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evidentlyai / evidently

Evidently 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.

★ 8.0k Jupyter Notebook 21d ago
unionai-oss / pandera

A light-weight, flexible, and expressive statistical data testing library

★ 4.5k Python today
pyeve / cerberus

Lightweight, extensible data validation library for Python

★ 3.3k Python 19d ago
sodadata / soda-core

Data Contracts engine for the modern data stack. https://www.soda.io

★ 2.4k Python today
MigoXLab / dingo

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool