model2cloud.yml

name: model2cloud
channels:
  - pytorch
  - fastai
  - conda-forge
  - defaults
dependencies:
  - python=3.9
  - notebook                        # jupyter classic notebooks
  - jupyter_contrib_nbextensions    # jupyter addons
  - pynvim                          # neovim python provider, for neovim users
  - jupytext                        # convert ipynb to python
  - tqdm                            # progress bar
  - pandas
  - pyarrow
  - scikit-learn
  - category_encoders               # multiple encoding techniques in one cool library
  - scipy
  - matplotlib
  - plotly                          # interactive figures
  - python-kaleido                  # static image support for plotly
  - seaborn
  - pytorch
  - torchvision
  - fastai
  - xgboost
  - dvc                             # data version control
  - optuna                          # hyperparameter optimizations
  - pylama                          # python linting
  - fastapi                         # for the webapp
  - uvicorn