{"name":"py36-eli5","portdir":"python/py-eli5","version":"0.10.1","license":"MIT","platforms":"darwin","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":["universal"],"dependencies":[{"type":"build","ports":["clang-9.0","py36-setuptools"]},{"type":"lib","ports":["py36-graphviz","py36-jinja2","py36-numpy","python36","py36-scipy","py36-six","py36-tabulate","py36-scikit-learn","py36-attrs"]}],"depends_on":[]}