install.sh

#!/usr/bin/env bash

set -e

export PYTHON_VERSION=3.12
eval "$(mamba shell hook --shell bash)"
mamba create -y -n ml -c fastai -c nvidia -c conda-forge python="$PYTHON_VERSION"
mamba activate ml
mamba install -y -c fastai -c nvidia -c conda-forge \
  accelerate \
  beautifulsoup4 \
  datasets \
  diffusers \
  einops \
  fastai \
  fastkaggle \
  gast \
  gradio \
  html5lib \
  ipykernel \
  ipywidgets \
  librosa \
  lxml \
  matplotlib \
  nbdev \
  numba \
  numpy \
  opencv \
  openpyxl \
  pandas \
  patsy \
  py7zr \
  pyarrow \
  pytables \
  pytorch \
  requests \
  rise \
  scikit-learn \
  scipy \
  seaborn \
  sqlalchemy \
  statsmodels \
  timm \
  torchaudio \
  transformers[torch] \
  wandb \
  watchfiles
pip install -Uq torcheval pytorch-fid k-diffusion
pip install --no-deps -e /workspace/ml_env/course22p2
python -m ipykernel install --user --name ml --display-name "Python (ML)"