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Learning Deep Representations of Data Distributions

TeX 811 69 Updated Mar 6, 2026

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are…

Jupyter Notebook 276 50 Updated Nov 6, 2022

Code for the paper "learning generalizable representations through efficient coding"

Jupyter Notebook 7 1 Updated Apr 29, 2025

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 21,906 6,165 Updated Jul 13, 2023

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Python 4,583 900 Updated Mar 24, 2023

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Python 2,316 422 Updated Jul 9, 2024

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…

Python 3,876 842 Updated May 29, 2022

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

MATLAB 14,842 1,385 Updated Feb 22, 2026

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Python 2,578 761 Updated Apr 18, 2019
Python 429 46 Updated Oct 12, 2025

Author's PyTorch implementation of TD3 for OpenAI gym tasks

Python 2,036 479 Updated Jul 14, 2023

Simulation of spiking neural networks (SNNs) using PyTorch.

Python 1,657 342 Updated Feb 12, 2026

Deep and online learning with spiking neural networks in Python

Python 1,880 279 Updated Nov 4, 2025

Pure python implementation of SNN

Python 1,174 294 Updated Jul 29, 2022

MuJoCo fruit fly body model and locomotion RL tasks

Python 489 52 Updated Feb 7, 2026

Python package for automatic Gaussian mixture modeling

Python 3 1 Updated Sep 14, 2025
Python 10 1 Updated Oct 12, 2021

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

Python 99 31 Updated Nov 17, 2018

A powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.1, Claude, Grok, DeepSeek, OpenRouter, Kimi 2.5, GLM 5, SiliconFlow, GPT-oss, Gemma 3, Qwen 3.5

JavaScript 2,153 71 Updated Feb 25, 2026

Enhancing Chess Reinforcement Learning with Graph Representation

Jupyter Notebook 19 4 Updated Dec 16, 2025

🧮 A collection of resources to learn mathematics for machine learning

5,799 647 Updated Jan 24, 2023

Grandmaster-Level Chess Without Search

Python 618 45 Updated Jan 10, 2025

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

Python 3,811 532 Updated Mar 5, 2026

Maia-2 is a new human-like neural network chess engine trained on millions of human games.

Python 111 24 Updated Jul 24, 2025

Maia is a human-like neural network chess engine trained on millions of human games.

Python 1,136 141 Updated Jun 18, 2025

Chess books used to develop Stockfish

Python 174 36 Updated Dec 20, 2025

"SHAP-XRT: The Shapley Value Meets Conditional Independence Testing"

Python 6 1 Updated Dec 15, 2023

Scikit-learn compatible decision trees beyond those offered in scikit-learn

Jupyter Notebook 86 24 Updated Mar 2, 2026

Companion webpage to the book "Mathematics For Machine Learning"

Jupyter Notebook 15,097 2,718 Updated Mar 13, 2025
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