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online-ml / river

🌊 Online machine learning in Python

Why this job: works in the areas we cover, but does not say which job it does

What it does

  • Linear models, with a wide array of optimizers
  • Decision trees and random forests

Get started

pip install river
Maintenance
Active
Last commit 2 days ago
Stars
6,146
+5 this week
Licence
BSD-3-Clause
Allows business use
Downloads for
None listed
No release files
Latest version
0.26.1
Released 2 months ago
Built with
Python
91% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
92% closed
54 still open
Pull requests
772 merged
29 waiting
Releases
24
7 in the last year

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More: languages, topics and project record

Languages

  • Python 91%
  • Rust 9%
  • Makefile <1%

Topics

  • incremental-learning
  • machine-learning
  • python
  • online-learning
  • online-statistics
  • data-science
  • streaming
  • online-machine-learning
  • streaming-data
  • concept-drift
  • real-time-processing
  • stream-processing

Project record

  • JobOther AI tools
  • StatusListed
  • Commits4,328
  • Forks837
  • Watching80
  • Stars in 28 days+32
  • CreatedJan 24, 2019
  • First seen by usNov 7, 2026
  • CheckedNov 11, 2026

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