River ML

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

Project Activity

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License

BSD License

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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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