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river

🌊 Online machine learning in Python

alibi-detect

Algorithms for outlier, adversarial and drift detection

creme

🌊 Online machine learning in Python

frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

calm-data-generator

CALM-Data-Generator is a comprehensive Python library for synthetic data generation with advanced features

menelaus

Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.

octopus-ml

A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.

cinnamon

CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system

driftlens

Drift-Lens: an Unsupervised Drift Detection Framework for Deep Learning Classifiers on Unstructured Data