy_targets = torch.Tensor([0.0])\n", + "\n", + "regressor = malt.models.regressor.GPyTorchExactRegressor(\n", + " dummy_targets,\n", + " in_features=128,\n", + " out_features=2,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2110bbbb-ea0e-4d88-9cd6-b0790f5ae415", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", + "dummy_targets = torch.Tensor([0.0])\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.GPyTorchExactRegressor(\n", + " dummy_targets,\n", + " in_features=128,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "point = malt.Molecule(\"C\")\n", + "point.featurize()\n", + "graph = dgl.batch([point.g])\n", + "\n", + "y = net.condition(graph)\n", + "assert y.mean.item() == 0.0" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8cfbf79d-63b7-4f71-86f6-dd07e2a00300", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "import gpytorch\n", + "\n", + "dummy_targets = torch.tensor([[4.0]])\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32\n", + " ),\n", + " regressor=malt.models.regressor.GPyTorchExactRegressor(\n", + " dummy_targets,\n", + " in_features=32,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "point = malt.Molecule(\"CCCCCCC\")\n", + "point.featurize()\n", + "graph = dgl.batch([point.g])\n", + "\n", + "mll = gpytorch.mlls.ExactMarginalLogLikelihood(net.regressor.likelihood, net)\n", + "\n", + "net.train()\n", + "y_pred = net(graph)\n", + "loss = mll(y_pred, torch.tensor([[2.0]]))\n", + "loss.backward()\n", + "\n", + "net.eval()\n", + "y = net(graph)\n", + "assert y.mean.item() != 0.0" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ada64b9b-9771-4a06-9395-7cf9fcdaf05d", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "dataset_loader = dataset.view(batch_size=len(dataset))\n", + "g, y = next(iter(dataset_loader))\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.GPyTorchExactRegressor(\n", + " y,\n", + " in_features=128,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "if torch.cuda.is_available():\n", + " net.cuda()\n", + "\n", + "mll = gpytorch.mlls.ExactMarginalLogLikelihood(net.regressor.likelihood, net)\n", + "\n", + "net.train()\n", + "y_pred = net(g)\n", + "loss = mll(y_pred, y).mean()\n", + "loss.backward()\n", + "\n", + "net.eval()\n", + "y_hat = net(g)\n", + "assert y_hat.mean.shape[0] == 10\n", + "assert len(y_hat.mean.shape) == 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e4d62e3d-293b-4192-92fb-2c36c84b45f0", + "metadata": {}, + "outputs": [], + "source": [ + "import malt\n", + "import torch\n", + "from malt.agents.player import SequentialModelBasedPlayer\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "g, y = dataset.batch()\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " y, in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "if torch.cuda.is_available():\n", + " model.cuda()\n", + " \n", + "mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.regressor.likelihood,\n", + " model\n", + ")\n", + "\n", + "player = SequentialModelBasedPlayer(\n", + " model = model,\n", + " policy=malt.policy.Greedy(),\n", + " trainer=malt.trainer.get_default_trainer(),\n", + " marginal_likelihood=mll,\n", + " merchant=malt.agents.merchant.DatasetMerchant(dataset),\n", + " assayer=malt.agents.assayer.DatasetAssayer(dataset),\n", + ")\n", + "\n", + "while True:\n", + " if player.step() is None:\n", + " break" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From d787948774f6de9a65501da51fda387b632ac939 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sat, 7 May 2022 23:53:33 -0400 Subject: [PATCH 32/96] Added more working tests. --- esol_dglgraph.bin | Bin 0 -> 5587471 bytes lipophilicity_dglgraph.bin | Bin 0 -> 38950183 bytes malt/agents/player.py | 1 + malt/agents/tests/test_agents_interactions.py | 32 +- malt/data/dataset.py | 2 +- malt/data/tests/test_dataset.py | 5 +- malt/metrics/supervised_metrics.py | 3 +- ..._metircs.py => test_supervised_metrics.py} | 16 +- malt/models/supervised_model.py | 5 + malt/models/tests/test_gp.py | 76 ++--- malt/models/tests/test_gpytorch.py | 2 + malt/models/tests/test_supervised_model.py | 9 +- malt/trainer.py | 1 - scripts/supervised/pytest_playground.ipynb | 295 +++++++++++++++++- 14 files changed, 386 insertions(+), 61 deletions(-) create mode 100644 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zN{DwcwC`!$oIljAcvk>L&C*fU)N=^ff+d!;QKlMDOZ?scX=C4<=<}ES`mB>#+O?&b@9F*tHfk+;vv+hL#8Si1`oGEt%ytJ`q7ftBcP&qRNJ)QZ7>nK-Qo&%ejrJ*-97Vv37g zv0pIy9mkV5u>C!1bebr->H%ms0UN#WnLqlT#mBd?%TxR)VI%rzCA71~FP``;1Usc* z=VDCwfXCz}iGK1JO!dW)yK%}1>~kNl|3w3NThZMZfsU@|wgE53s(Pb1l!Y4q6k$!;jKQ?L>Dpw<7Z>1jd(N)muBIrC%EY&E|;G!`f>}r?T*-W$z`QKlSBqaV1go?o_ literal 0 HcmV?d00001 diff --git a/malt/agents/player.py b/malt/agents/player.py index 913bd9e..d2d2417 100644 --- a/malt/agents/player.py +++ b/malt/agents/player.py @@ -172,6 +172,7 @@ def step(self): best = Dataset([best]) best = self.merchandize(best) best = self.assay(best) + # import pdb; pdb.set_trace() self.train() return best diff --git a/malt/agents/tests/test_agents_interactions.py b/malt/agents/tests/test_agents_interactions.py index e6dbede..6e3610a 100644 --- a/malt/agents/tests/test_agents_interactions.py +++ b/malt/agents/tests/test_agents_interactions.py @@ -8,21 +8,35 @@ def test_import(): def test_player_with_linear_alkane(): import malt + import torch from malt.agents.player import SequentialModelBasedPlayer + dataset = malt.data.collections.linear_alkanes(10) + model = malt.models.supervised_model.SimpleSupervisedModel( + representation=malt.models.representation.DGLRepresentation( + out_features=128 + ), + regressor=malt.models.regressor.NeuralNetworkRegressor( + in_features=128, out_features=1 + ), + likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(), + ) + + mll = malt.models.marginal_likelihood.SimpleMarginalLogLikelihood( + model.likelihood, + model + ) + + if torch.cuda.is_available(): + model.cuda() + + player = SequentialModelBasedPlayer( - model = malt.models.supervised_model.SimpleSupervisedModel( - representation=malt.models.representation.DGLRepresentation( - out_features=128 - ), - regressor=malt.models.regressor.NeuralNetworkRegressor( - in_features=128, out_features=1 - ), - likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(), - ), + model = model, policy=malt.policy.Greedy(), trainer=malt.trainer.get_default_trainer(), + marginal_likelihood=mll, merchant=malt.agents.merchant.DatasetMerchant(dataset), assayer=malt.agents.assayer.DatasetAssayer(dataset), ) diff --git a/malt/data/dataset.py b/malt/data/dataset.py index 4fd39f9..c908a7a 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -158,7 +158,7 @@ def smiles(self): @staticmethod def _batch( molecules=None, by=['g', 'y'], assay=None, - batch_meta=collate_metadata, + batch_meta=collate_metadata, use_gpu=True, **kwargs ): """ Batches molecules by provided keys. diff --git a/malt/data/tests/test_dataset.py b/malt/data/tests/test_dataset.py index 13acd35..df5c5ae 100644 --- a/malt/data/tests/test_dataset.py +++ b/malt/data/tests/test_dataset.py @@ -52,8 +52,7 @@ def test_dataset_view(): assert isinstance(g, dgl.DGLGraph) assert isinstance(y, torch.Tensor) assert y.shape[0] == 2 - assert y.shape[1] == 1 - + assert y.dim() == 1 def test_dataset_view_batch_of_g(): import dgl @@ -92,4 +91,4 @@ def test_dataset_with_assayed_molecule_view(): assert isinstance(g, dgl.DGLGraph) assert isinstance(y, torch.Tensor) assert y.shape[0] == 2 - assert y.shape[1] == 1 \ No newline at end of file + assert y.dim() == 1 diff --git a/malt/metrics/supervised_metrics.py b/malt/metrics/supervised_metrics.py index 42f6927..37becb0 100644 --- a/malt/metrics/supervised_metrics.py +++ b/malt/metrics/supervised_metrics.py @@ -8,8 +8,7 @@ def __init__(self): super().__init__() def __call__(self, model, ds_te): - ds_te_loader = ds_te.view(batch_size=len(ds_te)) - g, y = next(iter(ds_te_loader)) + g, y = ds_te.batch(by=['g', 'y']) with torch.no_grad(): y_hat = model(g).mean return getattr(malt.metrics.base_metrics, self.base_metric)(y_hat, y) diff --git a/malt/metrics/tests/test_supervised_metircs.py b/malt/metrics/tests/test_supervised_metrics.py similarity index 54% rename from malt/metrics/tests/test_supervised_metircs.py rename to malt/metrics/tests/test_supervised_metrics.py index 1486157..248d400 100644 --- a/malt/metrics/tests/test_supervised_metircs.py +++ b/malt/metrics/tests/test_supervised_metrics.py @@ -10,9 +10,9 @@ class DumbModel(object): def __init__(self, y): self.y = y - def condition(self, *args, **kwargs): + def __call__(self, *args, **kwargs): return torch.distributions.Normal( - self.y, 1.0 + self.y.ravel().cuda(), 1.0 ) def test_equality(): @@ -20,16 +20,16 @@ def test_equality(): import malt from malt.metrics.supervised_metrics import MSE, MAPE, RMSE, R2 from malt.metrics.base_metrics import mse, mape, rmse, r2 - input = torch.randn(5, 1) + input_ = torch.randn(5, 1) target = torch.randn(5, 1) ds = malt.Dataset() for idx in range(5): - point = malt.Point(smiles="C", y=target[idx].item()) + point = malt.Molecule(smiles="C", metadata={'y': target[idx].item()}) ds.append(point) - assert MSE()(DumbModel(input), ds) == mse(input, target) - assert MAPE()(DumbModel(input), ds) == mape(input, target) - assert RMSE()(DumbModel(input), ds) == rmse(input, target) - assert R2()(DumbModel(input), ds) == r2(input, target) + assert MSE()(DumbModel(input_), ds) == mse(input_, target) + assert MAPE()(DumbModel(input_), ds) == mape(input_, target) + assert RMSE()(DumbModel(input_), ds) == rmse(input_, target) + assert R2()(DumbModel(input_), ds) == r2(input_, target) diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index 40e293f..4b0fa73 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -88,6 +88,8 @@ def forward(self, g): return distribution + condition = forward + class GaussianProcessSupervisedModel(SupervisedModel, gpytorch.models.GP): """ A supervised model that only takes graph. """ @@ -114,6 +116,9 @@ def _blind_condition(self, g): ) def forward(self, g): + + # if not hasattr(self.regressor, "train_inputs"): + # return self._blind_condition(g) # graph -> latent representation h = self.representation(g) diff --git a/malt/models/tests/test_gp.py b/malt/models/tests/test_gp.py index 38b55fa..f0f3303 100644 --- a/malt/models/tests/test_gp.py +++ b/malt/models/tests/test_gp.py @@ -5,25 +5,28 @@ def test_construct_gp(): import torch import malt + dummy_targets = torch.Tensor([4.0]) - - regressor = malt.models.regressor.ExactGaussianProcessRegressor( - + regressor = malt.models.regressor.HardcodedExactGaussianProcessRegressor( + dummy_targets, in_features=128, out_features=2, ) -def test_blind_condition(): +def test_gp_train(): import torch import dgl import malt + dummy_targets = torch.Tensor([4.0]) + net = malt.models.supervised_model.GaussianProcessSupervisedModel( representation=malt.models.representation.DGLRepresentation( out_features=128 ), - regressor=malt.models.regressor.ExactGaussianProcessRegressor( + regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor( + dummy_targets, in_features=128, out_features=2, ), @@ -34,32 +37,16 @@ def test_blind_condition(): point.featurize() graph = dgl.batch([point.g]) - y = net.condition(graph) - assert y.mean.item() == 0.0 - -def test_gp_train(): - import torch - import dgl - import malt - - net = malt.models.supervised_model.GaussianProcessSupervisedModel( - representation=malt.models.representation.DGLRepresentation( - out_features=128 - ), - regressor=malt.models.regressor.ExactGaussianProcessRegressor( - in_features=128, - out_features=2, - ), - likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), + mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood( + net.likelihood, net ) - point = malt.Molecule("C") - point.featurize() - graph = dgl.batch([point.g]) - - y = net.loss(graph, torch.tensor([[5.0]])) - y.backward() + net.train() + y_hat = net(graph) + loss = mll(y_hat, torch.tensor([[5.0]])) + loss.backward() + net.eval() y = net.condition(graph) assert y.mean.item() != 0.0 @@ -69,11 +56,17 @@ def test_gp_shape(): import dgl import malt + dataset = malt.data.collections.linear_alkanes(10) + dataset_loader = dataset.view(batch_size=len(dataset)) + g, y = next(iter(dataset_loader)) + + net = malt.models.supervised_model.GaussianProcessSupervisedModel( representation=malt.models.representation.DGLRepresentation( out_features=128 ), - regressor=malt.models.regressor.ExactGaussianProcessRegressor( + regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor( + y, in_features=128, out_features=2, ), @@ -83,11 +76,18 @@ def test_gp_shape(): if torch.cuda.is_available(): net.cuda() - dataset = malt.data.collections.linear_alkanes(10) - dataset_loader = dataset.view(batch_size=len(dataset)) - g, y = next(iter(dataset_loader)) - loss = net.loss(g, y) + mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood( + net.likelihood, net + ) + + net.train() + try: + y_hat = net(g) + except: + y_hat = net(g) + loss = mll(y_hat, y) + loss.backward() y_hat = net.condition(g) assert y_hat.mean.shape[0] == 10 @@ -99,22 +99,28 @@ def test_gp_integrate(): from malt.agents.player import SequentialModelBasedPlayer dataset = malt.data.collections.linear_alkanes(10) + g, y = dataset.batch() model = malt.models.supervised_model.GaussianProcessSupervisedModel( representation=malt.models.representation.DGLRepresentation( out_features=128 ), - regressor=malt.models.regressor.ExactGaussianProcessRegressor( - in_features=128, out_features=2, + regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor( + y, in_features=128, out_features=2, ), likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), ) if torch.cuda.is_available(): model.cuda() + mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood( + model.likelihood, model + ) + player = SequentialModelBasedPlayer( model = model, policy=malt.policy.Greedy(), trainer=malt.trainer.get_default_trainer(), + marginal_likelihood=mll, merchant=malt.agents.merchant.DatasetMerchant(dataset), assayer=malt.agents.assayer.DatasetAssayer(dataset), ) diff --git a/malt/models/tests/test_gpytorch.py b/malt/models/tests/test_gpytorch.py index 7d73db4..9933ce1 100644 --- a/malt/models/tests/test_gpytorch.py +++ b/malt/models/tests/test_gpytorch.py @@ -81,6 +81,8 @@ def test_gp_shape(): import dgl import malt + torch.cuda.set_device("cuda:0") + dataset = malt.data.collections.linear_alkanes(10) dataset_loader = dataset.view(batch_size=len(dataset)) g, y = next(iter(dataset_loader)) diff --git a/malt/models/tests/test_supervised_model.py b/malt/models/tests/test_supervised_model.py index 6070f10..2b21369 100644 --- a/malt/models/tests/test_supervised_model.py +++ b/malt/models/tests/test_supervised_model.py @@ -39,4 +39,11 @@ def test_forward(): assert isinstance(distribution, torch.distributions.Distribution) assert distribution.batch_shape == torch.Size([1, 1]) - net.loss(point.g, torch.Tensor([0.0])).backward() + mll = malt.models.marginal_likelihood.SimpleMarginalLogLikelihood( + net.likelihood, + net + ) + + net.train() + y_hat = net(point) + mll(y_hat, torch.Tensor([0.0])).backward() diff --git a/malt/trainer.py b/malt/trainer.py index e33bc93..7f16036 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -105,7 +105,6 @@ def _default_trainer_without_player( inputs, targets = x optimizer.zero_grad() output = model(inputs) - # print(output.loc[:10]) loss = -marginal_likelihood(output, targets).mean() loss.backward() optimizer.step() diff --git a/scripts/supervised/pytest_playground.ipynb b/scripts/supervised/pytest_playground.ipynb index 4df1ce9..4a3599c 100644 --- a/scripts/supervised/pytest_playground.ipynb +++ b/scripts/supervised/pytest_playground.ipynb @@ -147,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "e4d62e3d-293b-4192-92fb-2c36c84b45f0", "metadata": {}, "outputs": [], @@ -188,6 +188,299 @@ " if player.step() is None:\n", " break" ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "79971921-c626-4baa-8809-b1e3220705bb", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "dataset_loader = dataset.view(batch_size=len(dataset))\n", + "g, y = next(iter(dataset_loader))\n", + "\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor(\n", + " y,\n", + " in_features=128,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "if torch.cuda.is_available():\n", + " net.cuda()\n", + "\n", + "\n", + "mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood(\n", + " net.likelihood, net\n", + ")\n", + "\n", + "y_hat = net(g)\n", + "loss = mll(y_hat, y)\n", + "loss.backward()\n", + "\n", + "y_hat = net.condition(g)\n", + "assert y_hat.mean.shape[0] == 10\n", + "assert len(y_hat.mean.shape) == 1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "dfb4ddec-544b-401b-a6af-ee97f6ed145e", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", + "dummy_targets = torch.Tensor([4.0])\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor(\n", + " dummy_targets,\n", + " in_features=128,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "point = malt.Molecule(\"C\")\n", + "point.featurize()\n", + "graph = dgl.batch([point.g])\n", + "\n", + "mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood(\n", + " net.likelihood, net\n", + ")\n", + "\n", + "net.train()\n", + "y_hat = net(graph)\n", + "loss = mll(y_hat, torch.tensor([[5.0]]))\n", + "loss.backward()\n", + "\n", + "net.eval()\n", + "y = net.condition(graph)\n", + "assert y.mean.item() != 0.0" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "fc7421af-7051-4dba-a521-76b5858b33fe", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import malt\n", + "import torch\n", + "from malt.agents.player import SequentialModelBasedPlayer\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "g, y = dataset.batch()\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " y, in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "if torch.cuda.is_available():\n", + " model.cuda()\n", + "\n", + "mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.regressor.likelihood,\n", + " model\n", + ")\n", + "\n", + "player = SequentialModelBasedPlayer(\n", + " model = model,\n", + " policy=malt.policy.Greedy(),\n", + " trainer=malt.trainer.get_default_trainer(),\n", + " marginal_likelihood=mll,\n", + " merchant=malt.agents.merchant.DatasetMerchant(dataset),\n", + " assayer=malt.agents.assayer.DatasetAssayer(dataset),\n", + ")\n", + "\n", + "while True:\n", + " if player.step() is None:\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "b52994b7-4043-487c-8434-661e563a44b0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(1.2900)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g, y = ds.batch(by=['g', 'y'])\n", + "torch.nn.functional.mse_loss(DumbModel(input_)(g).mean, target)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "77053a30-2675-4371-8937-05442892057f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:4: UserWarning: Using a target size (torch.Size([5])) that is different to the input size (torch.Size([10])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.nn.functional.mse_loss(target, input)\n" + ] + } + ], + "source": [ + "class DumbModel(object):\n", + " def __init__(self, y):\n", + " self.y = y\n", + "\n", + " def __call__(self, *args, **kwargs):\n", + " return torch.distributions.Normal(\n", + " self.y.ravel().cuda(), 1.0\n", + " )\n", + "\n", + "import torch\n", + "import malt\n", + "from malt.metrics.supervised_metrics import MSE, MAPE, RMSE, R2\n", + "from malt.metrics.base_metrics import mse, mape, rmse, r2\n", + "input_ = torch.randn(5, 1)\n", + "target = torch.randn(5, 1)\n", + "\n", + "ds = malt.Dataset()\n", + "\n", + "for idx in range(5):\n", + " point = malt.Molecule(smiles=\"C\", metadata={'y': target[idx].item()})\n", + " ds.append(point)\n", + "\n", + "assert MSE()(DumbModel(input_), ds) == mse(input_, target)\n", + "assert MAPE()(DumbModel(input_), ds) == mape(input_, target)\n", + "assert RMSE()(DumbModel(input_), ds) == rmse(input_, target)\n", + "assert R2()(DumbModel(input_), ds) == r2(input_, target)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "758fc5e6-3edf-41b8-bd59-252b9a42188d", + "metadata": {}, + "outputs": [ + { + "ename": "RuntimeError", + "evalue": "Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [42]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 1\u001b[0m g, y \u001b[38;5;241m=\u001b[39m ds\u001b[38;5;241m.