River is a Python library for online machine learning. It aims to be the most user-friendly library for doing machine learning on streaming data. River is the result of a merger between creme and scikit-multiflow.

Features

  • Linear models, with a wide array of optimizers
  • Decision trees and random forests
  • (Approximate) nearest neighbors
  • Anomaly detection
  • Recommender systems
  • Factorization machines
  • Time series forecasting
  • Bagging/boosting/stacking
  • Feature extraction and selection

Project Samples

River ML Screenshot 1

Project Activity

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Categories

Machine Learning

License

BSD License

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River ML Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-01
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