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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
Categories
Machine LearningLicense
BSD LicenseFollow River ML
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