\u001b[39mbatch(by\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mg\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m 2\u001b[0m y_hat \u001b[38;5;241m=\u001b[39m DumbModel(input_)(g)\u001b[38;5;241m.\u001b[39mmean\n\u001b[1;32m----> 3\u001b[0m \u001b[43mmalt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmetrics\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbase_metrics\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse\u001b[49m\u001b[43m(\u001b[49m\u001b[43my_hat\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:4\u001b[0m, in \u001b[0;36mmse\u001b[1;34m(input, target)\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmse\u001b[39m(\u001b[38;5;28minput\u001b[39m, target):\n\u001b[1;32m----> 4\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfunctional\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse_loss\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\functional.py:3112\u001b[0m, in \u001b[0;36mmse_loss\u001b[1;34m(input, target, size_average, reduce, reduction)\u001b[0m\n\u001b[0;32m 3109\u001b[0m reduction \u001b[38;5;241m=\u001b[39m _Reduction\u001b[38;5;241m.\u001b[39mlegacy_get_string(size_average, reduce)\n\u001b[0;32m 3111\u001b[0m expanded_input, expanded_target \u001b[38;5;241m=\u001b[39m torch\u001b[38;5;241m.\u001b[39mbroadcast_tensors(\u001b[38;5;28minput\u001b[39m, target)\n\u001b[1;32m-> 3112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_C\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_nn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse_loss\u001b[49m\u001b[43m(\u001b[49m\u001b[43mexpanded_input\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexpanded_target\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m_Reduction\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_enum\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreduction\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[1;31mRuntimeError\u001b[0m: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!" + ] + } + ], + "source": [ + "g, y = ds.batch(by=['g', 'y'])\n", + "y_hat = DumbModel(input_)(g).mean\n", + "malt.metrics.base_metrics.mse(y_hat, target)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5d8a86ff-25c3-45bb-8b01-29cac9f5a1c1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(1.8533, device='cuda:0')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "MSE()(DumbModel(input_), ds)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "9946ba7f-1aca-4648-a8f1-2ec24ecd8a5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(1.6798)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mse(input_, target)" + ] } ], "metadata": { From afc7f14309fe94269a261186ad63d8c3e263d3ce Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 29 May 2022 02:38:05 -0400 Subject: [PATCH 33/96] Fixed a bunch of tests. Still a few that need to be fixed. --- esol_dglgraph.bin | Bin 5587471 -> 5587471 bytes lipophilicity_dglgraph.bin | Bin 38950183 -> 38950183 bytes malt/agents/player.py | 1 + malt/models/regressor.py | 2 +- malt/models/supervised_model.py | 4 +- malt/models/tests/test_supervised_model.py | 2 +- malt/tests/test_trainer.py | 7 + malt/trainer.py | 9 +- scripts/supervised/exact_gp_comparison.ipynb | 158 +++++-- .../supervised/exact_gp_playground_esol.ipynb | 17 +- scripts/supervised/pytest_playground.ipynb | 414 ++++++++++++++++-- 11 files changed, 537 insertions(+), 77 deletions(-) diff --git a/esol_dglgraph.bin b/esol_dglgraph.bin index 8e91965b56cbdaa5e43995ac0eea6fe88e85514c..ae29e51853711e0ab03982397c3ecbfe19651cd1 100644 GIT binary patch delta 4116 zcmbtXd2G~06rSC-P`0$)UQ6Xz7O9kSma7$^?G`!8y%btNjB-hoAXW%aK-oeIZAHVH zjUfaQm#7>~Q&%vNg2zu3L`k%WC?O^mssZ93R*g`F6u&obUatiF!(aMkc4prD-Z96U z?y0zB-vb0Z{>+W>p(dMB_|xA#eDtGqn!7#+ZL}U$>U-DJnmc~eLE}5PtCspD?_ZsI 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a/malt/agents/player.py b/malt/agents/player.py index d2d2417..93e376b 100644 --- a/malt/agents/player.py +++ b/malt/agents/player.py @@ -123,6 +123,7 @@ def train(self): def prioritize(self): if len(self.merchant.catalogue()) == 0: return None + self.model.eval() posterior = self.model.condition( self.merchant.catalogue().batch(by=['g']), ) diff --git a/malt/models/regressor.py b/malt/models/regressor.py index 7d69e47..c1f2aaa 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -263,7 +263,7 @@ def __init__( # it always has to be a Gaussian likelihood anyway likelihood = gpytorch.likelihoods.GaussianLikelihood() - dummy_inputs = torch.ones(1) + dummy_inputs = torch.ones(len(train_targets)) super(ExactGaussianProcessRegressor, self).__init__( in_features, out_features, diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index 4b0fa73..9986ab2 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -117,8 +117,8 @@ def _blind_condition(self, g): def forward(self, g): - # if not hasattr(self.regressor, "train_inputs"): - # return self._blind_condition(g) + if not hasattr(self.regressor, "train_inputs") and not self.training: + return self._blind_condition(g) # graph -> latent representation h = self.representation(g) diff --git a/malt/models/tests/test_supervised_model.py b/malt/models/tests/test_supervised_model.py index 2b21369..3d799b3 100644 --- a/malt/models/tests/test_supervised_model.py +++ b/malt/models/tests/test_supervised_model.py @@ -45,5 +45,5 @@ def test_forward(): ) net.train() - y_hat = net(point) + y_hat = net(point.g) mll(y_hat, torch.Tensor([0.0])).backward() diff --git a/malt/tests/test_trainer.py b/malt/tests/test_trainer.py index 730f1db..9f4828e 100644 --- a/malt/tests/test_trainer.py +++ b/malt/tests/test_trainer.py @@ -34,10 +34,17 @@ def test_training_on_linear_alkane_with_player(): likelihood=likelihood, ) + mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood( + model.regressor.likelihood, + model + ) + + player = malt.agents.player.SequentialModelBasedPlayer( model=model, merchant=merchant, assayer=assayer, + marginal_likelihood=mll, policy=malt.policy.Greedy(), trainer=malt.trainer.get_default_trainer(), ) diff --git a/malt/trainer.py b/malt/trainer.py index 7f16036..dcab9df 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -75,6 +75,12 @@ def _default_trainer_without_player( ds_tr = ds ds_vl = ds + # if exact GP, replace train_targets + if hasattr(model.regressor, 'train_targets'): + model.regressor.train_targets = ds_tr.batch(by='y') + + # import pdb; pdb.set_trace() + # consider the case of one batch if batch_size == -1: batch_size = len(ds) @@ -82,7 +88,7 @@ def _default_trainer_without_player( # put data into loader ds_tr = ds_tr.view(batch_size=batch_size) # ds_vl = ds_vl.view(batch_size=len(ds_vl)) - + # get optimizer object optimizer = getattr(torch.optim, optimizer,)( model.parameters(), @@ -105,6 +111,7 @@ def _default_trainer_without_player( inputs, targets = x optimizer.zero_grad() output = model(inputs) + # import pdb; pdb.set_trace() loss = -marginal_likelihood(output, targets).mean() loss.backward() optimizer.step() diff --git a/scripts/supervised/exact_gp_comparison.ipynb b/scripts/supervised/exact_gp_comparison.ipynb index ac55534..678032c 100644 --- a/scripts/supervised/exact_gp_comparison.ipynb +++ b/scripts/supervised/exact_gp_comparison.ipynb @@ -49,7 +49,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -84,7 +84,7 @@ "import dgl\n", "import malt\n", "\n", - "from malt.models.regressor import GPyTorchExactRegressor\n", + "from malt.models.regressor import ExactGaussianProcessRegressor\n", "from malt.data.collections import linear_alkanes, esol\n", "\n", "# get data\n", @@ -94,7 +94,8 @@ "\n", "# make dataset bigger ....\n", "\n", - "train_x, train_y = data.batch()\n", + "train_x, train_y = data[:1000].batch()\n", + "test_x, test_y = data[1000:].batch()\n", "# train_y /= train_y.max()\n", "\n", "# create model\n", @@ -102,7 +103,7 @@ " representation=malt.models.representation.DGLRepresentation(\n", " out_features=32, hidden_features=32,\n", " ),\n", - " regressor=GPyTorchExactRegressor(\n", + " regressor=ExactGaussianProcessRegressor(\n", " in_features=32,\n", " out_features=2,\n", " train_targets=train_y,\n", @@ -123,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "82377079-0691-4c72-9863-ec0ce221aa2e", "metadata": {}, "outputs": [], @@ -148,7 +149,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "bdf1ab7d-c055-4ad7-9c65-226ef25e16bd", "metadata": {}, "outputs": [], @@ -167,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "8adc110d-5206-41dd-829f-3259c08a1555", "metadata": {}, "outputs": [ @@ -175,17 +176,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:05<00:00, 18.89it/s]\n" + "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:04<00:00, 22.81it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "rmse: 0.6652339100837708 \n", - "mae: 0.5133057832717896 \n", - "corr: 0.9523592109125414 \n", - "r2: 0.8992213606834412\n" + "rmse: 0.6207467913627625 \n", + "mae: 0.45676758885383606 \n", + "corr: 0.9634070817585095 \n", + "r2: 0.9267905354499817\n" ] } ], @@ -195,13 +196,13 @@ "model.eval()\n", "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", " preds = model(train_x).loc\n", - "rmse, mae, corr, r2 = test(model, train_x, train_y)\n", + "rmse, mae, corr, r2 = test(model, test_x, test_y)\n", "print('rmse:', rmse, '\\nmae:', mae, '\\ncorr:', corr, '\\nr2:', r2)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "61c2f415-6c3a-4ab1-852c-c69602681f70", "metadata": {}, "outputs": [ @@ -211,13 +212,13 @@ "Text(0.5, 1.0, 'gpytorch: training')" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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        " ] @@ -235,9 +236,9 @@ "\n", "import seaborn as sns\n", "\n", - "preds = model(train_x)\n", + "preds = model(test_x)\n", "\n", - "g = sns.jointplot(x = train_y.ravel().tolist(), y = (preds.loc).tolist())\n", + "g = sns.jointplot(x = test_y.ravel().tolist(), y = (preds.loc).tolist())\n", "g.set_axis_labels('y', '\\hat{y}')\n", "plt.title('gpytorch: training')" ] @@ -252,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 26, "id": "c7fd5539-5c47-4510-84df-b843bd7871df", "metadata": {}, "outputs": [], @@ -261,7 +262,7 @@ " representation=malt.models.representation.DGLRepresentation(\n", " out_features=32, hidden_features=32,\n", " ),\n", - " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor(\n", " train_targets=train_y,\n", " ),\n", " # likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", @@ -270,15 +271,15 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 27, "id": "873402bd-c91b-48d1-9031-e140be726de9", "metadata": {}, "outputs": [], "source": [ "# define marginal log likelihood\n", - "from malt.models.marginal_likelihood import ExactMarginalLogLikelihood\n", + "from malt.models.marginal_likelihood import HardcodedExactMarginalLogLikelihood\n", "\n", - "mll = ExactMarginalLogLikelihood(model.likelihood, model)\n", + "mll = HardcodedExactMarginalLogLikelihood(model.likelihood, model)\n", "\n", "# define optimizer\n", "optimizer = torch.optim.Adam([\n", @@ -288,7 +289,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 31, "id": "4c917cc5-9441-4b35-b8ec-78239985de99", "metadata": {}, "outputs": [ @@ -296,17 +297,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:06<00:00, 16.18it/s]\n" + "100%|████████████████████████████████████████████████████████████████████████████████| 100/100 [00:05<00:00, 18.96it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "rmse: 0.19457143545150757 \n", - "mae: 0.14054900407791138 \n", - "corr: 0.9959602131498291 \n", - "r2: 0.9913786053657532\n" + "rmse: 0.7730870246887207 \n", + "mae: 0.5155682563781738 \n", + "corr: 0.943638001871339 \n", + "r2: 0.8864479064941406\n" ] } ], @@ -314,30 +315,115 @@ "model, loss_history = train(model, optimizer, mll)\n", "model.eval()\n", "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", - " preds = model(train_x).loc\n", - "rmse, mae, corr, r2 = test(model, train_x, train_y)\n", + " preds = model(test_x).loc\n", + "rmse, mae, corr, r2 = test(model, test_x, test_y)\n", "print('rmse:', rmse, '\\nmae:', mae, '\\ncorr:', corr, '\\nr2:', r2)" ] }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0ae59fd9-7899-4687-8f01-20b3423ede9f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "MultivariateNormal(loc: torch.Size([128]), covariance_matrix: torch.Size([128, 128]))" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model(test_x)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "2b8b7c66-8797-4ab2-ba7a-407f65270b25", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "torch.Size([1000])" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.regressor.train_targets.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "660ef30c-dec0-4c43-925b-dc981acea678", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "torch.Size([128, 32])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.representation(test_x).shape" + ] + }, { "cell_type": "code", "execution_count": 14, - "id": "46ee0301-d76c-47f3-af1d-3b408d8fadb4", + "id": "a27f43e6-d34a-49ca-9bc8-33cfaf398b86", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "MultivariateNormal(loc: torch.Size([128]), covariance_matrix: torch.Size([128, 128]))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" + } + ], + "source": [ + "model.eval()\n", + "model(test_x)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "46ee0301-d76c-47f3-af1d-3b408d8fadb4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
