requirements.txt

# --------- pytorch --------- #
torch>=2.0.0
torchvision>=0.9.1
pytorch-lightning>=2.0.0


# --------- hydra --------- #
hydra-core>=1.1.0
hydra-colorlog>=1.1.0
hydra-optuna-sweeper>=1.1.0
hydra-joblib-launcher>=1.1.5
torchmetrics>=0.5.1
torch-fidelity>=0.3.0
# hydra-ax-sweeper
# hydra-ray-launcher
# hydra-submitit-launcher

# --------- loggers --------- #
tensorboardx
wandb
# neptune-client
# mlflow
# comet-ml
# torch_tb_profiler

# --------- linters --------- #
pre-commit      # hooks for applying linters on commit
black           # code formatting
isort           # import sorting
flake8          # code analysis

# --------- others --------- #
python-dotenv   # loading env variables from .env file
rich            # beautiful text formatting in terminal
pytest          # tests
sh              # for running bash commands in some tests
scikit-learn    # used in some callbacks
seaborn         # used in some callbacks
jupyterlab      # better jupyter notebooks
pudb            # debugger
GPUtil          # get info about GPUs
einops          # Framework to use einstein-like notation