{"library":"pykalman","type":"library","category":null,"description":"PyKalman is an active Python library providing robust implementations of the Kalman Filter, Kalman Smoother, and the Expectation-Maximization (EM) algorithm. It is designed for state estimation in linear dynamical systems and parameter learning, with recent updates ensuring compatibility with modern Python and NumPy versions. The library maintains a steady release cadence with regular bug fixes and maintenance updates.","language":"python","status":"active","version":"0.11.2","tags":["kalman filter","time series","state estimation","signal processing","machine learning","filtering","smoothing"],"install":[{"cmd":"pip install pykalman","imports":["from pykalman import KalmanFilter","from pykalman import UnscentedKalmanFilter"]}],"homepage":null,"github":"https://github.com/pykalman/pykalman","docs":"https://pykalman.readthedocs.io/en/latest/","changelog":null,"pypi":"https://pypi.org/project/pykalman/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":7.6,"avg_import_s":1.38,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pykalman/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}