        " ] @@ -353,8 +439,8 @@ "import matplotlib.pyplot as plt\n", "\n", "plt.scatter(\n", - " model(train_x).loc.tolist(),\n", - " train_y.tolist(),\n", + " model(test_x).loc.tolist(),\n", + " test_y.tolist(),\n", ")" ] } diff --git a/scripts/supervised/exact_gp_playground_esol.ipynb b/scripts/supervised/exact_gp_playground_esol.ipynb index f33f1b5..92c96e2 100644 --- a/scripts/supervised/exact_gp_playground_esol.ipynb +++ b/scripts/supervised/exact_gp_playground_esol.ipynb @@ -49,7 +49,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 3, "id": "4d8416b0-fe9b-4db7-8736-672f654c4f2a", "metadata": { "jp-MarkdownHeadingCollapsed": true, @@ -71,11 +71,14 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Processing dgl graphs from scratch...\n", - "Processing molecule 1000/1128\n" + "ename": "ImportError", + "evalue": "cannot import name 'GPyTorchExactRegressor' from 'malt.models.regressor' (c:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\regressor.py)", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mImportError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [3]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mdgl\u001b[39;00m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmalt\u001b[39;00m\n\u001b[1;32m----> 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmalt\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mmodels\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressor\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m GPyTorchExactRegressor\n\u001b[0;32m 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmalt\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdata\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m linear_alkanes, esol\n\u001b[0;32m 8\u001b[0m \u001b[38;5;66;03m# get data\u001b[39;00m\n", + "\u001b[1;31mImportError\u001b[0m: cannot import name 'GPyTorchExactRegressor' from 'malt.models.regressor' (c:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\regressor.py)" ] } ], diff --git a/scripts/supervised/pytest_playground.ipynb b/scripts/supervised/pytest_playground.ipynb index 4a3599c..71f0f11 100644 --- a/scripts/supervised/pytest_playground.ipynb +++ b/scripts/supervised/pytest_playground.ipynb @@ -191,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 40, "id": "79971921-c626-4baa-8809-b1e3220705bb", "metadata": {}, "outputs": [], @@ -203,6 +203,7 @@ "dataset = malt.data.collections.linear_alkanes(10)\n", "dataset_loader = dataset.view(batch_size=len(dataset))\n", "g, y = next(iter(dataset_loader))\n", + "y = y.reshape(-1, 1)\n", "\n", "\n", "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", @@ -225,6 +226,7 @@ " net.likelihood, net\n", ")\n", "\n", + "net.train()\n", "y_hat = net(g)\n", "loss = mll(y_hat, y)\n", "loss.backward()\n", @@ -236,15 +238,106 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "dfb4ddec-544b-401b-a6af-ee97f6ed145e", + "execution_count": 41, + "id": "b4fad4ce-e1f7-4df1-8dfd-793e9cd56d99", "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "Using backend: pytorch\n" + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], + "source": [ + "dataset = malt.data.collections.esol()\n", + "dataset.shuffle()\n", + "ds_tr, ds_te = dataset[:800], dataset[800:]" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "07dcffa5-3c45-4d92-ae93-e0ef11ad67bf", + "metadata": {}, + "outputs": [], + "source": [ + "g, y = ds_tr.batch()\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=60\n", + " ),\n", + " regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor(\n", + " y,\n", + " in_features=60,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "if torch.cuda.is_available():\n", + " net.cuda()\n", + "\n", + "\n", + "mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood(\n", + " net.likelihood, net\n", + ")\n", + "\n", + "y_hat = net(g)\n", + "loss = mll(y_hat, y)\n", + "loss.backward()\n", + "\n", + "y_hat = net.condition(g)\n", + "\n", + "g, y = ds_te.batch()\n", + "\n", + "net.eval()\n", + "with torch.no_grad():\n", + " net(g)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "b7cd7f60-ac0b-4700-82c4-e9de6fd35fa0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "eff11bbb-1edd-442a-b492-972f77772543", + "metadata": {}, + "outputs": [], + "source": [ + "# g, y = next(iter(dataset[:4].view(batch_size=4)))\n", + "# net(g)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "dfb4ddec-544b-401b-a6af-ee97f6ed145e", + "metadata": {}, + "outputs": [ + { + "ename": "RuntimeError", + "evalue": "Incompatible matrix sizes for triangular_solve: each A matrix is 2 by 2 but each b matrix is 9 by 1", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [14]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 23\u001b[0m mll \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmodels\u001b[38;5;241m.\u001b[39mmarginal_likelihood\u001b[38;5;241m.\u001b[39mHardcodedExactMarginalLogLikelihood(\n\u001b[0;32m 24\u001b[0m net\u001b[38;5;241m.\u001b[39mlikelihood, net\n\u001b[0;32m 25\u001b[0m )\n\u001b[0;32m 27\u001b[0m net\u001b[38;5;241m.\u001b[39mtrain()\n\u001b[1;32m---> 28\u001b[0m y_hat \u001b[38;5;241m=\u001b[39m \u001b[43mnet\u001b[49m\u001b[43m(\u001b[49m\u001b[43mgraph\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 29\u001b[0m loss \u001b[38;5;241m=\u001b[39m mll(y_hat, torch\u001b[38;5;241m.\u001b[39mtensor([[\u001b[38;5;241m5.0\u001b[39m, \u001b[38;5;241m5.0\u001b[39m]]))\n\u001b[0;32m 30\u001b[0m loss\u001b[38;5;241m.\u001b[39mbackward()\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\gpytorch\\module.py:30\u001b[0m, in \u001b[0;36mModule.__call__\u001b[1;34m(self, *inputs, **kwargs)\u001b[0m\n\u001b[0;32m 29\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39minputs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m---> 30\u001b[0m outputs \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mforward(\u001b[38;5;241m*\u001b[39minputs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 31\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(outputs, \u001b[38;5;28mlist\u001b[39m):\n\u001b[0;32m 32\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [_validate_module_outputs(output) \u001b[38;5;28;01mfor\u001b[39;00m output \u001b[38;5;129;01min\u001b[39;00m outputs]\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\supervised_model.py:127\u001b[0m, in \u001b[0;36mGaussianProcessSupervisedModel.forward\u001b[1;34m(self, g)\u001b[0m\n\u001b[0;32m 124\u001b[0m h \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrepresentation(g)\n\u001b[0;32m 126\u001b[0m \u001b[38;5;66;03m# latent representation -> distribution\u001b[39;00m\n\u001b[1;32m--> 127\u001b[0m y_pred \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mregressor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mh\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 129\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y_pred\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py:1102\u001b[0m, in \u001b[0;36mModule._call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1098\u001b[0m \u001b[38;5;66;03m# If we don't have any hooks, we want to skip the rest of the logic in\u001b[39;00m\n\u001b[0;32m 1099\u001b[0m \u001b[38;5;66;03m# this function, and just call forward.\u001b[39;00m\n\u001b[0;32m 1100\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_pre_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m _global_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m forward_call(\u001b[38;5;241m*\u001b[39m\u001b[38;5;28minput\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1103\u001b[0m \u001b[38;5;66;03m# Do not call functions when jit is used\u001b[39;00m\n\u001b[0;32m 1104\u001b[0m full_backward_hooks, non_full_backward_hooks \u001b[38;5;241m=\u001b[39m [], []\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\regressor.py:223\u001b[0m, in \u001b[0;36mHardcodedExactGaussianProcessRegressor.forward\u001b[1;34m(self, x_te, *args, **kwargs)\u001b[0m\n\u001b[0;32m 213\u001b[0m y_tr \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtrain_targets\n\u001b[0;32m 215\u001b[0m \u001b[38;5;66;03m# get parameters\u001b[39;00m\n\u001b[0;32m 216\u001b[0m (\n\u001b[0;32m 217\u001b[0m k_tr_tr,\n\u001b[0;32m 218\u001b[0m k_te_te,\n\u001b[0;32m 219\u001b[0m k_te_tr,\n\u001b[0;32m 220\u001b[0m k_tr_te,\n\u001b[0;32m 221\u001b[0m l_low,\n\u001b[0;32m 222\u001b[0m alpha,\n\u001b[1;32m--> 223\u001b[0m ) \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_kernel_and_auxiliary_variables\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx_tr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my_tr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx_te\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 225\u001b[0m \u001b[38;5;66;03m# gather inputs for marginal log likelihood\u001b[39;00m\n\u001b[0;32m 226\u001b[0m \u001b[38;5;66;03m# if self.training:\u001b[39;00m\n\u001b[0;32m 227\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmll_vars \u001b[38;5;241m=\u001b[39m alpha, l_low\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\regressor.py:184\u001b[0m, in \u001b[0;36mHardcodedExactGaussianProcessRegressor._get_kernel_and_auxiliary_variables\u001b[1;34m(self, x_tr, y_tr, x_te)\u001b[0m\n\u001b[0;32m 181\u001b[0m y_tr \u001b[38;5;241m=\u001b[39m y_tr\u001b[38;5;241m.\u001b[39munsqueeze(\u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m 183\u001b[0m \u001b[38;5;66;03m# (batch_size_tr. 1)\u001b[39;00m\n\u001b[1;32m--> 184\u001b[0m l_low_over_y, _ \u001b[38;5;241m=\u001b[39m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtriangular_solve\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 185\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43my_tr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mA\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43ml_low\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mupper\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\n\u001b[0;32m 186\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 188\u001b[0m \u001b[38;5;66;03m# (batch_size_tr, 1)\u001b[39;00m\n\u001b[0;32m 189\u001b[0m alpha, _ \u001b[38;5;241m=\u001b[39m torch\u001b[38;5;241m.\u001b[39mtriangular_solve(\n\u001b[0;32m 190\u001b[0m \u001b[38;5;28minput\u001b[39m\u001b[38;5;241m=\u001b[39ml_low_over_y, A\u001b[38;5;241m=\u001b[39ml_up, upper\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m 191\u001b[0m )\n", + "\u001b[1;31mRuntimeError\u001b[0m: Incompatible matrix sizes for triangular_solve: each A matrix is 2 by 2 but each b matrix is 9 by 1" ] } ], @@ -253,7 +346,7 @@ "import dgl\n", "import malt\n", "\n", - "dummy_targets = torch.Tensor([4.0])\n", + "dummy_targets = torch.Tensor([4.0]*9)\n", "\n", "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", " representation=malt.models.representation.DGLRepresentation(\n", @@ -269,7 +362,7 @@ "\n", "point = malt.Molecule(\"C\")\n", "point.featurize()\n", - "graph = dgl.batch([point.g])\n", + "graph = dgl.batch([point.g, point.g])\n", "\n", "mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood(\n", " net.likelihood, net\n", @@ -277,7 +370,7 @@ "\n", "net.train()\n", "y_hat = net(graph)\n", - "loss = mll(y_hat, torch.tensor([[5.0]]))\n", + "loss = mll(y_hat, torch.tensor([[5.0, 5.0]]))\n", "loss.backward()\n", "\n", "net.eval()\n", @@ -288,6 +381,27 @@ { "cell_type": "code", "execution_count": 12, + "id": "2d2e1284-acfc-4bd6-8e02-2130102135fe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "MultivariateNormal(loc: tensor([3.8103], grad_fn=), covariance_matrix: tensor([[0.0474]], grad_fn=))" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "net.condition(graph)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "id": "fc7421af-7051-4dba-a521-76b5858b33fe", "metadata": {}, "outputs": [ @@ -365,23 +479,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "77053a30-2675-4371-8937-05442892057f", "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "10\n" + "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:4: UserWarning: Using a target size (torch.Size([5])) that is different to the input size (torch.Size([20])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", + " return torch.nn.functional.mse_loss(target, input)\n" ] }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:4: UserWarning: Using a target size (torch.Size([5])) that is different to the input size (torch.Size([10])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.\n", - " return torch.nn.functional.mse_loss(target, input)\n" + "ename": "RuntimeError", + "evalue": "The size of tensor a (20) must match the size of tensor b (5) at non-singleton dimension 0", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [37]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 20\u001b[0m point \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mMolecule(smiles\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mC\u001b[39m\u001b[38;5;124m\"\u001b[39m, metadata\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m'\u001b[39m: target[idx]\u001b[38;5;241m.\u001b[39mitem()})\n\u001b[0;32m 21\u001b[0m ds\u001b[38;5;241m.\u001b[39mappend(point)\n\u001b[1;32m---> 23\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[43mMSE\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\u001b[43mDumbModel\u001b[49m\u001b[43m(\u001b[49m\u001b[43minput_\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mds\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;241m==\u001b[39m mse(input_, target)\n\u001b[0;32m 24\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m MAPE()(DumbModel(input_), ds) \u001b[38;5;241m==\u001b[39m mape(input_, target)\n\u001b[0;32m 25\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m RMSE()(DumbModel(input_), ds) \u001b[38;5;241m==\u001b[39m rmse(input_, target)\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\supervised_metrics.py:14\u001b[0m, in \u001b[0;36mSupervisedMetrics.__call__\u001b[1;34m(self, model, ds_te)\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m torch\u001b[38;5;241m.\u001b[39mno_grad():\n\u001b[0;32m 13\u001b[0m y_hat \u001b[38;5;241m=\u001b[39m model(g)\u001b[38;5;241m.\u001b[39mmean\n\u001b[1;32m---> 14\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mgetattr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mmalt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmetrics\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbase_metrics\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbase_metric\u001b[49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\u001b[43my_hat\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:4\u001b[0m, in \u001b[0;36mmse\u001b[1;34m(input, target)\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmse\u001b[39m(\u001b[38;5;28minput\u001b[39m, target):\n\u001b[1;32m----> 4\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfunctional\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse_loss\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\functional.py:3111\u001b[0m, in \u001b[0;36mmse_loss\u001b[1;34m(input, target, size_average, reduce, reduction)\u001b[0m\n\u001b[0;32m 3108\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m size_average \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m reduce \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 3109\u001b[0m reduction \u001b[38;5;241m=\u001b[39m _Reduction\u001b[38;5;241m.\u001b[39mlegacy_get_string(size_average, reduce)\n\u001b[1;32m-> 3111\u001b[0m expanded_input, expanded_target \u001b[38;5;241m=\u001b[39m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbroadcast_tensors\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m torch\u001b[38;5;241m.\u001b[39m_C\u001b[38;5;241m.\u001b[39m_nn\u001b[38;5;241m.\u001b[39mmse_loss(expanded_input, expanded_target, _Reduction\u001b[38;5;241m.\u001b[39mget_enum(reduction))\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\functional.py:72\u001b[0m, in \u001b[0;36mbroadcast_tensors\u001b[1;34m(*tensors)\u001b[0m\n\u001b[0;32m 70\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m has_torch_function(tensors):\n\u001b[0;32m 71\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m handle_torch_function(broadcast_tensors, tensors, \u001b[38;5;241m*\u001b[39mtensors)\n\u001b[1;32m---> 72\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_VF\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbroadcast_tensors\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtensors\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[1;31mRuntimeError\u001b[0m: The size of tensor a (20) must match the size of tensor b (5) at non-singleton dimension 0" ] } ], @@ -416,24 +538,78 @@ }, { "cell_type": "code", - "execution_count": 42, - "id": "758fc5e6-3edf-41b8-bd59-252b9a42188d", + "execution_count": 30, + "id": "cce844d2-1ac7-46d4-909b-d68e3f762b22", "metadata": {}, "outputs": [ { - "ename": "RuntimeError", - "evalue": "Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [42]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 1\u001b[0m g, y \u001b[38;5;241m=\u001b[39m ds\u001b[38;5;241m.\u001b[39mbatch(by\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mg\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m 2\u001b[0m y_hat \u001b[38;5;241m=\u001b[39m DumbModel(input_)(g)\u001b[38;5;241m.\u001b[39mmean\n\u001b[1;32m----> 3\u001b[0m \u001b[43mmalt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmetrics\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbase_metrics\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse\u001b[49m\u001b[43m(\u001b[49m\u001b[43my_hat\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\metrics\\base_metrics.py:4\u001b[0m, in \u001b[0;36mmse\u001b[1;34m(input, target)\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmse\u001b[39m(\u001b[38;5;28minput\u001b[39m, target):\n\u001b[1;32m----> 4\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfunctional\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse_loss\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\functional.py:3112\u001b[0m, in \u001b[0;36mmse_loss\u001b[1;34m(input, target, size_average, reduce, reduction)\u001b[0m\n\u001b[0;32m 3109\u001b[0m reduction \u001b[38;5;241m=\u001b[39m _Reduction\u001b[38;5;241m.\u001b[39mlegacy_get_string(size_average, reduce)\n\u001b[0;32m 3111\u001b[0m expanded_input, expanded_target \u001b[38;5;241m=\u001b[39m torch\u001b[38;5;241m.