{"library":"nutpie","type":"library","category":null,"description":"Nutpie is a Python library designed to sample Stan or PyMC models efficiently, leveraging JAX for high-performance computation. It provides an alternative MCMC sampler for probabilistic programming models, aiming for speed and robustness. The current version is 0.16.8, and it maintains a frequent release cadence, often with minor bug fixes, dependency updates, and feature enhancements.","language":"python","status":"active","version":"0.16.8","tags":["MCMC","sampling","Bayesian inference","PyMC","JAX","probabilistic programming"],"install":[{"cmd":"pip install nutpie","imports":["from nutpie import sample"]}],"homepage":"https://pymc-devs.github.io/nutpie/","github":"https://github.com/pymc-devs/nutpie","docs":null,"changelog":null,"pypi":"https://pypi.org/project/nutpie/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":19.8,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/nutpie/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Sun Aug 02","install_tag":null}}