{"library":"river","type":"library","category":null,"description":"River is a Python library for online machine learning, stream processing, and incremental learning. It provides a comprehensive set of estimators, transformers, and metrics that process data one sample at a time, with built-in drift detection and model evaluation. Current version 0.24.2, released irregularly (several releases per year).","language":"python","status":"active","version":"0.24.2","tags":["online-machine-learning","streaming","incremental-learning","drift-detection"],"install":[{"cmd":"pip install river","imports":["from river import metrics","from river import linear_model"]}],"homepage":"https://riverml.xyz/","github":"https://github.com/online-ml/river","docs":null,"changelog":null,"pypi":"https://pypi.org/project/river/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":10.4,"avg_import_s":2.99,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/river/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}