\u001b[39mbroadcast_tensors(\u001b[38;5;28minput\u001b[39m, target)\n\u001b[1;32m-> 3112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_C\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_nn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmse_loss\u001b[49m\u001b[43m(\u001b[49m\u001b[43mexpanded_input\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexpanded_target\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m_Reduction\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_enum\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreduction\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[1;31mRuntimeError\u001b[0m: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!" - ] + "data": { + "text/plain": [ + "tensor(2.3256, device='cuda:0', grad_fn=)" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_te = ds\n", + "g, y = ds_te.batch(by=['g', 'y'])\n", + "with torch.no_grad():\n", + " y_hat = model(g).mean\n", + "\n", + "getattr(malt.metrics.base_metrics, 'mse')(y_hat, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "213625f7-1276-48ff-b8e7-6266584a7c64", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(1.6681)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mse(input_, target)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "9632f156-72d5-45bc-8e5e-786625ab7c2e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(1.6681, device='cuda:0')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" } ], + "source": [ + "MSE()(DumbModel(input_), ds)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "758fc5e6-3edf-41b8-bd59-252b9a42188d", + "metadata": {}, + "outputs": [], "source": [ "g, y = ds.batch(by=['g', 'y'])\n", "y_hat = DumbModel(input_)(g).mean\n", @@ -481,6 +657,186 @@ "source": [ "mse(input_, target)" ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2e1716a1-deb2-4a59-bcfc-6450d77e204f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import malt\n", + "import torch\n", + "from malt.agents.player import SequentialModelBasedPlayer\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "g, y = dataset.batch()\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.HardcodedExactGaussianProcessRegressor(\n", + " y, in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "if torch.cuda.is_available():\n", + " model.cuda()\n", + "\n", + "mll = malt.models.marginal_likelihood.HardcodedExactMarginalLogLikelihood(\n", + " model.likelihood, model\n", + ")\n", + "\n", + "# mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + "# model.regressor.likelihood, model\n", + "# )\n", + "\n", + "player = SequentialModelBasedPlayer(\n", + " model = model,\n", + " policy=malt.policy.Greedy(),\n", + " trainer=malt.trainer.get_default_trainer(),\n", + " marginal_likelihood=mll,\n", + " merchant=malt.agents.merchant.DatasetMerchant(dataset),\n", + " assayer=malt.agents.assayer.DatasetAssayer(dataset),\n", + ")\n", + "\n", + "while True:\n", + " if player.step() is None:\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "f720d356-b25f-49d2-bc09-6441816f69fa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['CCCC',\n", + " 'CCC',\n", + " 'CCCCC',\n", + " 'CCCCCC',\n", + " 'CCCCCCC',\n", + " 'CCCCCCCC',\n", + " 'CCCCCCCCC',\n", + " 'CCCCCCCCCC',\n", + " 'CC',\n", + " 'C']" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "player.portfolio.smiles" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "290aa041-ff68-4625-b2aa-10bd31882c71", + "metadata": {}, + "outputs": [ + { + "ename": "RuntimeError", + "evalue": "Sizes of tensors must match except in dimension 0. Expected size 1 but got size 32 for tensor number 1 in the list.", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [40]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 24\u001b[0m player \u001b[38;5;241m=\u001b[39m SequentialModelBasedPlayer(\n\u001b[0;32m 25\u001b[0m model \u001b[38;5;241m=\u001b[39m model,\n\u001b[0;32m 26\u001b[0m policy\u001b[38;5;241m=\u001b[39mmalt\u001b[38;5;241m.\u001b[39mpolicy\u001b[38;5;241m.\u001b[39mGreedy(),\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 30\u001b[0m assayer\u001b[38;5;241m=\u001b[39mmalt\u001b[38;5;241m.\u001b[39magents\u001b[38;5;241m.\u001b[39massayer\u001b[38;5;241m.\u001b[39mDatasetAssayer(dataset),\n\u001b[0;32m 31\u001b[0m )\n\u001b[0;32m 33\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m---> 34\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43mplayer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstep\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 35\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\agents\\player.py:170\u001b[0m, in \u001b[0;36mSequentialModelBasedPlayer.step\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 169\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mstep\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m--> 170\u001b[0m best \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprioritize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 171\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m best \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 172\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\agents\\player.py:127\u001b[0m, in \u001b[0;36mModelBasedPlayer.prioritize\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 125\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 126\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel\u001b[38;5;241m.\u001b[39meval()\n\u001b[1;32m--> 127\u001b[0m posterior \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcondition\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 128\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmerchant\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcatalogue\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbatch\u001b[49m\u001b[43m(\u001b[49m\u001b[43mby\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mg\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 129\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 131\u001b[0m best \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mint\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpolicy(posterior)\u001b[38;5;241m.\u001b[39mitem())\n\u001b[0;32m 132\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmerchant\u001b[38;5;241m.\u001b[39mcatalogue()[best]\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\supervised_model.py:127\u001b[0m, in \u001b[0;36mGaussianProcessSupervisedModel.forward\u001b[1;34m(self, g)\u001b[0m\n\u001b[0;32m 124\u001b[0m h \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrepresentation(g)\n\u001b[0;32m 126\u001b[0m \u001b[38;5;66;03m# latent representation -> distribution\u001b[39;00m\n\u001b[1;32m--> 127\u001b[0m y_pred \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mregressor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mh\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 129\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y_pred\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\gpytorch\\models\\exact_gp.py:302\u001b[0m, in \u001b[0;36mExactGP.__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 300\u001b[0m train_input \u001b[38;5;241m=\u001b[39m train_input\u001b[38;5;241m.\u001b[39mexpand(\u001b[38;5;241m*\u001b[39mbatch_shape, \u001b[38;5;241m*\u001b[39mtrain_input\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m:])\n\u001b[0;32m 301\u001b[0m \u001b[38;5;28minput\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28minput\u001b[39m\u001b[38;5;241m.\u001b[39mexpand(\u001b[38;5;241m*\u001b[39mbatch_shape, \u001b[38;5;241m*\u001b[39m\u001b[38;5;28minput\u001b[39m\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m:])\n\u001b[1;32m--> 302\u001b[0m full_inputs\u001b[38;5;241m.\u001b[39mappend(\u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcat\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mtrain_input\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdim\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 304\u001b[0m \u001b[38;5;66;03m# Get the joint distribution for training/test data\u001b[39;00m\n\u001b[0;32m 305\u001b[0m full_output \u001b[38;5;241m=\u001b[39m \u001b[38;5;28msuper\u001b[39m(ExactGP, \u001b[38;5;28mself\u001b[39m)\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;241m*\u001b[39mfull_inputs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", + "\u001b[1;31mRuntimeError\u001b[0m: Sizes of tensors must match except in dimension 0. Expected size 1 but got size 32 for tensor number 1 in the list." + ] + } + ], + "source": [ + "import malt\n", + "import torch\n", + "from malt.agents.player import SequentialModelBasedPlayer\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "g, y = dataset.batch()\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " y, in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "if torch.cuda.is_available():\n", + " model.cuda()\n", + "\n", + "mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.regressor.likelihood,\n", + " model\n", + ")\n", + "\n", + "player = SequentialModelBasedPlayer(\n", + " model = model,\n", + " policy=malt.policy.Greedy(),\n", + " trainer=malt.trainer.get_default_trainer(),\n", + " marginal_likelihood=mll,\n", + " merchant=malt.agents.merchant.DatasetMerchant(dataset),\n", + " assayer=malt.agents.assayer.DatasetAssayer(dataset),\n", + ")\n", + "\n", + "while True:\n", + " if player.step() is None:\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "6d02620c-40e7-4122-b971-9fd2013c9a1c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['CCCC',\n", + " 'CCCCCC',\n", + " 'CCCCCCCC',\n", + " 'CCCCCCCCC',\n", + " 'CCCCCCCCCC',\n", + " 'CC',\n", + " 'CCCCC',\n", + " 'CCCCCCC',\n", + " 'C',\n", + " 'CCC']" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "player.portfolio.smiles" + ] } ], "metadata": { From 9000a67d4097ec2a8dd93e02c822eda9f2bf4d72 Mon Sep 17 00:00:00 2001 From: miretchin Date: Mon, 30 May 2022 01:16:04 -0400 Subject: [PATCH 34/96] Fixed ALL the tests! The only thing we need to investigate is the appending to Dataset(). It somehow sets a new class init signature and every time after that if you call Dataset(), it'll give you the updated list, instead of a fresh []. --- esol_dglgraph.bin | Bin 5587471 -> 5587471 bytes lipophilicity_dglgraph.bin | Bin 38950183 -> 38950183 bytes malt/agents/player.py | 1 - malt/data/dataset.py | 2 +- malt/metrics/supervised_metrics.py | 2 +- malt/metrics/tests/test_supervised_metrics.py | 14 +- malt/models/regressor.py | 7 +- malt/models/supervised_model.py | 2 +- malt/models/tests/test_gpytorch.py | 1 + malt/tests/test_trainer.py | 20 +- scripts/supervised/pytest_playground.ipynb | 465 +++++++++++++++--- 11 files changed, 436 insertions(+), 78 deletions(-) diff --git a/esol_dglgraph.bin b/esol_dglgraph.bin index ae29e51853711e0ab03982397c3ecbfe19651cd1..4b03fccd837785dbe06c4be3d6c8024b240a9855 100644 GIT binary patch delta 3930 zcmbtX3ry8j7(e&&khpNUfD%4{OX3R+Z-gi+cr`_Q(M82q>Oh^5Q%5>e)9ruF7dD%h zvGS26uCOv@thP+I+SN*@Y{*tNbZcGBEv>egrE_Z7?|k3+F2d5a^&h{Td(Qd3-}gA* z|9pS;Y`bXR0|eY@-t|@4adxF_ik}B~^sm%OMa?H_3;R1;KR=aMOp8m7JM6Wq`#3$J zB_6FZZ%K2*+N|2Q(k(r!9(7@l17qt%D1u<)#IyVFSy&&z>qpk5uh8>(CFL{*uk(8M zIlBQKV^{QLUB>2W=EJ^4hP{*7un^lCQ^=5SO=CbimNGYu=B{F%draiP?9zGxKWWF`w+tbE+jZ*YsWVk2A2_a99=(}5A zq{@={u3fC}GV71fx0EJYjQokBdl?h!h)}x^LdQzC=u}CHm0}0fn#3RVy6ByIjSb3v zP>!O6k5C+u$XkgQDeHU!IXcC6otu;N=#S{=vP=1f@S_|G8Hbcfu^5!`#L2CcQE`w) z>!AolvBh{K>^VNrB33A$Na1@F`hjkDL?j!ZAmC!&(X4*QKbD3lNFydG9F zW;~j{ZbsCY^xjk1kfi8*gq*3?tSgO5vG^rn;y|(QOKniwl$S%tGgOK^lO6Q8@U6!) zoM2KF)#|utUJ-e>pI>{Hmgx}21i@l4&aHw3`aV4>U|L?SG+98qi9^gVTG+}#c0@dHU zG1->Hv|-~dY9($kX+JAWtUfcc0j1nm9n^ZN%z9+A$=yrbs)9M}n&i@!D4Lur;e(et zcL>5fF=v=q#ve9*{kD$9Wr$_0F6BdL>o=2H*9UFf%36)Q#BT0$Rnx|Y)x8&UZ-sq{ zR0M=TozhOQ7zC1^cy}ejNI~3_nF2(e%Q{ z6NJlX{XsIAVF)&yO+BQE>wEH1NFX=obB4r@tZO-oJik>&9*2CK+MO5q^FuPwT~X#T z?r^y~k;LPsWJsO2`*RIn~c>z+#k$wAj#t`U?ypTE2?QZ(0(vB&Yofo1dBA2fTzmby*ROIA^u91E7CN4i=dZ%T&zYv5+6S)w{C@HV+KZH^#EmK-q zLDV8De6JDoWUSgpN1Pg>OohJX8WH*NLg;mJGZO__Z!%3z2&I>b{Mb5M{K(96Wn4KD zf7eC_E=VP(J>2U=LMK!^ND`Lrb|2fuV%pj6?P?Wey@FOz-kUz6LzJr1%hD~42r>Fy z9MLE1_}>Z%`KWC)iFu50Fy8rw_MraE?ic8jFffOM@d=w5y~CMMmQA-+jV47x*lxZ9 zBt)g?wtdB!n^`dH@p-b zq+fR=Av;GX#1-CB>a+Zn4&AlfW`ozab|mcVNU#BRAOeU4qJU_i2M_~10mK3hAP$HJ zoPgGK0f|5okPP$$dI2fGlRzra8|VY{1^NMLKst~CxPeUIDWE@)1q=WN0)v3Tzz`rC z7zzvno(6J&;eZEt2FL}T1@eFqKt3=M7zGpnqk%ENSfCIn0>%MeU_3AZcn+8dOah95 k$v_D(1(*s<1EvErfKuRjzz388Gl5ya?Bg8?<%zlf09stV$^ZZW delta 3872 zcmbtWeN5F=7(N#+cm?5JM37XjmqZa%x_&{Xz{UK)?<)#wwel-h&Wv;_YI#vqBx}O% z$~j$KSE(^ZH*HI_+%HSB+zK<7b8Vs2)b&SHODP-nyyrbH0xSRNjE8g2Iq&Q`N%gLGhFWY&;ZL`_X!N6es=G0-Hg8aT*#}proYs@QJT121sp$T3)n^+> zrLw82eaoM?FpUb zMb$F$vI*ry%=pe-TUEW8m@McGX6rjdoTLCK=1R=-;f^u3eO|Ql*v

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b/malt/data/dataset.py index c908a7a..057ea15 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -201,7 +201,7 @@ def _batch( ret['g'] = dgl.batch(ret['g']) else: ret[key] = torch.tensor(ret[key]) - if torch.cuda.is_available(): + if use_gpu and torch.cuda.is_available(): ret[key] = ret[key].to(torch.cuda.current_device()) # return batches diff --git a/malt/metrics/supervised_metrics.py b/malt/metrics/supervised_metrics.py index 37becb0..fce0f07 100644 --- a/malt/metrics/supervised_metrics.py +++ b/malt/metrics/supervised_metrics.py @@ -8,7 +8,7 @@ def __init__(self): super().__init__() def __call__(self, model, ds_te): - g, y = ds_te.batch(by=['g', 'y']) + g, y = ds_te.batch(by=['g', 'y'], use_gpu=False) with torch.no_grad(): y_hat = model(g).mean return getattr(malt.metrics.base_metrics, self.base_metric)(y_hat, y) diff --git a/malt/metrics/tests/test_supervised_metrics.py b/malt/metrics/tests/test_supervised_metrics.py index 248d400..bc5bcad 100644 --- a/malt/metrics/tests/test_supervised_metrics.py +++ b/malt/metrics/tests/test_supervised_metrics.py @@ -12,7 +12,7 @@ def __init__(self, y): def __call__(self, *args, **kwargs): return torch.distributions.Normal( - self.y.ravel().cuda(), 1.0 + self.y.ravel(), 1.0 ) def test_equality(): @@ -23,13 +23,15 @@ def test_equality(): input_ = torch.randn(5, 1) target = torch.randn(5, 1) - ds = malt.Dataset() + ds = [] for idx in range(5): point = malt.Molecule(smiles="C", metadata={'y': target[idx].item()}) ds.append(point) - assert MSE()(DumbModel(input_), ds) == mse(input_, target) - assert MAPE()(DumbModel(input_), ds) == mape(input_, target) - assert RMSE()(DumbModel(input_), ds) == rmse(input_, target) - assert R2()(DumbModel(input_), ds) == r2(input_, target) + ds = malt.Dataset(ds) + + assert MSE()(DumbModel(input_), ds).item() == mse(input_, target).item() + assert MAPE()(DumbModel(input_), ds).item() == mape(input_, target).item() + assert RMSE()(DumbModel(input_), ds).item() == rmse(input_, target).item() + assert R2()(DumbModel(input_), ds).item() == r2(input_, target).item() diff --git a/malt/models/regressor.py b/malt/models/regressor.py index c1f2aaa..b6eb1dd 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -108,6 +108,7 @@ class HardcodedExactGaussianProcessRegressor(Regressor): """ Hardcoded Exact GP. """ + is_trained = False epsilon = 1e-5 def __init__( @@ -208,6 +209,7 @@ def forward(self, x_te, *args, **kwargs): """ if self.training: self.train_inputs = x_te + self.is_trained = True x_tr = self.train_inputs y_tr = self.train_targets @@ -252,6 +254,8 @@ def forward(self, x_te, *args, **kwargs): class ExactGaussianProcessRegressor(Regressor, gpytorch.models.ExactGP): + + is_trained = False def __init__( self, @@ -263,7 +267,7 @@ def __init__( # it always has to be a Gaussian likelihood anyway likelihood = gpytorch.likelihoods.GaussianLikelihood() - dummy_inputs = torch.ones(len(train_targets)) + dummy_inputs = torch.ones((len(train_targets), in_features)) super(ExactGaussianProcessRegressor, self).__init__( in_features, out_features, @@ -307,6 +311,7 @@ def forward(self, x, *args, **kwargs): """ if self.training: self.set_train_data(inputs=x, strict=False) + self.is_trained = True mean_x = self.mean_module(x) covar_x = self.covar_module(x) return gpytorch.distributions.MultivariateNormal(mean_x, covar_x) diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index 9986ab2..5c3f006 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -117,7 +117,7 @@ def _blind_condition(self, g): def forward(self, g): - if not hasattr(self.regressor, "train_inputs") and not self.training: + if not self.regressor.is_trained and not self.training: return self._blind_condition(g) # graph -> latent representation diff --git a/malt/models/tests/test_gpytorch.py b/malt/models/tests/test_gpytorch.py index 9933ce1..b693b3e 100644 --- a/malt/models/tests/test_gpytorch.py +++ b/malt/models/tests/test_gpytorch.py @@ -37,6 +37,7 @@ def test_blind_condition(): point.featurize() graph = dgl.batch([point.g]) + net.eval() y = net.condition(graph) assert y.mean.item() == 0.0 diff --git a/malt/tests/test_trainer.py b/malt/tests/test_trainer.py index 9f4828e..4591778 100644 --- a/malt/tests/test_trainer.py +++ b/malt/tests/test_trainer.py @@ -14,11 +14,18 @@ def test_training_on_linear_alkane_without_player(): likelihood=likelihood, ) - trainer = malt.trainer.get_default_trainer(without_player=True) - model = trainer(model, data) + mll = malt.models.marginal_likelihood.SimpleMarginalLogLikelihood( + model.likelihood, model + ) + + trainer = malt.trainer.get_default_trainer( + without_player=True, + ) + model = trainer(model, data, mll) def test_training_on_linear_alkane_with_player(): import malt + import torch data = malt.data.collections.linear_alkanes(10) merchant = malt.agents.merchant.DatasetMerchant(data) assayer = malt.agents.assayer.DatasetAssayer(data) @@ -34,11 +41,12 @@ def test_training_on_linear_alkane_with_player(): likelihood=likelihood, ) - mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood( - model.regressor.likelihood, - model - ) + if torch.cuda.is_available(): + model.cuda() + mll = malt.models.marginal_likelihood.SimpleMarginalLogLikelihood( + model.likelihood, model + ) player = malt.agents.player.SequentialModelBasedPlayer( model=model, diff --git a/scripts/supervised/pytest_playground.ipynb b/scripts/supervised/pytest_playground.ipynb index 71f0f11..5eebd80 100644 --- a/scripts/supervised/pytest_playground.ipynb +++ b/scripts/supervised/pytest_playground.ipynb @@ -660,7 +660,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 48, "id": "2e1716a1-deb2-4a59-bcfc-6450d77e204f", "metadata": {}, "outputs": [ @@ -669,7 +669,64 @@ "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" + " %reload_ext autoreload\n", + "tensor([2.1198, 2.5460, 3.0559, 3.6689, 4.4043, 5.2874, 6.3477, 6.3477, 5.2874],\n", + " device='cuda:0', grad_fn=) tensor([[0.9356, 0.7490, 0.5929, 0.4544, 0.3313, 0.2192, 0.1143, 0.0111, 0.0093],\n", + " [0.7490, 0.9027, 0.7124, 0.5461, 0.3981, 0.2633, 0.1374, 0.0133, 0.0111],\n", + " [0.5929, 0.7124, 0.8553, 0.6555, 0.4778, 0.3161, 0.1649, 0.0160, 0.0133],\n", + " [0.4544, 0.5461, 0.6555, 0.7870, 0.5737, 0.3795, 0.1979, 0.0192, 0.0160],\n", + " [0.3313, 0.3981, 0.4778, 0.5737, 0.6887, 0.4555, 0.2376, 0.0231, 0.0192],\n", + " [0.2192, 0.2633, 0.3161, 0.3795, 0.4555, 0.5469, 0.2853, 0.0277, 0.0231],\n", + " [0.1143, 0.1374, 0.1649, 0.1979, 0.2376, 0.2853, 0.3425, 0.0332, 0.0277],\n", + " [0.0111, 0.0133, 0.0160, 0.0192, 0.0231, 0.0277, 0.0332, 0.3425, 0.2853],\n", + " [0.0093, 0.0111, 0.0133, 0.0160, 0.0192, 0.0231, 0.0277, 0.2853, 0.5469]],\n", + " device='cuda:0', grad_fn=)\n", + "tensor([3.8984, 4.2129, 4.6184, 5.0240, 5.4818, 5.9643, 7.0981, 6.7261],\n", + " device='cuda:0', grad_fn=) tensor([[0.7152, 0.6046, 0.4969, 0.3950, 0.2932, 0.1960, 0.0175, 0.0108],\n", + " [0.6046, 0.6640, 0.5395, 0.4297, 0.3188, 0.2136, 0.0202, 0.0129],\n", + " [0.4969, 0.5395, 0.5922, 0.4708, 0.3495, 0.2340, 0.0219, 0.0139],\n", + " [0.3950, 0.4297, 0.4708, 0.5139, 0.3816, 0.2560, 0.0249, 0.0161],\n", + " [0.2932, 0.3188, 