{"name":"py37-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":["py37-setuptools","clang-14"]},{"type":"lib","ports":["py37-graphviz","py37-jinja2","py37-numpy","python37","py37-scipy","py37-six","py37-tabulate","py37-scikit-learn","py37-attrs"]}],"depends_on":[]}