{"library":"pygam","type":"library","category":null,"description":"pyGAM is a Python library for building Generalized Additive Models (GAMs), emphasizing modularity and performance. It extends generalized linear models by allowing non-linear functions of features using penalized B-splines while maintaining additivity, making models both flexible and interpretable. The current stable version is 0.12.0. It is actively maintained with a focus on compatibility and contributions are welcome.","language":"python","status":"active","version":"0.12.0","tags":["machine-learning","statistical-modeling","generalized-additive-models","GAMs","splines","interpretable-ai"],"install":[{"cmd":"pip install pygam","imports":["from pygam import LinearGAM","from pygam import LogisticGAM","from pygam import PoissonGAM","from pygam import s","from pygam import f","from pygam import te"]}],"homepage":"https://pygam.readthedocs.io","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/pygam/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":7.4,"avg_import_s":2.25,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pygam/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}