0.3495, 0.3816, 0.4180, 0.2808, 0.0282, 0.0185],\n", + " [0.1960, 0.2136, 0.2340, 0.2560, 0.2808, 0.3094, 0.0332, 0.0223],\n", + " [0.0175, 0.0202, 0.0219, 0.0249, 0.0282, 0.0332, 0.1608, 0.1264],\n", + " [0.0108, 0.0129, 0.0139, 0.0161, 0.0185, 0.0223, 0.1264, 0.2575]],\n", + " device='cuda:0', grad_fn=)\n", + "tensor([3.4276, 3.8539, 4.3245, 4.8561, 5.4517, 6.1207, 7.8436],\n", + " device='cuda:0', grad_fn=) tensor([[0.7942, 0.6467, 0.5177, 0.3919, 0.2717, 0.1549, 0.0009],\n", + " [0.6467, 0.7317, 0.5827, 0.4412, 0.3057, 0.1743, 0.0010],\n", + " [0.5177, 0.5827, 0.6543, 0.4951, 0.3431, 0.1956, 0.0011],\n", + " [0.3919, 0.4412, 0.4951, 0.5562, 0.3854, 0.2198, 0.0013],\n", + " [0.2717, 0.3057, 0.3431, 0.3854, 0.4328, 0.2469, 0.0016],\n", + " [0.1549, 0.1743, 0.1956, 0.2198, 0.2469, 0.2778, 0.0019],\n", + " [0.0009, 0.0010, 0.0011, 0.0013, 0.0016, 0.0019, 0.2137]],\n", + " device='cuda:0', grad_fn=)\n", + "tensor([3.9483, 4.3440, 4.7913, 5.2806, 5.8202, 6.4143], device='cuda:0',\n", + " grad_fn=) tensor([[0.7279, 0.5972, 0.4769, 0.3588, 0.2443, 0.1343],\n", + " [0.5972, 0.6620, 0.5246, 0.3948, 0.2685, 0.1473],\n", + " [0.4769, 0.5246, 0.5801, 0.4363, 0.2970, 0.1633],\n", + " [0.3588, 0.3948, 0.4363, 0.4817, 0.3280, 0.1807],\n", + " [0.2443, 0.2685, 0.2970, 0.3280, 0.3635, 0.2010],\n", + " [0.1343, 0.1473, 0.1633, 0.1807, 0.2010, 0.2265]], device='cuda:0',\n", + " grad_fn=)\n", + "tensor([3.2276, 3.6895, 4.1851, 4.7516, 5.3929], device='cuda:0',\n", + " grad_fn=) tensor([[0.7628, 0.5855, 0.4356, 0.2886, 0.1471],\n", + " [0.5855, 0.6743, 0.4986, 0.3307, 0.1686],\n", + " [0.4356, 0.4986, 0.5662, 0.3752, 0.1913],\n", + " [0.2886, 0.3307, 0.3752, 0.4264, 0.2175],\n", + " [0.1471, 0.1686, 0.1913, 0.2175, 0.2479]], device='cuda:0',\n", + " grad_fn=)\n", + "tensor([2.8067, 3.2353, 3.7193, 4.2791], device='cuda:0',\n", + " grad_fn=) tensor([[0.7454, 0.5514, 0.3809, 0.2135],\n", + " [0.5514, 0.6412, 0.4394, 0.2466],\n", + " [0.3809, 0.4394, 0.5060, 0.2838],\n", + " [0.2135, 0.2466, 0.2838, 0.3272]], device='cuda:0',\n", + " grad_fn=)\n", + "tensor([2.8168, 3.1568, 3.6252], device='cuda:0', grad_fn=) tensor([[0.5830, 0.3909, 0.1994],\n", + " [0.3909, 0.4550, 0.2246],\n", + " [0.1994, 0.2246, 0.2602]], device='cuda:0', grad_fn=)\n", + "tensor([2.2464, 2.5963], device='cuda:0', grad_fn=) tensor([[0.5308, 0.2765],\n", + " [0.2765, 0.3425]], device='cuda:0', grad_fn=)\n", + "tensor([3.7574], device='cuda:0', grad_fn=) tensor([[0.4375]], device='cuda:0', grad_fn=)\n" ] } ], @@ -682,6 +739,8 @@ "from malt.agents.player import SequentialModelBasedPlayer\n", "\n", "dataset = malt.data.collections.linear_alkanes(10)\n", + "# dataset = malt.data.collections.esol()[:100]\n", + "\n", "g, y = dataset.batch()\n", "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", " representation=malt.models.representation.DGLRepresentation(\n", @@ -720,63 +779,41 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "f720d356-b25f-49d2-bc09-6441816f69fa", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['CCCC',\n", - " 'CCC',\n", - " 'CCCCC',\n", - " 'CCCCCC',\n", - " 'CCCCCCC',\n", - " 'CCCCCCCC',\n", - " 'CCCCCCCCC',\n", - " 'CCCCCCCCCC',\n", - " 'CC',\n", - " 'C']" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "player.portfolio.smiles" - ] - }, - { - "cell_type": "code", - "execution_count": 40, + "execution_count": 60, "id": "290aa041-ff68-4625-b2aa-10bd31882c71", "metadata": {}, "outputs": [ { - "ename": "RuntimeError", - "evalue": "Sizes of tensors must match except in dimension 0. Expected size 1 but got size 32 for tensor number 1 in the list.", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [40]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 24\u001b[0m player \u001b[38;5;241m=\u001b[39m SequentialModelBasedPlayer(\n\u001b[0;32m 25\u001b[0m model \u001b[38;5;241m=\u001b[39m model,\n\u001b[0;32m 26\u001b[0m policy\u001b[38;5;241m=\u001b[39mmalt\u001b[38;5;241m.\u001b[39mpolicy\u001b[38;5;241m.\u001b[39mGreedy(),\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 30\u001b[0m assayer\u001b[38;5;241m=\u001b[39mmalt\u001b[38;5;241m.\u001b[39magents\u001b[38;5;241m.\u001b[39massayer\u001b[38;5;241m.\u001b[39mDatasetAssayer(dataset),\n\u001b[0;32m 31\u001b[0m )\n\u001b[0;32m 33\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m---> 34\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43mplayer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstep\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 35\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n", - "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\agents\\player.py:170\u001b[0m, in \u001b[0;36mSequentialModelBasedPlayer.step\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 169\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mstep\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m--> 170\u001b[0m best \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprioritize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 171\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m best \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 172\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n", - "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\agents\\player.py:127\u001b[0m, in \u001b[0;36mModelBasedPlayer.prioritize\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 125\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 126\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel\u001b[38;5;241m.\u001b[39meval()\n\u001b[1;32m--> 127\u001b[0m posterior \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcondition\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 128\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmerchant\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcatalogue\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbatch\u001b[49m\u001b[43m(\u001b[49m\u001b[43mby\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mg\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 129\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 131\u001b[0m best \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mint\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpolicy(posterior)\u001b[38;5;241m.\u001b[39mitem())\n\u001b[0;32m 132\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmerchant\u001b[38;5;241m.\u001b[39mcatalogue()[best]\n", - "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\supervised_model.py:127\u001b[0m, in \u001b[0;36mGaussianProcessSupervisedModel.forward\u001b[1;34m(self, g)\u001b[0m\n\u001b[0;32m 124\u001b[0m h \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrepresentation(g)\n\u001b[0;32m 126\u001b[0m \u001b[38;5;66;03m# latent representation -> distribution\u001b[39;00m\n\u001b[1;32m--> 127\u001b[0m y_pred \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mregressor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mh\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 129\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y_pred\n", - "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\gpytorch\\models\\exact_gp.py:302\u001b[0m, in \u001b[0;36mExactGP.__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 300\u001b[0m train_input \u001b[38;5;241m=\u001b[39m train_input\u001b[38;5;241m.\u001b[39mexpand(\u001b[38;5;241m*\u001b[39mbatch_shape, \u001b[38;5;241m*\u001b[39mtrain_input\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m:])\n\u001b[0;32m 301\u001b[0m \u001b[38;5;28minput\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28minput\u001b[39m\u001b[38;5;241m.\u001b[39mexpand(\u001b[38;5;241m*\u001b[39mbatch_shape, \u001b[38;5;241m*\u001b[39m\u001b[38;5;28minput\u001b[39m\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m:])\n\u001b[1;32m--> 302\u001b[0m full_inputs\u001b[38;5;241m.\u001b[39mappend(\u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcat\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mtrain_input\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdim\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 304\u001b[0m \u001b[38;5;66;03m# Get the joint distribution for training/test data\u001b[39;00m\n\u001b[0;32m 305\u001b[0m full_output \u001b[38;5;241m=\u001b[39m \u001b[38;5;28msuper\u001b[39m(ExactGP, \u001b[38;5;28mself\u001b[39m)\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;241m*\u001b[39mfull_inputs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", - "\u001b[1;31mRuntimeError\u001b[0m: Sizes of tensors must match except in dimension 0. Expected size 1 but got size 32 for tensor number 1 in the list." + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n", + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\micha\\miniconda3\\envs\\malt\\lib\\site-packages\\gpytorch\\utils\\cholesky.py:38: NumericalWarning: A not p.d., added jitter of 1.0e-06 to the diagonal\n", + " warnings.warn(\n" ] } ], "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", "import malt\n", "import torch\n", "from malt.agents.player import SequentialModelBasedPlayer\n", "\n", - "dataset = malt.data.collections.linear_alkanes(10)\n", + "# dataset = malt.data.collections.linear_alkanes(10)\n", + "dataset = malt.data.collections.esol()[:100]\n", "g, y = dataset.batch()\n", + "\n", "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", " representation=malt.models.representation.DGLRepresentation(\n", " out_features=32\n", @@ -803,39 +840,345 @@ " assayer=malt.agents.assayer.DatasetAssayer(dataset),\n", ")\n", "\n", - "while True:\n", + "# player.step()\n", + "\n", + "for _ in range(50):\n", " if player.step() is None:\n", " break" ] }, { "cell_type": "code", - "execution_count": 34, - "id": "6d02620c-40e7-4122-b971-9fd2013c9a1c", + "execution_count": 69, + "id": "45bda9bf-b145-4690-b762-cae4d68b22e1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['CCCC',\n", - " 'CCCCCC',\n", - " 'CCCCCCCC',\n", - " 'CCCCCCCCC',\n", - " 'CCCCCCCCCC',\n", - " 'CC',\n", - " 'CCCCC',\n", - " 'CCCCCCC',\n", - " 'C',\n", - " 'CCC']" + "[]" ] }, - "execution_count": 34, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "

        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.plot(\n", + " np.maximum.accumulate(player.portfolio.batch(by='y').tolist())\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "e632da32-2738-467d-9b2f-979af4f20117", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(1.0700, device='cuda:0')" + ] + }, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "player.portfolio.smiles" + "y.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "69d2079f-2480-4538-a032-effc98b9c5b6", + "metadata": {}, + "outputs": [], + "source": [ + "import malt\n", + "data = malt.data.collections.linear_alkanes(10)\n", + "representation = malt.models.representation.DGLRepresentation(out_features=32)\n", + "regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=32, out_features=1,\n", + ")\n", + "likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood()\n", + "model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=representation,\n", + " regressor=regressor,\n", + " likelihood=likelihood,\n", + ")\n", + "\n", + "mll = malt.models.marginal_likelihood.SimpleMarginalLogLikelihood(\n", + " model.likelihood, model\n", + ")\n", + "\n", + "trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + ")\n", + "model = trainer(model, data, mll)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "a9e06f7a-153f-48e7-8868-d8ef13d9399f", + "metadata": {}, + "outputs": [], + "source": [ + "# import malt\n", + "# data = malt.data.collections.linear_alkanes(10)\n", + "# merchant = malt.agents.merchant.DatasetMerchant(data)\n", + "# assayer = malt.agents.assayer.DatasetAssayer(data)\n", + "\n", + "# representation = malt.models.representation.DGLRepresentation(out_features=32)\n", + "# regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + "# in_features=32, out_features=1,\n", + "# )\n", + "# likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood()\n", + "# model = malt.models.supervised_model.SimpleSupervisedModel(\n", + "# representation=representation,\n", + "# regressor=regressor,\n", + "# likelihood=likelihood,\n", + "# )\n", + "\n", + "# mll = malt.models.marginal_likelihood.SimpleMarginalLogLikelihood(\n", + "# model.likelihood, model\n", + "# )\n", + "\n", + "# player = malt.agents.player.SequentialModelBasedPlayer(\n", + "# model=model,\n", + "# merchant=merchant,\n", + "# assayer=assayer,\n", + "# marginal_likelihood=mll,\n", + "# policy=malt.policy.Greedy(),\n", + "# trainer=malt.trainer.get_default_trainer(),\n", + "# )\n", + "\n", + "# player.step()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "0e43f875-9330-4b88-98f3-15d140ff96fe", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import malt\n", + "from malt import Dataset\n", + "from malt.metrics.supervised_metrics import MSE, MAPE, RMSE, R2\n", + "from malt.metrics.base_metrics import mse, mape, rmse, r2\n", + "\n", + "class DumbModel(object):\n", + " def __init__(self, y):\n", + " self.y = y\n", + "\n", + " def __call__(self, *args, **kwargs):\n", + " return torch.distributions.Normal(\n", + " self.y.ravel(), 1.0\n", + " )\n", + "\n", + "input_ = torch.randn(5, 1)\n", + "target = torch.randn(5, 1)\n", + "\n", + "ds = []\n", + "for idx in range(5):\n", + " point = malt.Molecule(smiles=\"C\", metadata={'y': target[idx].item()})\n", + " ds.append(point)\n", + "\n", + "ds = malt.Dataset(ds)\n", + "\n", + "assert MSE()(DumbModel(input_), ds) == mse(input_, target)\n", + "assert MAPE()(DumbModel(input_), ds) == mape(input_, target)\n", + "assert RMSE()(DumbModel(input_), ds) == rmse(input_, target)\n", + "assert R2()(DumbModel(input_), ds) == r2(input_, target)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f81e6dd4-6848-4fb9-af66-95907ed6529a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([-0.4679, 1.2411, 0.5564, 0.1261, 2.0364], device='cuda:0')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "DumbModel(input_)(g).loc" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7cacf3a5-fc9a-4a77-b596-86de05723730", + "metadata": {}, + "outputs": [], + "source": [ + "g, y = ds.batch(by=['g', 'y'], use_gpu=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e9fbc150-9661-4d8d-92ee-6f610cb98db4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([ 0.8460, 0.0106, 1.3695, -0.0019, -0.4241])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "e36a3f12-d697-477e-bf30-332f04ba3056", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(-0.3713, device='cuda:0')" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "R2()(DumbModel(input_), ds)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "fc3786e9-2fe2-4901-a143-cc93d6959ee3", + "metadata": {}, + "outputs": [], + "source": [ + "r = R2()" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "17a10309-8d70-405c-8269-2b11f283f656", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'DumbModel' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 12\u001b[0m ds\u001b[38;5;241m.\u001b[39mappend(point)\n\u001b[0;32m 14\u001b[0m ds \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mDataset(ds)\n\u001b[1;32m---> 16\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m MSE()(\u001b[43mDumbModel\u001b[49m(input_), ds)\u001b[38;5;241m.\u001b[39mitem() \u001b[38;5;241m==\u001b[39m mse(input_, target)\u001b[38;5;241m.\u001b[39mitem()\n\u001b[0;32m 17\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m MAPE()(DumbModel(input_), ds)\u001b[38;5;241m.\u001b[39mitem() \u001b[38;5;241m==\u001b[39m mape(input_, target)\u001b[38;5;241m.\u001b[39mitem()\n\u001b[0;32m 18\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m RMSE()(DumbModel(input_), ds)\u001b[38;5;241m.\u001b[39mitem() \u001b[38;5;241m==\u001b[39m rmse(input_, target)\u001b[38;5;241m.\u001b[39mitem()\n", + "\u001b[1;31mNameError\u001b[0m: name 'DumbModel' is not defined" + ] + } + ], + "source": [ + "import torch\n", + "import malt\n", + "from malt.metrics.supervised_metrics import MSE, MAPE, RMSE, R2\n", + "from malt.metrics.base_metrics import mse, mape, rmse, r2\n", + "input_ = torch.randn(5, 1)\n", + "target = torch.randn(5, 1)\n", + "\n", + "ds = []\n", + "\n", + "for idx in range(5):\n", + " point = malt.Molecule(smiles=\"C\", metadata={'y': target[idx].item()})\n", + " ds.append(point)\n", + "\n", + "ds = malt.Dataset(ds)\n", + "\n", + "assert MSE()(DumbModel(input_), ds).item() == mse(input_, target).item()\n", + "assert MAPE()(DumbModel(input_), ds).item() == mape(input_, target).item()\n", + "assert RMSE()(DumbModel(input_), ds).item() == rmse(input_, target).item()\n", + "assert R2()(DumbModel(input_), ds).item() == r2(input_, target).item()\n", + "\n", + "print(\n", + " MSE()(DumbModel(input_), ds).item(),\n", + " mse(input_, target).item()\n", + ")\n", + "print(\n", + " MAPE()(DumbModel(input_), ds).item(),\n", + " mape(input_, target).item()\n", + ")\n", + "print(\n", + " RMSE()(DumbModel(input_), ds).item(),\n", + " rmse(input_, target).item()\n", + ")\n", + "print(\n", + " R2()(DumbModel(input_), ds).item(),\n", + " r2(input_, target).item()\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 181, + "id": "de4ecd89-817d-4ba9-99cd-408f33140bfc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.9318310618400574 0.9318311810493469\n" + ] + } + ], + "source": [ + "print(\n", + " MSE()(DumbModel(input_), ds).item(),\n", + " mse(input_, target).item()\n", + ")\n" ] } ], From e05d6dbdb4284dd088a77b23a3376bd39749dc19 Mon Sep 17 00:00:00 2001 From: miretchin Date: Mon, 30 May 2022 01:18:40 -0400 Subject: [PATCH 35/96] Removed binary files. --- esol_dglgraph.bin | Bin 5587471 -> 0 bytes lipophilicity_dglgraph.bin | Bin 38950183 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) 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a/scripts/supervised/exact_gp_playground.ipynb b/scripts/supervised/exact_gp_playground.ipynb new file mode 100644 index 0000000..faa2e34 --- /dev/null +++ b/scripts/supervised/exact_gp_playground.ipynb @@ -0,0 +1,757 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "35cde149-8b0f-4a9f-82c3-cf1286887a65", + "metadata": {}, + "source": [ + "# Exact GP playground" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "88d98508-3546-4ab6-98d1-b4404b748d62", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using backend: pytorch\n" + ] + } + ], + "source": [ + "import torch\n", + "import malt\n", + "import abc\n", + "import gpytorch" + ] + }, + { + "cell_type": "markdown", + "id": "a2ce02c6-af15-4290-ba79-a340a4617ee7", + "metadata": { + "tags": [] + }, + "source": [ + "### Pre-reqs" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f34b586f-044a-4392-adfd-ce60af117545", + "metadata": {}, + "outputs": [], + "source": [ + "# =============================================================================\n", + "# KERNELS\n", + "# =============================================================================\n", + "class RBF(torch.nn.Module):\n", + " r\"\"\"A Gaussian Process Kernel that hosts parameters.