{"library":"interpret-core","type":"library","category":null,"description":"Interpret-Core is the minimal dependency core system for the InterpretML library, providing tools to fit inherently interpretable models like Explainable Boosting Machines (EBMs) and explain black-box machine learning models. It is currently at version 0.7.8 and maintains an active release cadence with frequent updates.","language":"python","status":"active","version":"0.7.8","tags":["machine learning","interpretability","XAI","explainable AI","EBM","glassbox models","model explanation"],"last_verified":"Fri May 22","install":[{"cmd":"pip install interpret-core","imports":["from interpret.glassbox import ExplainableBoostingClassifier","from interpret.glassbox import ExplainableBoostingRegressor","from interpret import show"]},{"cmd":"pip install interpret-core[required,ebm,plotly,dash]","imports":[]}],"homepage":"https://interpret.ml","github":"https://github.com/interpretml/interpret","docs":null,"changelog":null,"pypi":"https://pypi.org/project/interpret-core/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":45,"avg_install_s":17.1,"avg_import_s":4.74,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/interpret-core/compatibility"}}