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evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework to evaluate, test, and monitor AI-powered systems.

7.3K
Active
Jupyter Notebook
MLOps
Data Validation
Jupyter Notebook
#data-quality#data-validation#model-monitoring

deepchecks/deepchecks

Deepchecks is an open-source solution for thorough testing of ML models and data from research to production.

4.0K
Stable
Python
ML Ops
Data Validation
Python
#machine-learning#data-validation#model-monitoring

SeldonIO/alibi-detect

Detects anomalies and drift in data with algorithms for outlier, adversarial, and concept-drift detection.

2.5K
Stable
Jupyter Notebook
Jupyter Notebook
#anomaly-detection#drift-detection#outlier-detection

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