| Manager | Name | Credit |
|---|---|---|
| pypi | numpy | 0.193 |
| pypi | matplotlib | 0.08 |
| pypi | statsmodels | 0.074 |
| pypi | scikit-bio | 0.071 |
| pypi | pytest | 0.04 |
| pypi | six | 0.023 |
| pypi | scipy | 0.022 |
| pypi | pytz | 0.02 |
| pypi | pytest-cov | 0.017 |
| pypi | pandas | 0.017 |
| pypi | setuptools | 0.014 |
| pypi | hypothesis | 0.012 |
| pypi | python-dateutil | 0.012 |
| requirements.txt | github/theislab/scCODA | 0.01 |
| pypi | gast | 0.009 |
| pypi | absl-py | 0.009 |
| pypi | tzlocal | 0.009 |
| pypi | jinja2 | 0.009 |
| pypi | cffi | 0.009 |
| pypi | zarr | 0.008 |
| pypi | dask | 0.008 |
| pypi | packaging | 0.007 |
| pypi | tensorflow-datasets | 0.007 |
| pypi | jaxlib | 0.007 |
| pypi | jax | 0.007 |
| pypi | dm-tree | 0.007 |
| pypi | cloudpickle | 0.007 |
| pypi | decorator | 0.007 |
| pypi | typing_extensions | 0.006 |
| pypi | typing-extensions | 0.006 |
| pypi | joblib | 0.004 |
| pypi | docutils | 0.004 |
| pypi | black>=20.8b1 | 0.004 |
| pypi | setuptools_scm | 0.004 |
| pypi | importlib_metadata>=0.7 | 0.004 |
| pypi | natsort | 0.004 |
| pypi | h5py>=3 | 0.004 |
| pypi | xarray-datatree | 0.004 |
| pypi | ujson | 0.004 |
| pypi | contourpy | 0.004 |
| pypi | bokeh | 0.004 |
| pypi | netcdf4 | 0.004 |
| pypi | numba | 0.004 |
| pypi | xarray-einstats | 0.004 |
| pypi | h5netcdf | 0.004 |
| pypi | xarray | 0.004 |
| pypi | pytest-xdist | 0.003 |
| pypi | pydata_sphinx_theme | 0.003 |
| pypi | pyyaml | 0.003 |
| pypi | sphinx-design | 0.003 |
| pypi | sphinx-issues | 0.003 |
| pypi | sphinx-copybutton | 0.003 |
| pypi | sphinx | 0.003 |
| pypi | ipykernel | 0.003 |
| pypi | nbconvert | 0.003 |
| pypi | numpydoc | 0.003 |
| pypi | flit | 0.003 |
| pypi | pre-commit | 0.003 |
| pypi | pandas-stubs | 0.003 |
| pypi | mypy | 0.003 |
| pypi | flake8 | 0.003 |
| pypi | scanpy | 0.003 |
| pypi | boltons | 0.002 |
| pypi | openpyxl | 0.002 |
| pypi | sklearn | 0.002 |
| pypi | pytest-cov>=2.10 | 0.002 |
| pypi | pytest>=6.0 | 0.002 |
| pypi | loompy>=3.0.5 | 0.002 |
| pypi | scanpydoc>=0.7.3 | 0.002 |
| pypi | nbsphinx | 0.002 |
| pypi | sphinx_issues | 0.002 |
| pypi | sphinx-autodoc-typehints>=1.11.0 | 0.002 |
| pypi | sphinx-rtd-theme | 0.002 |
| pypi | sphinx>=4.1,<4.2 | 0.002 |
| pypi | packaging>=20 | 0.002 |
| pypi | scipy>1.4 | 0.002 |
| pypi | numpy>=1.16.5 | 0.002 |
| pypi | pandas>=1.1.1 | 0.002 |
| pypi | seaborn | 0.002 |
| pypi | patsy | 0.002 |
