{"library":"causal-learn","type":"library","category":null,"description":"Causal-learn is a Python library for causal inference, providing various algorithms for causal discovery (identifying causal relationships from observational data) and causal effect estimation. It is part of the Py-Why project and aims to be a comprehensive toolkit for causality. The current version is 0.1.4.5, with frequent patch releases addressing bug fixes and minor enhancements.","language":"python","status":"active","version":"0.1.4.5","tags":["causal inference","causality","machine learning","statistics","graphical models","causal discovery"],"last_verified":"Tue May 26","install":[{"cmd":"pip install causal-learn","imports":["from causallearn.search.ConstraintBased.PC import pc","from causallearn.search.ScoreBased.GES import ges","from causallearn.utils.cit import chisq"]}],"homepage":null,"github":"https://github.com/py-why/causal-learn","docs":null,"changelog":null,"pypi":"https://pypi.org/project/causal-learn/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":21.2,"avg_import_s":6.25,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/causal-learn/compatibility"}}