interpret-core0.6.12
interpret-core0.6.12
Published
Fit interpretable models. Explain blackbox machine learning.
pip install interpret-core
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Requires Python
Dependencies
- numpy
>=1.25 - pandas
>=0.19.2 - scikit-learn
>=0.18.1 - joblib
>=0.11 - psutil
>=5.6.2; extra == "debug" - ipykernel
>=4.10.0; extra == "notebook" - ipython
>=5.5.0; extra == "notebook" - plotly
>=3.8.1; extra == "plotly" - Xlsxwriter
>=3.0.1; extra == "excel" - dotsi
>=0.0.3; extra == "excel" - seaborn
>=0.13.2; extra == "excel" - matplotlib
>=3.9.1; extra == "excel" - lime
>=0.1.1.33; extra == "lime" - SALib
>=1.3.3; extra == "sensitivity" - shap
>=0.28.5; extra == "shap" - dill
>=0.2.5; extra == "shap" - skope-rules
>=1.0.1; extra == "skoperules" - treeinterpreter
>=0.2.2; extra == "treeinterpreter" - aplr
>=10.6.1; extra == "aplr" - dash
<3.0.0,>=2.0.0; extra == "dash" - dash-cytoscape
>=0.1.1; extra == "dash" - gevent
>=1.3.6; extra == "dash" - requests
>=2.19.0; extra == "dash" - scipy
>=0.18.1; extra == "testing" - scikit-learn
>=1.0.0; extra == "testing" - pytest
>=4.3.0; extra == "testing" - pytest-runner
>=4.4; extra == "testing" - pytest-xdist
>=1.29; extra == "testing" - nbconvert
>=5.4.1; extra == "testing" - selenium
>=3.141.0; extra == "testing" - pytest-cov
>=2.6.1; extra == "testing" - ruff
>=0.1.2; extra == "testing" - jupyter
>=1.0.0; extra == "testing" - ipywidgets
>=7.4.2; extra == "testing"