\n", + "\n", + " Note\n", + " ----\n", + " l could be either of shape 1 or hidden dim\n", + "\n", + " \"\"\"\n", + "\n", + " def __init__(self, in_features, scale=0.0, variance=0.0, ard=True):\n", + "\n", + " super(RBF, self).__init__()\n", + "\n", + " if ard is True:\n", + " self.scale = torch.nn.Parameter(scale * torch.ones(in_features))\n", + "\n", + " else:\n", + " self.scale = torch.nn.Parameter(torch.tensor(scale))\n", + "\n", + " self.variance = torch.nn.Parameter(torch.tensor(variance))\n", + "\n", + " def distance(self, x, x_):\n", + " \"\"\" Distance between data points. \"\"\"\n", + " return torch.norm(x[:, None, :] - x_[None, :, :], p=2, dim=2)\n", + "\n", + " def forward(self, x, x_=None):\n", + " \"\"\" Forward pass. \"\"\"\n", + " # replicate x if there's no x_\n", + " if x_ is None:\n", + " x_ = x\n", + "\n", + " # for now, only allow two dimension\n", + " assert x.dim() == 2\n", + " assert x_.dim() == 2\n", + "\n", + " x = x * torch.exp(self.scale)\n", + " x_ = x_ * torch.exp(self.scale)\n", + "\n", + " # (batch_size, batch_size)\n", + " distance = self.distance(x, x_)\n", + "\n", + " # convariant matrix\n", + " # (batch_size, batch_size)\n", + " k = torch.exp(self.variance) * torch.exp(-0.5 * distance)\n", + "\n", + " return k" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "e8902955-dd8e-46b5-9c17-1cba6f713da8", + "metadata": {}, + "outputs": [], + "source": [ + "class Regressor(torch.nn.Module, abc.ABC):\n", + " \"\"\"Base class for a regressor.\"\"\"\n", + "\n", + " def __init__(self, in_features, out_features, *args, **kwargs):\n", + " super(Regressor, self).__init__(*args, **kwargs)\n", + " self.in_features = in_features\n", + " self.out_features = out_features\n", + "\n", + "class ExactGaussianProcessRegressor(Regressor, gpytorch.models.GP):\n", + " epsilon = 1e-5\n", + "\n", + " def __init__(\n", + " self,\n", + " in_features: int = 128,\n", + " out_features: int = 2,\n", + " kernel_factory: torch.nn.Module = RBF,\n", + " log_sigma: float = -3.0,\n", + " ):\n", + " assert out_features == 2\n", + " super(ExactGaussianProcessRegressor, self).__init__(\n", + " in_features=in_features,\n", + " out_features=out_features,\n", + " )\n", + "\n", + " # construct kernel\n", + " self.kernel = kernel_factory(\n", + " in_features=in_features,\n", + " )\n", + "\n", + " self.in_features = in_features\n", + " self.log_sigma = torch.nn.Parameter(\n", + " torch.tensor(log_sigma),\n", + " )\n", + "\n", + " def _get_kernel_and_auxiliary_variables(\n", + " self,\n", + " x_tr,\n", + " y_tr,\n", + " x_te=None,\n", + " ):\n", + " \"\"\" Get kernel and auxiliary variables for forward pass. \"\"\"\n", + "\n", + " # compute the kernels\n", + " k_tr_tr = self._perturb(self.kernel.forward(x_tr, x_tr))\n", + "\n", + " if x_te is not None: # during test\n", + " k_te_te = self._perturb(self.kernel.forward(x_te, x_te))\n", + " k_te_tr = self._perturb(self.kernel.forward(x_te, x_tr))\n", + " # k_tr_te = self.forward(x_tr, x_te)\n", + " k_tr_te = k_te_tr.t() # save time\n", + "\n", + " else: # during train\n", + " k_te_te = k_te_tr = k_tr_te = k_tr_tr\n", + "\n", + " # (batch_size_tr, batch_size_tr)\n", + " k_plus_sigma = k_tr_tr + torch.exp(self.log_sigma) * torch.eye(\n", + " k_tr_tr.shape[0], device=k_tr_tr.device\n", + " )\n", + "\n", + " # (batch_size_tr, batch_size_tr)\n", + " l_low = torch.cholesky(k_plus_sigma)\n", + " l_up = l_low.t()\n", + "\n", + " # (batch_size_tr. 1)\n", + " l_low_over_y, _ = torch.triangular_solve(\n", + " input=y_tr, A=l_low, upper=False\n", + " )\n", + "\n", + " # (batch_size_tr, 1)\n", + " alpha, _ = torch.triangular_solve(\n", + " input=l_low_over_y, A=l_up, upper=True\n", + " )\n", + "\n", + " return k_tr_tr, k_te_te, k_te_tr, k_tr_te, l_low, alpha\n", + "\n", + " def condition(self, x_te, *args, x_tr=None, y_tr=None, **kwargs):\n", + " r\"\"\"Calculate the predictive distribution given `x_te`.\n", + "\n", + " Note\n", + " ----\n", + " Here we allow the speicifaction of sampler but won't actually\n", + " use it here in this version.\n", + "\n", + " Parameters\n", + " ----------\n", + " x_te : `torch.Tensor`, `shape=(n_te, hidden_dimension)`\n", + " Test input.\n", + "\n", + " x_tr : `torch.Tensor`, `shape=(n_tr, hidden_dimension)`\n", + " (Default value = None)\n", + " Training input.\n", + "\n", + " y_tr : `torch.Tensor`, `shape=(n_tr, 1)`\n", + " (Default value = None)\n", + " Test input.\n", + "\n", + " sampler : `torch.optim.Optimizer` or `pinot.Sampler`\n", + " (Default value = None)\n", + " Sampler.\n", + "\n", + " Returns\n", + " -------\n", + " distribution : `torch.distributions.Distribution`\n", + " Predictive distribution.\n", + "\n", + " \"\"\"\n", + "\n", + " # get parameters\n", + " (\n", + " k_tr_tr,\n", + " k_te_te,\n", + " k_te_tr,\n", + " k_tr_te,\n", + " l_low,\n", + " alpha,\n", + " ) = self._get_kernel_and_auxiliary_variables(x_tr, y_tr, x_te)\n", + "\n", + " # compute mean\n", + " # (batch_size_te, 1)\n", + " mean = k_te_tr @ alpha\n", + "\n", + " # (batch_size_tr, batch_size_te)\n", + " v, _ = torch.triangular_solve(input=k_tr_te, A=l_low, upper=False)\n", + "\n", + " # (batch_size_te, batch_size_te)\n", + " variance = k_te_te - v.t() @ v\n", + "\n", + " # ensure symetric\n", + " variance = 0.5 * (variance + variance.t())\n", + "\n", + " # $ p(y|X) = \\int p(y|f)p(f|x) df $\n", + " # variance += torch.exp(self.log_sigma) * torch.eye(\n", + " # *variance.shape,\n", + " # device=variance.device)\n", + "\n", + " # construct noise predictive distribution\n", + " distribution = (\n", + " torch.distributions.multivariate_normal.MultivariateNormal(\n", + " mean.flatten(), variance\n", + " )\n", + " )\n", + "\n", + " return distribution\n", + "\n", + " def _perturb(self, k):\n", + " \"\"\"Add small noise `epsilon` to the diagonal of covariant matrix.\n", + " Parameters\n", + " ----------\n", + " k : `torch.Tensor`, `shape=(n_data_points, n_data_points)`\n", + " Covariant matrix.\n", + " Returns\n", + " -------\n", + " k : `torch.Tensor`, `shape=(n_data_points, n_data_points)`\n", + " Preturbed covariant matrix.\n", + " \"\"\"\n", + " # introduce noise along the diagonal\n", + " noise = self.epsilon * torch.eye(*k.shape, device=k.device)\n", + "\n", + " return k + noise\n", + "\n", + " def loss(self, x_tr, y_tr, *args, **kwargs):\n", + " r\"\"\"Compute the loss.\n", + " Note\n", + " ----\n", + " Defined to be negative Gaussian likelihood.\n", + " Parameters\n", + " ----------\n", + " x_tr : `torch.Tensor`, `shape=(n_training_data, hidden_dimension)`\n", + " Input of training data.\n", + " y_tr : `torch.Tensor`, `shape=(n_training_data, 1)`\n", + " Target of training data.\n", + " Returns\n", + " -------\n", + " nll : `torch.Tensor`, `shape=(,)`\n", + " Negative log likelihood.\n", + " \"\"\"\n", + "# # point data to object\n", + "# self._x_tr = x_tr\n", + "# self._y_tr = y_tr\n", + "\n", + "# # get the parameters\n", + "# (\n", + "# k_tr_tr,\n", + "# k_te_te,\n", + "# k_te_tr,\n", + "# k_tr_te,\n", + "# l_low,\n", + "# alpha,\n", + "# ) = self._get_kernel_and_auxiliary_variables(x_tr, y_tr)\n", + "\n", + "# import math\n", + "\n", + "# # we return the exact nll with constant\n", + "# nll = (\n", + "# 0.5 * (y_tr.t() @ alpha)\n", + "# + torch.trace(l_low)\n", + "# + 0.5 * y_tr.shape[0] * math.log(2.0 * math.pi)\n", + "# )\n", + " \n", + " preds = self.condition(x_tr, x_tr=x_tr, y_tr=y_tr)\n", + " # nll = preds.log_prob(y_tr.ravel())\n", + " \n", + " import gpytorch\n", + " likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", + " mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, self)\n", + "\n", + " output = gpytorch.distributions.MultivariateNormal(preds.loc.cpu(), preds.covariance_matrix.cpu())\n", + " nll = -mll(output, y_tr.cpu()).mean()\n", + " \n", + " return nll" + ] + }, + { + "cell_type": "markdown", + "id": "2538018d-4d6f-480f-8173-aaa5235a93d3", + "metadata": {}, + "source": [ + "### Testing" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "62cb1568-992e-490a-b33c-1e3548e491bb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.manual_seed(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e5ee9c2a-730a-495d-a93c-0d0c3839cab7", + "metadata": {}, + "outputs": [], + "source": [ + "# mvn = net.condition(graph)\n", + "\n", + "# torch.exp(mvn.log_prob(torch.tensor([[5.0]])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0c50ee7f-ccaa-4496-a492-99f2cf718994", + "metadata": {}, + "outputs": [], + "source": [ + "# import torch\n", + "# import dgl\n", + "# import malt\n", + "\n", + "# y = torch.Tensor([[5.0]])\n", + "# mol = malt.Molecule(\"C\")\n", + "# mol.featurize()\n", + "# graph = dgl.batch([mol.g])\n", + "\n", + "# y = net.loss(graph, torch.tensor([[5.0]]))\n", + "# # y.backward()\n", + "\n", + "# # y = net.condition(graph)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "e6b4439b-7407-4bc5-84fb-8391f9366a7e", + "metadata": {}, + "outputs": [], + "source": [ + "from malt.data.collections import linear_alkanes\n", + "\n", + "la_data = linear_alkanes()\n", + "g, y = la_data.batch()\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=ExactGaussianProcessRegressor(\n", + " in_features=128,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ").cuda()\n", + "\n", + "l = net.loss(g, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "20c19b94-5c46-4a72-a636-74d553a43a33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(5.2379, device='cuda:0', grad_fn=)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "l" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e8f2bb56-eb91-47fa-8bfe-504cc39de160", + "metadata": {}, + "outputs": [], + "source": [ + "# import gpytorch\n", + "# likelihood = gpytorch.likelihoods.GaussianLikelihood()\n", + "# mll = gpytorch.mlls.ExactMarginalLogLikelihood(likelihood, net)\n", + "\n", + "# output = net.condition(g)\n", + "# output = gpytorch.distributions.MultivariateNormal(output.loc.cpu(), output.covariance_matrix.cpu())\n", + "# print(-mll(output, y.cpu()).mean())" + ] + }, + { + "cell_type": "markdown", + "id": "2fb1860d-1373-4efc-a84e-32780e6408db", + "metadata": {}, + "source": [ + "# Test with ESOL" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "52182265-7391-487a-a476-83c49c13bfcf", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n", + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import torch\n", + "import dgl\n", + "import malt\n", + "import argparse\n", + "\n", + "parser = argparse.ArgumentParser()\n", + "parser.add_argument(\"--data\", type=str, default=\"esol\")\n", + "parser.add_argument(\"--model\", type=str, default=\"gp\")\n", + "\n", + "args = parser.parse_args([])\n", + "\n", + "data = getattr(malt.data.collections, args.data)()\n", + "\n", + "def test(data):\n", + " \n", + " data.shuffle(seed=1)\n", + " ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", + " ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", + " \n", + " if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " train_targets=ds_tr.batch(by='y'), in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + " elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=32, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + " trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " n_epochs=100,\n", + " learning_rate=1e-3,\n", + " )\n", + " \n", + " mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.likelihood,\n", + " model\n", + " )\n", + " \n", + " # return model\n", + " model = trainer(model, ds_tr_vl, mll)\n", + "\n", + " # model_cpu = model.to('cpu')\n", + " model.eval()\n", + " r2 = malt.metrics.supervised_metrics.R2()(model, ds_tr)\n", + "\n", + " # rmse = malt.metrics.supervised_metrics.RMSE()(model, ds_te)\n", + " # print(rmse)\n", + " return r2" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "be79d71b-f1c9-4258-829d-c6b2aeed178b", + "metadata": {}, + "outputs": [], + "source": [ + "model = test(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "c49113a1-ff0a-429f-8823-e403619cb7f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor(0.9924, device='cuda:0', grad_fn=)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2950cc88-67be-4b1d-b0bf-6e7eb7863e95", + "metadata": {}, + "outputs": [], + "source": [ + "# data.shuffle(seed=1)\n", + "# ds_tr, ds_te = data.split([8, 2])\n", + "# train_targets = ds_tr.batch(by='y')\n", + "\n", + "# reg = malt.models.regressor.ExactGaussianProcessRegressor(\n", + "# train_targets=train_targets,\n", + "# in_features=32,\n", + "# out_features=2,\n", + "# )" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c3eec678-ee82-411c-990f-8885f5838881", + "metadata": {}, + "outputs": [], + "source": [ + "# ds_tr, ds_te = data.split([9, 1])\n", + "# g, y = ds_tr.batch()\n", + "# model.representation(g).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "7ecef43f-d69f-4ee3-a77c-8e5e7e64875f", + "metadata": {}, + "outputs": [], + "source": [ + "ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", + "ds_tr, _ = ds_tr_vl.split([0.9, 0.1])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0be96e81-9860-4ee6-9b85-e7b746e2499a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dataset with 913 molecules" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_tr" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "e59a3c03-09e7-4175-998d-b4f4fee1533c", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'ds_tr_vl' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [13]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mds_tr_vl\u001b[49m\n", + "\u001b[1;31mNameError\u001b[0m: name 'ds_tr_vl' is not defined" + ] + } + ], + "source": [ + "ds_tr_vl" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "dfe10a3a-8b17-46a2-ac5d-0ca001055f96", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "torch.Size([913, 1])\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'math' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [8]\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 38\u001b[0m mll \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmodels\u001b[38;5;241m.\u001b[39mmarginal_likelihood\u001b[38;5;241m.\u001b[39mExactMarginalLogLikelihood(\n\u001b[0;32m 39\u001b[0m model\u001b[38;5;241m.\u001b[39mlikelihood,\n\u001b[0;32m 40\u001b[0m model\n\u001b[0;32m 41\u001b[0m )\n\u001b[0;32m 43\u001b[0m \u001b[38;5;66;03m# return model\u001b[39;00m\n\u001b[1;32m---> 44\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mtrainer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mds_tr_vl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmll\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 46\u001b[0m \u001b[38;5;66;03m# model_cpu = model.to('cpu')\u001b[39;00m\n\u001b[0;32m 47\u001b[0m r2 \u001b[38;5;241m=\u001b[39m malt\u001b[38;5;241m.\u001b[39mmetrics\u001b[38;5;241m.\u001b[39msupervised_metrics\u001b[38;5;241m.\u001b[39mR2()(model, ds_te)\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\trainer.py:111\u001b[0m, in \u001b[0;36mget_default_trainer.._default_trainer_without_player\u001b[1;34m(model, ds, marginal_likelihood, optimizer, learning_rate, n_epochs, batch_size, min_learning_rate, warmup)\u001b[0m\n\u001b[0;32m 109\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mzero_grad()\n\u001b[0;32m 110\u001b[0m output \u001b[38;5;241m=\u001b[39m model(inputs)\n\u001b[1;32m--> 111\u001b[0m loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m-\u001b[39m\u001b[43mmarginal_likelihood\u001b[49m\u001b[43m(\u001b[49m\u001b[43moutput\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtargets\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mmean()\n\u001b[0;32m 112\u001b[0m loss\u001b[38;5;241m.\u001b[39mbackward()\n\u001b[0;32m 113\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mstep()\n", + "File \u001b[1;32m~\\miniconda3\\envs\\malt\\lib\\site-packages\\torch\\nn\\modules\\module.py:1102\u001b[0m, in \u001b[0;36mModule._call_impl\u001b[1;34m(self, *input, **kwargs)\u001b[0m\n\u001b[0;32m 1098\u001b[0m \u001b[38;5;66;03m# If we don't have any hooks, we want to skip the rest of the logic in\u001b[39;00m\n\u001b[0;32m 1099\u001b[0m \u001b[38;5;66;03m# this function, and just call forward.\u001b[39;00m\n\u001b[0;32m 1100\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_pre_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_backward_hooks\n\u001b[0;32m 1101\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m _global_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_forward_pre_hooks):\n\u001b[1;32m-> 1102\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m forward_call(\u001b[38;5;241m*\u001b[39m\u001b[38;5;28minput\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1103\u001b[0m \u001b[38;5;66;03m# Do not call functions when jit is used\u001b[39;00m\n\u001b[0;32m 1104\u001b[0m full_backward_hooks, non_full_backward_hooks \u001b[38;5;241m=\u001b[39m [], []\n", + "File \u001b[1;32mc:\\users\\micha\\dev\\choderalab\\malt\\malt\\models\\marginal_likelihood.py:66\u001b[0m, in \u001b[0;36mExactMarginalLogLikelihood.forward\u001b[1;34m(self, output, target, *args, **kwargs)\u001b[0m\n\u001b[0;32m 59\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mforward\u001b[39m(\u001b[38;5;28mself\u001b[39m, output, target, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 61\u001b[0m alpha, l_low \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel\u001b[38;5;241m.