{"library":"pymc","type":"library","category":null,"description":"PyMC is the current Python library for probabilistic programming, focusing on Bayesian statistical modeling and inference. It is the active successor to the deprecated `pymc3` library. PyMC allows users to build and analyze complex statistical models using an intuitive syntax, leveraging PyTensor (a re-engineered Theano) as its computational backend. The library is actively developed, with its current major version being 5.x, and receives frequent minor updates with bugfixes and new features.","language":"python","status":"active","version":"5.28.4","tags":["bayesian","probabilistic programming","mcmc","statistical modeling","theano","pytensor"],"install":[{"cmd":"pip install pymc","imports":["import pymc as pm","from pymc import Model"]},{"cmd":"pip install pymc3","imports":[]}],"homepage":"https://www.pymc.io","github":"http://github.com/pymc-devs/pymc","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pymc/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":23.6,"avg_import_s":7.39,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pymc/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}