| Manager | Name | Credit |
|---|---|---|
| pypi | numpy | 0.17 |
| pypi | matplotlib | 0.089 |
| pypi | dot2tex | 0.068 |
| pypi | joblib | 0.068 |
| pypi | statsmodels | 0.068 |
| pypi | pingouin | 0.062 |
| pypi | scipy | 0.037 |
| pypi | pytest | 0.027 |
| pypi | sphinx | 0.027 |
| pypi | pandas | 0.022 |
| pypi | pytest-cov | 0.02 |
| pypi | progressbar2 | 0.015 |
| pypi | future | 0.015 |
| pypi | jinja2 | 0.013 |
| pypi | twine | 0.012 |
| pypi | wheel | 0.012 |
| pypi | Jinja2 | 0.012 |
| pypi | pytest-xdist | 0.01 |
| pypi | hypothesis | 0.01 |
| pypi | pytz | 0.01 |
| pypi | python-dateutil | 0.01 |
| pypi | nbformat | 0.01 |
| pypi | traitlets | 0.01 |
| pypi | nbconvert | 0.01 |
| pypi | docutils | 0.01 |
| requirements.txt | github/pni-lab/mlconfound | 0.01 |
| pypi | requests | 0.008 |
| pypi | slack-sdk | 0.008 |
| pypi | ipywidgets | 0.008 |
| pypi | py-make | 0.008 |
| pypi | importlib-resources | 0.008 |
| pypi | colorama | 0.008 |
| pypi | graphviz | 0.007 |
| pypi | seaborn | 0.007 |
| pypi | pygam | 0.007 |
| pypi | tqdm | 0.007 |
| pypi | mock | 0.005 |
| pypi | pytest-mock | 0.005 |
| pypi | sphinx-rtd-theme | 0.005 |
| pypi | sphinx-autodoc-typehints | 0.005 |
| pypi | pep8-naming | 0.005 |
| pypi | flake8 | 0.005 |
| pypi | tox | 0.005 |
| pypi | tomli | 0.005 |
| pypi | coverage | 0.003 |
| pypi | sphinx-pytest | 0.003 |
| pypi | pytest-param-files~=0.3.4 | 0.003 |
| pypi | pytest-regressions | 0.003 |
| pypi | pytest>=6,<7 | 0.003 |
| pypi | beautifulsoup4 | 0.003 |
| pypi | sphinxext-opengraph~=0.6.3 | 0.003 |
| pypi | sphinxcontrib.mermaid~=0.7.1 | 0.003 |
| pypi | sphinxext-rediraffe~=0.2.7 | 0.003 |
| pypi | sphinx-design | 0.003 |
| pypi | sphinx-book-theme | 0.003 |
| pypi | ipython | 0.003 |
| pypi | linkify-it-py~=1.0 | 0.003 |
| pypi | pre-commit~=2.12 | 0.003 |
| pypi | typing-extensions | 0.003 |
| pypi | sphinx>=4,<6 | 0.003 |
| pypi | pyyaml | 0.003 |
| pypi | mdit-py-plugins~=0.3.0 | 0.003 |
| pypi | markdown-it-py>=1.0.0,<3.0.0 | 0.003 |
| pypi | docutils>=0.15,<0.19 | 0.003 |
| pypi | myst-parser | 0.001 |
| pypi | numpydoc | 0.001 |
| pypi | nbsphinx | 0.001 |
| pypi | mlconfound | 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.