\u001b[39mregressor\u001b[38;5;241m.\u001b[39mmll_vars\n\u001b[0;32m 63\u001b[0m mll \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 64\u001b[0m \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m0.5\u001b[39m \u001b[38;5;241m*\u001b[39m (target\u001b[38;5;241m.\u001b[39mt() \u001b[38;5;241m@\u001b[39m alpha)\n\u001b[0;32m 65\u001b[0m \u001b[38;5;241m+\u001b[39m torch\u001b[38;5;241m.\u001b[39mtrace(l_low)\n\u001b[1;32m---> 66\u001b[0m \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;241m*\u001b[39m target\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[43mmath\u001b[49m\u001b[38;5;241m.\u001b[39mlog(\u001b[38;5;241m2.0\u001b[39m \u001b[38;5;241m*\u001b[39m math\u001b[38;5;241m.\u001b[39mpi)\n\u001b[0;32m 67\u001b[0m )\n\u001b[0;32m 69\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mll\n", + "\u001b[1;31mNameError\u001b[0m: name 'math' is not defined" + ] + } + ], + "source": [ + "data.shuffle(seed=1)\n", + "ds_tr_vl, ds_te = data.split([0.9, 0.1])\n", + "ds_tr, _ = ds_tr_vl.split([0.9, 0.1])\n", + "\n", + "print(ds_tr.batch(by='y').shape)\n", + "\n", + "if args.model == \"gp\":\n", + " model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " train_targets=ds_tr.batch(by='y'), in_features=32, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + "elif args.model == \"nn\":\n", + " model = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32,\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=32, out_features=1,\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + " ).cuda()\n", + "\n", + "\n", + "trainer = malt.trainer.get_default_trainer(\n", + " without_player=True,\n", + " batch_size=len(ds_tr_vl),\n", + " n_epochs=100,\n", + " learning_rate=1e-3,\n", + ")\n", + "\n", + "mll = malt.models.marginal_likelihood.ExactMarginalLogLikelihood(\n", + " model.likelihood,\n", + " model\n", + ")\n", + "\n", + "# return model\n", + "model = trainer(model, ds_tr_vl, mll)\n", + "\n", + "# model_cpu = model.to('cpu')\n", + "r2 = malt.metrics.supervised_metrics.R2()(model, ds_te)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 6c1660122fb6ee86c94f03608e5c6018a0801371 Mon Sep 17 00:00:00 2001 From: miretchin Date: Sun, 10 Apr 2022 00:53:22 -0400 Subject: [PATCH 30/96] Added some scripts for comparing hardcoded vs. GPyTorch. Biggest takeaway -> the dimensionality of the target tensor matters a lot. --- malt/metrics/supervised_metrics.py | 3 +- malt/models/regressor.py | 26 +- malt/models/supervised_model.py | 10 +- malt/trainer.py | 5 +- scripts/supervised/exact_gp_comparison.ipynb | 378 +++++++++ scripts/supervised/exact_gp_playground.ipynb | 757 ------------------ .../supervised/exact_gp_playground_esol.ipynb | 743 +++++++++++++++++ 7 files changed, 1137 insertions(+), 785 deletions(-) create mode 100644 scripts/supervised/exact_gp_comparison.ipynb delete mode 100644 scripts/supervised/exact_gp_playground.ipynb create mode 100644 scripts/supervised/exact_gp_playground_esol.ipynb diff --git a/malt/metrics/supervised_metrics.py b/malt/metrics/supervised_metrics.py index 66f2a36..42f6927 100644 --- a/malt/metrics/supervised_metrics.py +++ b/malt/metrics/supervised_metrics.py @@ -10,7 +10,8 @@ def __init__(self): def __call__(self, model, ds_te): ds_te_loader = ds_te.view(batch_size=len(ds_te)) g, y = next(iter(ds_te_loader)) - y_hat = model(g).mean + with torch.no_grad(): + y_hat = model(g).mean return getattr(malt.metrics.base_metrics, self.base_metric)(y_hat, y) class MSE(SupervisedMetrics): diff --git a/malt/models/regressor.py b/malt/models/regressor.py index 8e3b710..5359729 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -111,7 +111,7 @@ class ExactGaussianProcessRegressor(Regressor): def __init__( self, train_targets: torch.Tensor, - in_features: int = 128, + in_features: int = 32, out_features: int = 2, kernel_factory: torch.nn.Module = RBF, log_sigma: float = -3.0, @@ -256,6 +256,9 @@ def __init__( *args ): + # requires train_targets shape: (n,) + train_targets = train_targets.ravel() + # it always has to be a Gaussian likelihood anyway likelihood = gpytorch.likelihoods.GaussianLikelihood() dummy_inputs = torch.ones(1) @@ -308,24 +311,3 @@ def forward(self, x, *args, **kwargs): # alias forward condition = forward - - def loss(self, x_tr, y_tr, *args, **kwargs): - r"""Compute the loss. - Note - ---- - Defined to be negative Gaussian likelihood. - Parameters - ---------- - x_tr : `torch.Tensor`, `shape=(n_training_data, hidden_dimension)` - Input of training data. - y_tr : `torch.Tensor`, `shape=(n_training_data, 1)` - Target of training data. - Returns - ------- - nll : `torch.Tensor`, `shape=(,)` - Negative log likelihood. - """ - self.set_train_data(x_tr, y_tr.ravel(), strict=False) - mll = gpytorch.mlls.ExactMarginalLogLikelihood(self.likelihood, self) - y_pred = self(x_tr) - return -mll(y_pred, y_tr) \ No newline at end of file diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index adc0a6e..cc80fc9 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -47,7 +47,6 @@ def __init__( super(SupervisedModel, self).__init__() assert representation.out_features == regressor.in_features - assert regressor.out_features == likelihood.in_features self.representation = representation self.regressor = regressor @@ -68,12 +67,15 @@ def __init__( regressor: Regressor, likelihood: SimpleLikelihood, ): + assert regressor.out_features == likelihood.in_features + super(SimpleSupervisedModel, self).__init__( representation=representation, regressor=regressor, likelihood=likelihood, ) + def forward(self, g): # graph -> latent representation h = self.representation(g) @@ -94,9 +96,11 @@ def __init__( self, representation: Representation, regressor: Regressor, - likelihood: Any = HeteroschedasticGaussianLikelihood, + likelihood: Any = HeteroschedasticGaussianLikelihood(), ): + assert representation.out_features == regressor.in_features + super(GaussianProcessSupervisedModel, self).__init__( representation=representation, regressor=regressor, @@ -115,6 +119,6 @@ def forward(self, g): h = self.representation(g) # latent representation -> distribution - y_pred = self.regressor.condition(h) + y_pred = self.regressor(h) return y_pred diff --git a/malt/trainer.py b/malt/trainer.py index 150d550..42b2465 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -81,7 +81,7 @@ def _default_trainer_without_player( # put data into loader ds_tr = ds_tr.view(batch_size=batch_size) - ds_vl = ds_vl.view(batch_size=len(ds_vl)) + # ds_vl = ds_vl.view(batch_size=len(ds_vl)) # get optimizer object optimizer = getattr(torch.optim, optimizer,)( @@ -97,14 +97,15 @@ def _default_trainer_without_player( ) # train + model.train() for idx_epoch in range(n_epochs): # loop through the epochs - model.train() for x in ds_tr: # loop through the dataset x = [_x.to(device) for _x in x] inputs, targets = x optimizer.zero_grad() output = model(inputs) + # print(output.loc[:10]) loss = -marginal_likelihood(output, targets).mean() loss.backward() optimizer.step() diff --git a/scripts/supervised/exact_gp_comparison.ipynb b/scripts/supervised/exact_gp_comparison.ipynb new file mode 100644 index 0000000..350b50a --- /dev/null +++ b/scripts/supervised/exact_gp_comparison.ipynb @@ -0,0 +1,378 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "279bbe55", + "metadata": {}, + "source": [ + "# Exact GP playground: Linear Alkanes" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "1afcf0a6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import torch\n", + "import malt\n", + "import abc\n", + "import gpytorch" + ] + }, + { + "cell_type": "markdown", + "id": "0e0a3d7f", + "metadata": {}, + "source": [ + "### Testing GPyTorch API" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "bbdb473b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.manual_seed(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "id": "4d8416b0-fe9b-4db7-8736-672f654c4f2a", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing dgl graphs from scratch...\n", + "Processing molecule 1000/1128\n" + ] + } + ], + "source": [ + "from malt.models.regressor import GPyTorchExactRegressor\n", + "from malt.data.collections import linear_alkanes, esol\n", + "\n", + "# get data\n", + "# data = linear_alkanes()\n", + "data = esol()\n", + "data.shuffle()\n", + "\n", + "# make dataset bigger ....\n", + "\n", + "train_x, train_y = data.batch()\n", + "# train_y = train_y.ravel()\n", + "\n", + "# create model\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=32, hidden_features=32,\n", + " ),\n", + " regressor=GPyTorchExactRegressor(\n", + " in_features=32,\n", + " out_features=2,\n", + " train_targets=train_y,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ").cuda()\n", + "\n", + "# define marginal log likelihood\n", + "from malt.models.marginal_likelihood import ExactMarginalLogLikelihood\n", + "\n", + "mll = gpytorch.mlls.ExactMarginalLogLikelihood(model.regressor.likelihood, model)\n", + "\n", + "# define optimizer\n", + "optimizer = torch.optim.Adam([\n", + " {'params': model.parameters()},\n", + "], lr=1e-3)" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "id": "82377079-0691-4c72-9863-ec0ce221aa2e", + "metadata": {}, + "outputs": [], + "source": [ + "from tqdm import tqdm\n", + "def train(model, optimizer, mll):\n", + " loss_history = []\n", + " train_iter = 200\n", + " model.train()\n", + " for i in tqdm(range(train_iter)):\n", + " # Zero backprop gradients\n", + " optimizer.zero_grad()\n", + " # Get output from model\n", + " output = model(train_x)\n", + " # Calc loss and backprop derivatives\n", + " loss = -mll(output, train_y).mean()\n", + " loss.backward()\n", + " optimizer.step()\n", + " loss_history.append(loss.item())\n", + " return model, loss_history" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "bdf1ab7d-c055-4ad7-9c65-226ef25e16bd", + "metadata": {}, + "outputs": [], + "source": [ + "def test(model, test_x, test_y):\n", + " from scipy.stats import pearsonr\n", + " model.eval()\n", + " with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(test_x)\n", + " rmse = torch.sqrt(torch.mean(torch.pow(preds.mean - test_y, 2))).item()\n", + " mae = torch.mean(torch.abs(preds.mean - test_y)).item()\n", + " corr, _ = pearsonr(preds.mean.tolist(), test_y.tolist())\n", + " r2 = malt.metrics.base_metrics.r2(preds.loc, test_y).item()\n", + " return rmse, mae, corr, r2" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "8adc110d-5206-41dd-829f-3259c08a1555", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|████████████████████████████████████████████████████████████████████████████████| 200/200 [00:14<00:00, 13.79it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rmse: 2.860219955444336 \n", + "mae: 2.2645556926727295 \n", + "corr: [0.9536872206965642] \n", + "r2: 0.9015082716941833\n" + ] + } + ], + "source": [ + "model.train()\n", + "model, loss_history = train(model, optimizer, mll)\n", + "model.eval()\n", + "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model(train_x).loc\n", + "rmse, mae, corr, r2 = test(model, train_x, train_y)\n", + "print('rmse:', rmse, '\\nmae:', mae, '\\ncorr:', corr, '\\nr2:', r2)" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "id": "61c2f415-6c3a-4ab1-852c-c69602681f70", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'gpytorch: training')" + ] + }, + "execution_count": 115, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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zb%;7lWl~3|qtr3#7wR~5f;vf^qE1t1sI$~L>O6IU`jyI}exrV;{-FM({-Q2Ye^ZyJ z%hW&A73yE=Ds_#@&V}XAg&(;n7nPgJL*=FNQTeGDDwZlh6{HGLg{j-9B9xoDohnKd zql!}{sFGAEDvl~mm7&T~@l-jgJXL}6P!*|4RAs6PRh6nn-9c5SYEXAlHK|(ET~uwV z4&|llQuV0%R0FCZ)re|LHKCeP&8WMn1gbfeNVTARR7PH6v diff --git a/malt/data/tests/test_collections.py b/malt/data/tests/test_collections.py index 8fbd21a..1bd8a4a 100644 --- a/malt/data/tests/test_collections.py +++ b/malt/data/tests/test_collections.py @@ -20,10 +20,10 @@ def test_esol(): assert len(ds) == 1128 point = ds[0] assert isinstance(point.g, dgl.DGLGraph) - assert isinstance(point.y, float) + assert isinstance(point.metadata['y'], float) ds = collections.lipophilicity() assert len(ds) == 4200 point = ds[0] assert isinstance(point.g, dgl.DGLGraph) - assert isinstance(point.y, float) + assert isinstance(point.metadata['y'], float) diff --git a/malt/data/tests/test_dataset.py b/malt/data/tests/test_dataset.py index 24eb8d2..13acd35 100644 --- a/malt/data/tests/test_dataset.py +++ b/malt/data/tests/test_dataset.py @@ -74,7 +74,7 @@ def test_dataset_view_batch_of_g(): def test_dataset_with_assayed_molecule_view(): import torch import dgl - from malt.data.utils import collate_metadata_assays + from malt.data.utils import collate_metadata from malt.data.dataset import Dataset from malt.molecule import AssayedMolecule @@ -85,7 +85,7 @@ def test_dataset_with_assayed_molecule_view(): batch_size=2, assay='assay', by=['g', 'y'], - batch_meta=collate_metadata_assays + batch_meta=collate_metadata ) assert isinstance(_ds, torch.utils.data.DataLoader) g, y = next(iter(_ds)) diff --git a/malt/data/utils.py b/malt/data/utils.py index e542320..a5b69ed 100644 --- a/malt/data/utils.py +++ b/malt/data/utils.py @@ -9,7 +9,6 @@ def collate_metadata(molecule, key, **kwargs): """ Batches metadata from Molecule. - Parameters ---------- molecule : malt.Molecule @@ -17,12 +16,24 @@ def collate_metadata(molecule, key, **kwargs): Filter metadata using assay key. key : str Attribute of class on which to batch. - Returns ------- meta : list Elements are metadata from assay. """ + from malt import AssayedMolecule + + if isinstance(molecule, AssayedMolecule): + return _collate_assayedmolecule_metadata(molecule, key, **kwargs) + else: + return _collate_molecule_metadata(molecule, key) + + +def _collate_molecule_metadata( + molecule, key + ): + if not molecule.metadata: + raise RuntimeError(f'No `metadata` associated with `{molecule.smiles}`') if key not in molecule.metadata: raise RuntimeError(f'`{key}` not found in `metadata`') @@ -31,10 +42,10 @@ def collate_metadata(molecule, key, **kwargs): return meta else: return [meta] + -def collate_metadata_assays(molecule, key, assay: Union[None, str] = None): +def _collate_assayedmolecule_metadata(molecule, key, assay: Union[None, str] = None): """ Batches metadata from AssayedMolecule. - Parameters ---------- molecule : malt.Molecule @@ -42,7 +53,6 @@ def collate_metadata_assays(molecule, key, assay: Union[None, str] = None): Filter metadata using assay key. key : str Attribute of class on which to batch. - Returns ------- meta : list @@ -53,4 +63,4 @@ def collate_metadata_assays(molecule, key, assay: Union[None, str] = None): if key not in record: raise RuntimeError(f'`{key}` not found in `metadata`') meta.append(record[key]) - return meta \ No newline at end of file + return meta diff --git a/malt/models/regressor.py b/malt/models/regressor.py index 98b0df1..f85e600 100644 --- a/malt/models/regressor.py +++ b/malt/models/regressor.py @@ -3,6 +3,7 @@ # ============================================================================= import abc import torch +import gpytorch # ============================================================================= # BASE CLASSES @@ -11,7 +12,7 @@ class Regressor(torch.nn.Module, abc.ABC): """Base class for a regressor.""" def __init__(self, in_features, out_features, *args, **kwargs): - super(Regressor, self).__init__() + super(Regressor, self).__init__(*args, **kwargs) self.in_features = in_features self.out_features = out_features @@ -155,7 +156,7 @@ def _get_kernel_and_auxiliary_variables( ) # (batch_size_tr, batch_size_tr) - l_low = torch.cholesky(k_plus_sigma) + l_low = torch.torch.linalg.cholesky(k_plus_sigma) l_up = l_low.t() # (batch_size_tr. 1) @@ -295,3 +296,85 @@ def loss(self, x_tr, y_tr, *args, **kwargs): ) return nll + + +class GPyTorchExactRegressor(Regressor, gpytorch.models.ExactGP): + + train_inputs = torch.ones(1) + train_targets = torch.ones(1) + + def __init__( + self, + in_features: int = 32, + out_features: int = 2, + *args + ): + + # it always has to be a Gaussian likelihood anyway + likelihood = gpytorch.likelihoods.GaussianLikelihood() + super(GPyTorchExactRegressor, self).__init__( + in_features, + out_features, + self.train_inputs, + self.train_targets, + likelihood, + ) + + self.mean_module = gpytorch.means.ConstantMean() + self.covar_module = gpytorch.kernels.ScaleKernel( + gpytorch.kernels.RBFKernel(ard_num_dims=in_features) + ) + + + def forward(self, x, *args, **kwargs): + r"""Calculate the predictive distribution given `x_te`. + + Parameters + ---------- + x_te : `torch.Tensor`, `shape=(n_te, hidden_dimension)` + Test input. + + x_tr : `torch.Tensor`, `shape=(n_tr, hidden_dimension)` + (Default value = None) + Training input. + + y_tr : `torch.Tensor`, `shape=(n_tr, 1)` + (Default value = None) + Test input. + + sampler : `torch.optim.Optimizer` or `pinot.Sampler` + (Default value = None) + Sampler. + + Returns + ------- + distribution : `torch.distributions.Distribution` + Predictive distribution. + """ + mean_x = self.mean_module(x) + covar_x = self.covar_module(x) + return gpytorch.distributions.MultivariateNormal(mean_x, covar_x) + + # alias forward + condition = forward + + def loss(self, x_tr, y_tr, *args, **kwargs): + r"""Compute the loss. + Note + ---- + Defined to be negative Gaussian likelihood. + Parameters + ---------- + x_tr : `torch.Tensor`, `shape=(n_training_data, hidden_dimension)` + Input of training data. + y_tr : `torch.Tensor`, `shape=(n_training_data, 1)` + Target of training data. + Returns + ------- + nll : `torch.Tensor`, `shape=(,)` + Negative log likelihood. + """ + self.set_train_data(x_tr, y_tr.ravel(), strict=False) + mll = gpytorch.mlls.ExactMarginalLogLikelihood(self.likelihood, self) + y_pred = self(x_tr) + return -mll(y_pred, y_tr) \ No newline at end of file diff --git a/malt/models/supervised_model.py b/malt/models/supervised_model.py index 9d6163d..82bef1b 100644 --- a/malt/models/supervised_model.py +++ b/malt/models/supervised_model.py @@ -3,6 +3,7 @@ # ============================================================================= import abc import torch +from typing import Any from .regressor import Regressor from .representation import Representation from .likelihood import ( @@ -106,12 +107,9 @@ def __init__( self, representation: Representation, regressor: Regressor, - likelihood: SimpleLikelihood, + likelihood: Any = HeteroschedasticGaussianLikelihood, ): - assert isinstance( - likelihood, - HeteroschedasticGaussianLikelihood, - ) + super(GaussianProcessSupervisedModel, self).