{"library":"evidently","type":"library","category":null,"description":"Evidently is an open-source Python library (currently v0.7.21) for evaluating, testing, and monitoring machine learning and LLM systems in production. It offers 100+ built-in metrics to detect data drift, model performance issues, data quality problems, and LLM-specific evaluations. The library is actively developed with frequent releases, providing both an open-source framework for offline evaluations and a UI for continuous monitoring, with additional features available through Evidently Cloud.","language":"python","status":"active","version":"0.7.21","tags":["machine learning","mlops","monitoring","data drift","model drift","llm","observability","data quality","python"],"last_verified":"Fri May 22","install":[{"cmd":"pip install evidently","imports":["from evidently.report import Report","from evidently.metric_preset import DataDriftPreset","from evidently.core.datasets import Dataset","from evidently.core.data_definition import DataDefinition"]}],"homepage":"https://evidentlyai.com","github":"https://github.com/evidentlyai/evidently","docs":null,"changelog":null,"pypi":"https://pypi.org/project/evidently/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":39.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/evidently/compatibility"}}