| Manager | Name | Credit |
|---|---|---|
| pypi | numpy | 0.136 |
| pypi | matplotlib | 0.12 |
| pypi | pytorch | 0.11 |
| pypi | joblib | 0.11 |
| pypi | pytest | 0.022 |
| pypi | pytest-xdist | 0.018 |
| pypi | hypothesis | 0.018 |
| pypi | pytz | 0.018 |
| pypi | python-dateutil | 0.018 |
| pypi | ipython | 0.015 |
| pypi | typing-extensions | 0.012 |
| pypi | pandas | 0.012 |
| requirements.txt | github/florpi/sunbird | 0.01 |
| pypi | uvloop | 0.008 |
| pypi | tokenize-rt | 0.008 |
| pypi | aiohttp | 0.008 |
| pypi | colorama | 0.008 |
| pypi | typed-ast | 0.008 |
| pypi | dataclasses | 0.008 |
| pypi | tomli | 0.008 |
| pypi | mypy-extensions | 0.008 |
| pypi | pathspec | 0.008 |
| pypi | platformdirs | 0.008 |
| pypi | click | 0.008 |
| pypi | packaging | 0.008 |
| pypi | fsspec | 0.007 |
| pypi | scikit-learn | 0.007 |
| pypi | sphinx-rtd-theme | 0.006 |
| pypi | scipy | 0.006 |
| pypi | botorch | 0.006 |
| pypi | torchvision | 0.005 |
| pypi | mlflow | 0.005 |
| pypi | torch | 0.005 |
| pypi | jsonargparse | 0.005 |
| pypi | scanpydoc | 0.004 |
| pypi | nbsphinx | 0.004 |
| pypi | jupyter-client | 0.004 |
| pypi | ipykernel | 0.004 |
| pypi | sphinx-autosummary-accessors | 0.004 |
| pypi | nc-time-axis | 0.004 |
| pypi | seaborn | 0.004 |
| pypi | dask | 0.004 |
| pypi | pooch | 0.004 |
| pypi | cfgrib | 0.004 |
| pypi | rasterio | 0.004 |
| pypi | cftime | 0.004 |
| pypi | zarr | 0.004 |
| pypi | pydap | 0.004 |
| pypi | h5netcdf | 0.004 |
| pypi | netCDF4 | 0.004 |
| pypi | numbagg | 0.004 |
| pypi | bottleneck | 0.004 |
| pypi | scikit-optimize | 0.004 |
| pypi | cma | 0.004 |
| pypi | flake8 | 0.004 |
| pypi | mypy | 0.004 |
| pypi | coverage | 0.004 |
| pypi | wandb | 0.004 |
| pypi | PyYAML | 0.004 |
| pypi | tqdm | 0.004 |
| pypi | plotly | 0.003 |
| pypi | cmaes | 0.003 |
| pypi | catboost | 0.003 |
| pypi | torchaudio | 0.003 |
| pypi | lightgbm | 0.003 |
| pypi | distributed | 0.003 |
| pypi | gym | 0.003 |
| pypi | onnxruntime | 0.003 |
| pypi | cloudpickle | 0.003 |
| pypi | sklearn | 0.003 |
| pypi | pytest-forked | 0.003 |
| pypi | pre-commit | 0.003 |
| pypi | twine | 0.003 |
| pypi | pytest-rerunfailures | 0.003 |
| pypi | codecov | 0.003 |
| pypi | test-tube | 0.003 |
| pypi | comet-ml | 0.003 |
| pypi | neptune-client | 0.003 |
| pypi | rich | 0.003 |
| pypi | gcsfs | 0.003 |
| pypi | hydra-core | 0.003 |
| pypi | omegaconf | 0.003 |
| pypi | torchtext | 0.003 |
| pypi | horovod | 0.003 |
| pypi | pyDeprecate | 0.003 |
| pypi | torchmetrics | 0.003 |
| pypi | tensorboard | 0.003 |
| pypi | black | 0.002 |
| pypi | moto | 0.001 |
| pypi | kaleido | 0.001 |
| pypi | fakeredis | 0.001 |
| pypi | redis | 0.001 |
| pypi | google-cloud-storage | 0.001 |
| pypi | boto3 | 0.001 |
| pypi | xgboost | 0.001 |
| pypi | tensorflow | 0.001 |
| pypi | shap | 0.001 |
| pypi | pytorch-ignite | 0.001 |
| pypi | lightning | 0.001 |
| pypi | sphinx-plotly-directive | 0.001 |
| pypi | sphinx-gallery | 0.001 |
| pypi | sphinx-copybutton | 0.001 |
| pypi | sphinx | 0.001 |
| pypi | pillow | 0.001 |
| pypi | fvcore | 0.001 |
| pypi | ase | 0.001 |
| pypi | types-tqdm | 0.001 |
| pypi | types-setuptools | 0.001 |
| pypi | types-redis | 0.001 |
| pypi | types-PyYAML | 0.001 |
| pypi | mypy-boto3-s3 | 0.001 |
| pypi | isort | 0.001 |
| pypi | blackdoc | 0.001 |
| pypi | virtualenv | 0.001 |
| pypi | asv | 0.001 |
| pypi | sqlalchemy | 0.001 |
| pypi | colorlog | 0.001 |
| pypi | alembic | 0.001 |
| pypi | xarray | 0.001 |
| pypi | pytorch-lightning | 0.001 |
| pypi | optuna | 0.001 |
Note that credit values are rounded and expanded (so shared dependencies are represented as one record) and may not add to 1.0. Rounded values that hit zero are removed.