__init__( representation=representation, regressor=regressor, diff --git a/malt/models/tests/test_gp.py b/malt/models/tests/test_gp.py index 62ab955..b830416 100644 --- a/malt/models/tests/test_gp.py +++ b/malt/models/tests/test_gp.py @@ -27,7 +27,7 @@ def test_blind_condition(): likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), ) - point = malt.Point("C") + point = malt.Molecule("C") point.featurize() graph = dgl.batch([point.g]) @@ -50,7 +50,7 @@ def test_gp_train(): likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), ) - point = malt.Point("C") + point = malt.Molecule("C") point.featurize() graph = dgl.batch([point.g]) @@ -77,9 +77,13 @@ def test_gp_shape(): likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), ) + if torch.cuda.is_available(): + net.cuda() + dataset = malt.data.collections.linear_alkanes(10) dataset_loader = dataset.view(batch_size=len(dataset)) g, y = next(iter(dataset_loader)) + loss = net.loss(g, y) y_hat = net.condition(g) @@ -88,19 +92,24 @@ def test_gp_shape(): def test_gp_integrate(): import malt + import torch from malt.agents.player import SequentialModelBasedPlayer + dataset = malt.data.collections.linear_alkanes(10) + model = malt.models.supervised_model.GaussianProcessSupervisedModel( + representation=malt.models.representation.DGLRepresentation( + out_features=128 + ), + regressor=malt.models.regressor.ExactGaussianProcessRegressor( + in_features=128, out_features=2, + ), + likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), + ) + if torch.cuda.is_available(): + model.cuda() player = SequentialModelBasedPlayer( - model = malt.models.supervised_model.GaussianProcessSupervisedModel( - representation=malt.models.representation.DGLRepresentation( - out_features=128 - ), - regressor=malt.models.regressor.ExactGaussianProcessRegressor( - in_features=128, out_features=2, - ), - likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(), - ), + model = model, policy=malt.policy.Greedy(), trainer=malt.trainer.get_default_trainer(), merchant=malt.agents.merchant.DatasetMerchant(dataset), @@ -109,4 +118,4 @@ def test_gp_integrate(): while True: if player.step() is None: - break + break \ No newline at end of file diff --git a/malt/models/tests/test_representation.py b/malt/models/tests/test_representation.py index 10ad52c..f6a8623 100644 --- a/malt/models/tests/test_representation.py +++ b/malt/models/tests/test_representation.py @@ -18,7 +18,7 @@ def test_forward(): import malt representation = malt.models.representation.DGLRepresentation() - point = malt.Point(smiles="C") + point = malt.Molecule(smiles="C") point.featurize() h = representation(point.g) assert isinstance(h, torch.Tensor) @@ -31,12 +31,14 @@ def test_batch_forward(): import malt representation = malt.models.representation.DGLRepresentation() + if torch.cuda.is_available(): + representation.cuda() portfolio = malt.data.dataset.Dataset( - [malt.Point("C"), malt.Point("CC")] + [malt.Molecule("C"), malt.Molecule("CC")] ).featurize_all() - g = next(iter(portfolio.view(batch_size=2, collate_fn="batch_of_g"))) + g = next(iter(portfolio.view(batch_size=2, by='g'))) h = representation(g) assert isinstance(h, torch.Tensor) assert h.shape[0] == 2 diff --git a/malt/models/tests/test_supervised_model.py b/malt/models/tests/test_supervised_model.py index 16ced49..6070f10 100644 --- a/malt/models/tests/test_supervised_model.py +++ b/malt/models/tests/test_supervised_model.py @@ -34,9 +34,9 @@ def test_forward(): likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(), ) - point = malt.Point(smiles="C").featurize() + point = malt.Molecule(smiles="C").featurize() distribution = net.condition(point.g) assert isinstance(distribution, torch.distributions.Distribution) assert distribution.batch_shape == torch.Size([1, 1]) - net.loss(point.g, 0.0).backward() + net.loss(point.g, torch.Tensor([0.0])).backward() diff --git a/malt/trainer.py b/malt/trainer.py index 143723a..1d96d2b 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -79,8 +79,8 @@ def _default_trainer_without_player( batch_size = len(ds) # put data into loader - ds_tr = ds_tr.view(batch_size=batch_size, pin_memory=True) - ds_vl = ds_vl.view(batch_size=len(ds_vl), pin_memory=True) + ds_tr = ds_tr.view(batch_size=batch_size) + ds_vl = ds_vl.view(batch_size=len(ds_vl)) # get optimizer object optimizer = getattr(torch.optim, optimizer,)( @@ -96,6 +96,7 @@ def _default_trainer_without_player( ) # train + model.train() for idx_epoch in range(n_epochs): # loop through the epochs for x in ds_tr: # loop through the dataset x = [_x.to(device) for _x in x] diff --git a/scripts/data/data_structure_playground.ipynb b/scripts/data/data_structure_playground.ipynb index 4b55ed5..7741ecf 100644 --- a/scripts/data/data_structure_playground.ipynb +++ b/scripts/data/data_structure_playground.ipynb @@ -67,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 4, "id": "b52bfb3c-29ab-45b1-afe2-855c27ac9eef", "metadata": {}, "outputs": [ @@ -75,7 +75,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████| 2281/2281 [00:01<00:00, 1364.54it/s]\n" + "100%|█████████████████████████████████████| 1606/1606 [00:01<00:00, 1118.76it/s]\n" ] } ], diff --git a/scripts/data/fix_tests.ipynb b/scripts/data/fix_tests.ipynb new file mode 100644 index 0000000..d70dc33 --- /dev/null +++ b/scripts/data/fix_tests.ipynb @@ -0,0 +1,208 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "54951b70-a8dc-407a-8b95-fe7aab49c38b", + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "id": "3079819c-fa45-4eaa-9754-a19398e202c5", + "metadata": { + "tags": [] + }, + "source": [ + "## `test_supervised_model`: `def test_forward():`" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "65122b2e-68ba-49ef-80ec-8e5c71169ead", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import malt\n", + "\n", + "net = malt.models.supervised_model.SimpleSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.NeuralNetworkRegressor(\n", + " in_features=128, out_features=1\n", + " ),\n", + " likelihood=malt.models.likelihood.HomoschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "point = malt.Molecule(smiles=\"C\").featurize()\n", + "distribution = net.condition(point.g)\n", + "\n", + "assert isinstance(distribution, torch.distributions.Distribution)\n", + "assert distribution.batch_shape == torch.Size([1, 1])\n", + "\n", + "net.loss(point.g, torch.Tensor([0.0])).backward()" + ] + }, + { + "cell_type": "markdown", + "id": "81224a09-4eea-439b-99b2-f0e492f1687a", + "metadata": { + "tags": [] + }, + "source": [ + "## `test_gp`: `def test_gp_shape():`" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "f998e6ec-fa77-4425-beef-b63a90d49cbc", + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import dgl\n", + "import malt\n", + "\n", + "net = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128,\n", + " out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "\n", + "if torch.cuda.is_available():\n", + " net.cuda()\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "dataset_loader = dataset.view(batch_size=len(dataset))\n", + "g, y = next(iter(dataset_loader))\n", + "\n", + "loss = net.loss(g, y)\n", + "\n", + "y_hat = net.condition(g)\n", + "assert y_hat.mean.shape[0] == 10\n", + "assert len(y_hat.mean.shape) == 1" + ] + }, + { + "cell_type": "markdown", + "id": "df4144e3-63a1-4681-97bf-9e9f9585564e", + "metadata": {}, + "source": [ + "## `test_gp`: `def test_gp_integrate():`" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3a43fea5-e1c2-4a89-b34b-181368151d62", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "GaussianProcessSupervisedModel(\n", + " (representation): DGLRepresentation(\n", + " (embedding_in): Sequential(\n", + " (0): Linear(in_features=74, out_features=128, bias=True)\n", + " (1): SiLU()\n", + " )\n", + " (gn0): GraphConv(in=128, out=128, normalization=both, activation=None)\n", + " (gn1): GraphConv(in=128, out=128, normalization=both, activation=None)\n", + " (gn2): GraphConv(in=128, out=128, normalization=both, activation=None)\n", + " (embedding_out): Sequential(\n", + " (0): Linear(in_features=128, out_features=128, bias=True)\n", + " )\n", + " (ff): Sequential(\n", + " (0): Linear(in_features=128, out_features=128, bias=True)\n", + " )\n", + " (activation): SiLU()\n", + " )\n", + " (regressor): ExactGaussianProcessRegressor(\n", + " (kernel): RBF()\n", + " )\n", + " (likelihood): HeteroschedasticGaussianLikelihood()\n", + ")" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "player.model.cuda()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9c66eeba-cc41-4f41-91a9-1e8976985ca1", + "metadata": {}, + "outputs": [], + "source": [ + "import malt\n", + "import torch\n", + "from malt.agents.player import SequentialModelBasedPlayer\n", + "\n", + "dataset = malt.data.collections.linear_alkanes(10)\n", + "model = malt.models.supervised_model.GaussianProcessSupervisedModel(\n", + " representation=malt.models.representation.DGLRepresentation(\n", + " out_features=128\n", + " ),\n", + " regressor=malt.models.regressor.ExactGaussianProcessRegressor(\n", + " in_features=128, out_features=2,\n", + " ),\n", + " likelihood=malt.models.likelihood.HeteroschedasticGaussianLikelihood(),\n", + ")\n", + "if torch.cuda.is_available():\n", + " model.cuda()\n", + "\n", + "player = SequentialModelBasedPlayer(\n", + " model = model,\n", + " policy=malt.policy.Greedy(),\n", + " trainer=malt.trainer.get_default_trainer(),\n", + " merchant=malt.agents.merchant.DatasetMerchant(dataset),\n", + " assayer=malt.agents.assayer.DatasetAssayer(dataset),\n", + ")\n", + "\n", + "while True:\n", + " if player.step() is None:\n", + " break" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/scripts/supervised/esol_dglgraph.bin b/scripts/supervised/esol_dglgraph.bin index fccdfac529d7fe2afdc612f8cf3a89570a0eb66a..5e504c1a1fb31c0960ae06106f581d8556cb9733 100644 GIT binary patch delta 4128 zcma)9Yi!g-5Z}Arl~U-nw9xYI9iTj03J4Yor4(u@EpSpyz{FUP5D8zZg0Tqv4=7MD z$dSXe8WQUZ`+?{oA`f2|6oL}!+St#p~EZ6O23WK}VrF)7v|b>Lo#G1dW95Wie)8FamC z7b}PfJy}7*Q79tERZjUl#^oh?c`7^XU)A05jmSj6Ml1#>1LU!K7~6mvh)l}JaWvMe zrJNg9)cL>9!@n`7ca8b(CaxmYNHNnW5PsFGYm%pZ&Dr&kO@WgjXly+xG%cJ%Rj4^^ zZ)SQ=^5ocB+yRx-T(O_c&mS7q-;raK`clrXw(=>dNB)f*vP)*Qtf6WOf=?c_7f(H! zaphCHZoSC$O=+N^sWr_5&-?m`6I#^Fg3BV|>3rhkQCoZJl+Nn3%H2T7bY2UD&{obt zp3LB&T*hm6Tqq+uoD@?_C8LV)(@jr@3J9Btt!c5hEU`ZI-5D|z@-RKCkauEzd998k z-yXVjs&A^d*fRQ=-FRDv{Z^G7`P-8}o!ltPQ#0&$d8(^|INRJz_tOGH&4j5QBMZGH z!y7htugtGg^cYDpvdEk3kRO`3;EW$;l0p2lca3%^p7C190iqaF_ai@Zyn6@(Ugw#&`c_m3_e-eZp1F^z?#<#F78|f+xS|YQVpdTMc)B(Ms-|&((8F&=%3Y 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+ "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g, y = data_tr.batch(by=['g', 'y'])\n", + "model.eval()\n", + "with torch.no_grad(), gpytorch.settings.use_toeplitz(False), gpytorch.settings.fast_pred_var():\n", + " preds = model.condition(g)\n", + " \n", + "from malt.metrics.base_metrics import r2\n", + "r2(preds.loc, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "70eb8892-d441-42f7-a212-e3666be67158", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'gpytorch: training')" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" std\n", + " mean\n", + " std\n", + " mean\n", + " std\n", + " mean\n", + " std\n", + " mean\n", + " std\n", + " mean\n", + " std\n", + " mean\n", + " std\n", " \n", " \n", " architecture\n", @@ -330,28 +327,62 @@ " \n", " \n", " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " modular\n", - " 0.520256\n", - " 0.047595\n", - " 0.937639\n", - " 0.003729\n", + " 0.956574\n", + " 0.009026\n", + " 0.882716\n", + " 0.026963\n", + " 0.554135\n", + " 0.074223\n", + " 0.708689\n", + " 0.081551\n", + " 0.95772\n", + " 0.006064\n", + " 0.884872\n", + " 0.029834\n", + " 0.557005\n", + " 0.070064\n", + " 0.724744\n", + " 0.093212\n", " \n", " \n", "\n", "" ], "text/plain": [ - " mae corr \n", - " mean std mean std\n", - "architecture \n", - "modular 0.520256 0.047595 0.937639 0.003729" + " corr_train r2_train mae_train \\\n", + " mean std mean std mean std \n", + "architecture \n", + "modular 0.956574 0.009026 0.882716 0.026963 0.554135 0.074223 \n", + "\n", + " rmse_train corr_test r2_test \\\n", + " mean std mean std mean std \n", + "architecture \n", + "modular 0.708689 0.081551 0.95772 0.006064 0.884872 0.029834 \n", + "\n", + " mae_test rmse_test \n", + " mean std mean std \n", + "architecture \n", + "modular 0.557005 0.070064 0.724744 0.093212 " ] }, - "execution_count": 81, + "execution_count": 297, "metadata": {}, "output_type": "execute_result" } @@ -360,6 +391,288 @@ "import pandas as pd\n", "pd.DataFrame(results).groupby('architecture').agg(('mean', 'std'))" ] + }, + { + "cell_type": "code", + "execution_count": 298, + "id": "6f75bdb8-b1a7-4fde-bdb5-f8e2d2463fdf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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insertions(+), 6 deletions(-) diff --git a/malt/data/dataset.py b/malt/data/dataset.py index 0b6ab03..c54d307 100644 --- a/malt/data/dataset.py +++ b/malt/data/dataset.py @@ -5,7 +5,7 @@ import malt import torch from malt.molecule import Molecule -from malt.data.utils import collate_metadata, collate_metadata_assays +from malt.data.utils import collate_metadata from typing import Union, Iterable # ============================================================================= @@ -191,7 +191,7 @@ def _batch( for molecule in molecules: for key in by: - if key is 'g': + if key == 'g': # featurize graphs if not molecule.is_featurized(): molecule.featurize() @@ -207,6 +207,8 @@ def _batch( ret['g'] = dgl.batch(ret['g']) else: ret[key] = torch.tensor(ret[key])[:,None] + if torch.cuda.is_available(): + ret[key] = ret[key].to(torch.cuda.current_device()) # return batches ret = (*ret.values(), ) diff --git a/malt/data/utils.py b/malt/data/utils.py index e542320..75aeabd 100644 --- a/malt/data/utils.py +++ b/malt/data/utils.py @@ -23,6 +23,17 @@ def collate_metadata(molecule, key, **kwargs): meta : list Elements are metadata from assay. """ + from malt import AssayedMolecule + + if isinstance(molecule, AssayedMolecule): + return _collate_assayedmolecule_metadata(molecule, key, **kwargs) + else: + return _collate_molecule_metadata(molecule, key) + + +def _collate_molecule_metadata( + molecule, key + ): if key not in molecule.metadata: raise RuntimeError(f'`{key}` not found in `metadata`') @@ -31,8 +42,9 @@ def collate_metadata(molecule, key, **kwargs): return meta else: return [meta] + -def collate_metadata_assays(molecule, key, assay: Union[None, str] = None): +def _collate_assayedmolecule_metadata(molecule, key, assay: Union[None, str] = None): """ Batches metadata from AssayedMolecule. Parameters diff --git a/malt/models/likelihood.py b/malt/models/likelihood.py index 15516f4..370df2f 100644 --- a/malt/models/likelihood.py +++ b/malt/models/likelihood.py @@ -62,7 +62,7 @@ def condition( class HeteroschedasticGaussianLikelihood(SimpleLikelihood): - """ A Gaussian likelihood with homoschedastic noise model. """ + """ A Gaussian likelihood with heteroschedastic noise model. """ def __init__(self) -> None: super(HeteroschedasticGaussianLikelihood, self).__init__( diff --git a/malt/trainer.py b/malt/trainer.py index 143723a..c3f6aa8 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -79,8 +79,8 @@ def _default_trainer_without_player( batch_size = len(ds) # put data into loader - ds_tr = ds_tr.view(batch_size=batch_size, pin_memory=True) - ds_vl = ds_vl.view(batch_size=len(ds_vl), pin_memory=True) + ds_tr = ds_tr.view(batch_size=batch_size, pin_memory=False) + ds_vl = ds_vl.view(batch_size=len(ds_vl), pin_memory=False) # get optimizer object optimizer = getattr(torch.optim, optimizer,)( From c9ede1d5bc03e4f9124a724163e32520cf2b8210 Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 22 Feb 2022 00:33:59 -0500 Subject: [PATCH 26/96] Update trainer.py Only made the pin_mem False to debug something. --- malt/trainer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/malt/trainer.py b/malt/trainer.py index c3f6aa8..143723a 100644 --- a/malt/trainer.py +++ b/malt/trainer.py @@ -79,8 +79,8 @@ def _default_trainer_without_player( batch_size = len(ds) # put data into loader - ds_tr = ds_tr.view(batch_size=batch_size, pin_memory=False) - ds_vl = ds_vl.view(batch_size=len(ds_vl), pin_memory=False) + ds_tr = ds_tr.view(batch_size=batch_size, pin_memory=True) + ds_vl = ds_vl.view(batch_size=len(ds_vl), pin_memory=True) # get optimizer object optimizer = getattr(torch.optim, optimizer,)( From dbc09613ae31e0d5ccb111daed8966d8a21821f3 Mon Sep 17 00:00:00 2001 From: miretchin Date: Tue, 22 Feb 2022 00:37:53 -0500 Subject: [PATCH 27/96] Updating the exact GP notebook for GPyTorch. --- lipophilicity_dglgraph.bin | Bin 38950183 -> 0 bytes scripts/supervised/exact_dkl_malt.ipynb | 481 +++++++++++++++++++----- 2 files changed, 397 insertions(+), 84 deletions(-) delete mode 100644 lipophilicity_dglgraph.bin diff --git a/lipophilicity_dglgraph.bin b/lipophilicity_dglgraph.bin deleted file mode 100644 index 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