{"library":"pymc-marketing","type":"library","category":null,"description":"A Python library for marketing statistical models built on top of PyMC. It provides Bayesian approaches to marketing mix modeling (MMM), customer lifetime value (CLV), and other marketing analytics. Current version 0.19.3, requires Python >=3.12. Released under active development with frequent updates.","language":"python","status":"active","version":"0.19.3","tags":["marketing","bayesian","pymc","mmm","clv"],"install":[{"cmd":"pip install pymc-marketing","imports":["from pymc_marketing.mmm import MMM","from pymc_marketing.clv import CLVModel"]},{"cmd":"pip install 'pymc-marketing[all]'","imports":[]}],"homepage":"https://www.pymc-marketing.io","github":"https://github.com/pymc-labs/pymc-marketing","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pymc-marketing/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":29.1,"avg_import_s":12.32,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pymc-marketing/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Wed Jul 29","install_tag":null}}