{"library":"interpret-community","type":"library","category":null,"description":"Microsoft Interpret Extensions SDK for Python – provides a unified API for model interpretability including SHAP, LIME, and surrogate explainers. Current version: 0.32.0. Release cadence: irregular, ~2-4 per year.","language":"python","status":"active","version":"0.32.0","tags":["interpretability","explainability","SHAP","LIME","machine-learning"],"last_verified":"Fri May 01","install":[{"cmd":"pip install interpret-community","imports":["from interpret.ext.blackbox import TabularExplainer","from interpret.ext.blackbox import MimicExplainer"]}],"homepage":null,"github":"https://github.com/interpretml/interpret-community","docs":null,"changelog":null,"pypi":"https://pypi.org/project/interpret-community/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}