1.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.
+610 stars
from 7,419 · score 6.42
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2.deepchecks / deepchecks
Deepchecks: 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.
+73 stars
from 3,996 · score 4.30
3.SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
+46 stars
from 2,508 · score 3.85
4.VectorInstitute / cyclopsArchived
A toolkit for evaluating and monitoring AI models in clinical settings
+6 stars
from 91 · score 1.95