{"name":"py39-eli5","portdir":"python/py-eli5","version":"0.10.1","license":"MIT","platforms":"{darwin any}","epoch":0,"replaced_by":null,"homepage":"https://github.com/TeamHG-Memex/eli5","description":"A library for debugging/inspecting machine learning classifiers and explaining their predictions","long_description":"A library for debugging/inspecting machine learning classifiers and explaining their predictions. It provides support for the following machine learning frameworks and packages: scikit-learn, Keras, xgboost, LightGBM, CatBoost, lightning, and sklearn-crfsuite. ELI5 also implements several algorithms for inspecting black-box models: TextExplainer and Permutation.","active":false,"categories":["math","python"],"maintainers":[],"variants":[],"dependencies":[{"type":"build","ports":["py39-setuptools","py39-wheel","py39-build","py39-installer","clang-17"]},{"type":"lib","ports":["py39-scikit-learn","py39-scipy","python39","py39-tabulate","py39-six","py39-attrs","py39-graphviz","py39-jinja2","py39-numpy"]}],"depends_on":[]}