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1evidentlyai / evidentlyEvidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.Jupyter NotebookApache-2.0 · PermissiveInsufficient rank history8,032964——2026-09-29

2deepchecks / deepchecksDeepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.PythonNOASSERTION · Restricted / unknownInsufficient rank history4,069301——2025-12-28

3NannyML / nannymlnannyml: post-deployment data science in pythonPythonApache-2.0 · PermissiveInsufficient rank history2,163217——2025-07-12

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