| pypi | filelock | 0.002 |
| pypi | setproctitle | 0.002 |
| pypi | psutil | 0.002 |
| pypi | pytest-forked | 0.002 |
| pypi | execnet | 0.002 |
| pypi | nvidia-nvjitlink-cu12 | 0.002 |
| pypi | nvidia-nccl-cu12 | 0.002 |
| pypi | nvidia-cusparse-cu12 | 0.002 |
| pypi | nvidia-cusolver-cu12 | 0.002 |
| pypi | nvidia-curand-cu12 | 0.002 |
| pypi | nvidia-cufft-cu12 | 0.002 |
| pypi | nvidia-cudnn-cu12 | 0.002 |
| pypi | nvidia-cuda-runtime-cu12 | 0.002 |
| pypi | nvidia-cuda-nvrtc-cu12 | 0.002 |
| pypi | nvidia-cuda-nvcc-cu12 | 0.002 |
| pypi | nvidia-cuda-cupti-cu12 | 0.002 |
| pypi | nvidia-cublas-cu12 | 0.002 |
| pypi | tensorflow-io-gcs-filesystem | 0.002 |
| pypi | tensorflow-intel | 0.002 |
| pypi | tensorflow-cpu-aws | 0.002 |
| pypi | keras-nightly | 0.002 |
| pypi | tf-estimator-nightly | 0.002 |
| pypi | tb-nightly | 0.002 |
| pypi | grpcio | 0.002 |
| pypi | wrapt | 0.002 |
| pypi | termcolor | 0.002 |
| pypi | requests | 0.002 |
| pypi | protobuf | 0.002 |
| pypi | opt-einsum | 0.002 |
| pypi | ml-dtypes | 0.002 |
| pypi | libclang | 0.002 |
| pypi | h5py | 0.002 |
| pypi | google-pasta | 0.002 |
| pypi | flatbuffers | 0.002 |
| pypi | astunparse | 0.002 |
| pypi | profimp | 0.001 |
| pypi | zappy | 0.001 |
| pypi | fsspec | 0.001 |
| pypi | pytest-nunit | 0.001 |
| pypi | pytest>=4.4 | 0.001 |
| pypi | scikit-misc>=0.1.3 | 0.001 |
| pypi | scrublet | 0.001 |
| pypi | scanorama | 0.001 |
| pypi | cugraph>=0.9 | 0.001 |
| pypi | cuml>=0.9 | 0.001 |
| pypi | cudf>=0.9 | 0.001 |
| pypi | magic-impute>=2.0 | 0.001 |
| pypi | louvain>=0.6,!=0.6.2 | 0.001 |
| pypi | leidenalg | 0.001 |
| pypi | harmonypy | 0.001 |
| pypi | myst-parser | 0.001 |
| pypi | python-igraph | 0.001 |
| pypi | scanpydoc | 0.001 |
| pypi | sphinx-rtd-theme>=1.0 | 0.001 |
| pypi | sphinx>=4.4 | 0.001 |
| pypi | bbknn | 0.001 |
| pypi | session-info | 0.001 |
| pypi | umap-learn>=0.3.10 | 0.001 |
| pypi | numba>=0.41.0 | 0.001 |
| pypi | networkx>=2.3 | 0.001 |
| pypi | statsmodels>=0.10.0rc2 | 0.001 |
| pypi | scikit-learn>=0.22 | 0.001 |
| pypi | flit_core | 0.001 |
| pypi | tqdm | 0.001 |
| pypi | scipy>=1.4 | 0.001 |
| pypi | pandas>=1.0 | 0.001 |
| pypi | matplotlib>=3.4 | 0.001 |
| pypi | numpy>=1.17.0 | 0.001 |
| pypi | anndata>=0.7.4 | 0.001 |
| pypi | tensorflow | 0.001 |
| pypi | tensorflow-probability | 0.001 |
| pypi | arviz | 0.001 |
| pypi | anndata | 0.001 |
| pypi | rpy2 | 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.