Online & Streaming Machine Learning

Frameworks like River and scikit-multiflow for incremental learning, concept-drift detection, and one-sample-at-a-time model updates on streaming data.

3 projects

See methodology for ranking rules; order uses public GitHub metrics within this scenario.

1–3 of 3

Rank Project Stars Forks
1 river

🌊 Online machine learning in Python

6.0K 685
2 bytewax

Python Stream Processing

2.0K 111
3 avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

2.1K 320