requirements.txt

# --------------------------- #
#           project           #
# --------------------------- #

# --------- pytorch --------- #
torch>=1.10.0
torchvision>=0.11.0
pytorch-lightning>=1.5.10
torchmetrics>=0.7.0

# --------- hydra --------- #
hydra-core>=1.1.0
hydra-colorlog>=1.1.0
hydra-optuna-sweeper>=1.1.0
omegaconf


# --------- basics --------- #
numpy
pandas

# --------- inference --------- #
# fastapi
# uvicorn


# --------------------------- #
#         Development         #
# --------------------------- #


# --------- loggers --------- #
# wandb
# neptune-client
mlflow
#mlflow>=1.1.0
# comet-ml
# tensorboard

# --------- data --------- #
awscli
dvc

# --------- linters --------- #
pre-commit      # hooks for applying linters on commit
click==8.0.4
black           # code formatting
isort           # import sorting
flake8          # code analysis
nbstripout      # remove output from jupyter notebooks
pre-commit

# --------- others --------- #
python-dotenv   # loading env variables from .env file
rich            # beautiful text formatting in terminal
sh              # for running bash commands in some tests
pytest          # tests
pudb            # debugger