| Manager | Name | Credit |
|---|---|---|
| pypi | numpy | 0.174 |
| pypi | matplotlib | 0.098 |
| pypi | joblib | 0.069 |
| pypi | shap | 0.066 |
| pypi | wget | 0.066 |
| pypi | mpmath | 0.065 |
| pypi | colorama | 0.043 |
| pypi | pandas | 0.033 |
| pypi | scipy | 0.031 |
| pypi | pytest | 0.021 |
| pypi | pytest-xdist | 0.011 |
| pypi | hypothesis | 0.011 |
| pypi | pytz | 0.011 |
| pypi | python-dateutil | 0.011 |
| pypi | ipywidgets | 0.01 |
| setup.py | github/ImperialCollegeLondon/hcga | 0.01 |
| pypi | importlib-resources | 0.01 |
| pypi | pytest-cov | 0.008 |
| pypi | sphinx | 0.008 |
| pypi | slack-sdk | 0.008 |
| pypi | wheel | 0.008 |
| pypi | twine | 0.008 |
| pypi | py-make | 0.008 |
| pypi | scikit-learn | 0.008 |
| pypi | graphviz | 0.007 |
| pypi | datatable | 0.007 |
| pypi | distributed | 0.007 |
| pypi | dask | 0.007 |
| pypi | numpydoc | 0.006 |
| pypi | sphinx-gallery | 0.006 |
| pypi | mypy | 0.006 |
| pypi | black | 0.005 |
| pypi | sympy | 0.004 |
| pypi | seaborn | 0.004 |
| pypi | codecov | 0.003 |
| pypi | pydot | 0.003 |
| pypi | pygraphviz | 0.003 |
| pypi | lxml | 0.003 |
| pypi | texext | 0.003 |
| pypi | nb2plots | 0.003 |
| pypi | pillow | 0.003 |
| pypi | pydata-sphinx-theme | 0.003 |
| pypi | pre-commit | 0.003 |
| pypi | pyamg | 0.003 |
| pypi | flake8 | 0.003 |
| pypi | sphinxext-opengraph | 0.003 |
| pypi | sphinx-prompt | 0.003 |
| pypi | Pillow | 0.003 |
| pypi | scikit-image | 0.003 |
| pypi | memory-profiler | 0.003 |
| pypi | threadpoolctl | 0.003 |
| pypi | trio | 0.002 |
| pypi | curio | 0.002 |
| pypi | testpath | 0.002 |
| pypi | pytest-asyncio | 0.002 |
| pypi | qtconsole | 0.002 |
| pypi | ipyparallel | 0.002 |
| pypi | notebook | 0.002 |
| pypi | nbformat | 0.002 |
| pypi | nbconvert | 0.002 |
| pypi | ipykernel | 0.002 |
| pypi | Sphinx | 0.002 |
| pypi | appnope | 0.002 |
| pypi | pexpect | 0.002 |
| pypi | traitlets | 0.002 |
| pypi | stack-data | 0.002 |
| pypi | setuptools | 0.002 |
| pypi | pygments | 0.002 |
| pypi | prompt-toolkit | 0.002 |
| pypi | pickleshare | 0.002 |
| pypi | matplotlib-inline | 0.002 |
| pypi | jedi | 0.002 |
| pypi | decorator | 0.002 |
| pypi | backcall | 0.002 |
| pypi | pytest-mypy | 0.002 |
| pypi | pytest-black | 0.002 |
| pypi | pytest-perf | 0.002 |
| pypi | flufl.flake8 | 0.002 |
| pypi | pyfakefs | 0.002 |
| pypi | packaging | 0.002 |
| pypi | pytest-enabler | 0.002 |
| pypi | pytest-flake8 | 0.002 |
| pypi | pytest-checkdocs | 0.002 |
| pypi | ipython | 0.002 |
| pypi | rst.linker | 0.002 |
| pypi | jaraco.packaging | 0.002 |
| pypi | typing-extensions | 0.002 |
| pypi | zipp | 0.002 |
| pypi | win-inet-pton | 0.001 |
| pypi | PySocks | 0.001 |
| pypi | charset-normalizer | 0.001 |
| pypi | idna | 0.001 |
| pypi | chardet | 0.001 |
| pypi | certifi | 0.001 |
| pypi | urllib3 | 0.001 |
| pypi | click | 0.001 |
| pypi | tqdm | 0.001 |
| pypi | networkx | 0.001 |
| pypi | IPython | 0.001 |
| pypi | xgboost | 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.