| Manager | Name | Credit |
|---|---|---|
| pypi | numpy | 0.348 |
| pypi | tensorflow_probability | 0.165 |
| pypi | scipy | 0.014 |
| pypi | pytest | 0.012 |
| pypi | matplotlib | 0.012 |
| requirements.txt | github/htjb/margarine | 0.01 |
| pypi | six | 0.01 |
| pypi | pandas | 0.009 |
| pypi | keras | 0.008 |
| pypi | tf-estimator-nightly | 0.008 |
| pypi | tensorboard | 0.008 |
| pypi | wrapt | 0.008 |
| pypi | typing-extensions | 0.008 |
| pypi | termcolor | 0.008 |
| pypi | setuptools | 0.008 |
| pypi | protobuf | 0.008 |
| pypi | opt-einsum | 0.008 |
| pypi | libclang | 0.008 |
| pypi | keras-preprocessing | 0.008 |
| pypi | h5py | 0.008 |
| pypi | google-pasta | 0.008 |
| pypi | gast | 0.008 |
| pypi | flatbuffers | 0.008 |
| pypi | astunparse | 0.008 |
| pypi | absl-py | 0.008 |
| pypi | pyamg | 0.008 |
| pypi | mypy | 0.008 |
| pypi | black | 0.008 |
| pypi | flake8 | 0.008 |
| pypi | pytest-cov | 0.008 |
| pypi | sphinxext-opengraph | 0.008 |
| pypi | sphinx-prompt | 0.008 |
| pypi | Pillow | 0.008 |
| pypi | numpydoc | 0.008 |
| pypi | sphinx-gallery | 0.008 |
| pypi | sphinx | 0.008 |
| pypi | seaborn | 0.008 |
| pypi | scikit-image | 0.008 |
| pypi | memory-profiler | 0.008 |
| pypi | threadpoolctl | 0.008 |
| pypi | joblib | 0.008 |
| pypi | zstandard | 0.004 |
| pypi | xlsxwriter | 0.004 |
| pypi | xlrd | 0.004 |
| pypi | xarray | 0.004 |
| pypi | tabulate | 0.004 |
| pypi | tables | 0.004 |
| pypi | SQLAlchemy | 0.004 |
| pypi | s3fs | 0.004 |
| pypi | qtpy | 0.004 |
| pypi | pyxlsb | 0.004 |
| pypi | python-snappy | 0.004 |
| pypi | pytest-asyncio | 0.004 |
| pypi | pytest-xdist | 0.004 |
| pypi | pyreadstat | 0.004 |
| pypi | PyQt5 | 0.004 |
| pypi | pymysql | 0.004 |
| pypi | pyarrow | 0.004 |
| pypi | psycopg2 | 0.004 |
| pypi | pandas-gbq | 0.004 |
| pypi | openpyxl | 0.004 |
| pypi | odfpy | 0.004 |
| pypi | numexpr | 0.004 |
| pypi | numba | 0.004 |
| pypi | lxml | 0.004 |
| pypi | jinja2 | 0.004 |
| pypi | hypothesis | 0.004 |
| pypi | html5lib | 0.004 |
| pypi | gcsfs | 0.004 |
| pypi | fsspec | 0.004 |
| pypi | fastparquet | 0.004 |
| pypi | brotlipy | 0.004 |
| pypi | bottleneck | 0.004 |
| pypi | beautifulsoup4 | 0.004 |
| pypi | tzdata | 0.004 |
| pypi | pytz | 0.004 |
| pypi | python-dateutil | 0.004 |
| pypi | tensorflow | 0.003 |
| pypi | grpcio-tools | 0.002 |
| pypi | enum34 | 0.002 |
| pypi | futures | 0.002 |
| pypi | scikit-learn | 0.002 |
| pypi | tensorflow-rocm | 0.002 |
| pypi | tensorflow-gpu | 0.002 |
| pypi | tensorflow-cpu | 0.002 |
| pypi | tensorflow-aarch64 | 0.002 |
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.