| # --------- pytorch --------- # | |
| torch>=1.10.0 | |
| torchvision>=0.11.0 | |
| pytorch-lightning>=1.5.10 | |
| torchmetrics>=0.7.0 | |
| # --------- data and model dependencies --------- # | |
| scikit-image | |
| pandas | |
| # --------- libraries for image filters ---------# | |
| kornia | |
| # --------- hydra --------- # | |
| hydra-core>=1.1.0 | |
| hydra-colorlog>=1.1.0 | |
| hydra-optuna-sweeper>=1.1.0 | |
| # --------- loggers --------- # | |
| # wandb | |
| # neptune-client | |
| mlflow | |
| # comet-ml | |
| tensorboard | |
| # --------- linters --------- # | |
| pre-commit # hooks for applying linters on commit | |
| black # code formatting | |
| isort # import sorting | |
| flake8 # code analysis | |
| nbstripout # remove output from jupyter notebooks | |
| # --------- 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 | |
| pudb # debugger | |