{"name":"py314-eli5","portdir":"python/py-eli5","version":"0.16.0","license":"MIT","platforms":"{darwin any}","epoch":0,"replaced_by":null,"homepage":"https://github.com/eli5-org/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":true,"categories":["math","python"],"maintainers":[],"variants":[],"dependencies":[{"type":"build","ports":["clang-18","py314-build","py314-installer","py314-setuptools","py314-wheel"]},{"type":"lib","ports":["py314-tabulate","python314","py314-scikit-learn","py314-graphviz","py314-attrs","py314-numpy","py314-scipy","py314-jinja2"]}],"depends_on":[{"type":"lib","ports":["py-eli5"]}]}