online-ml

license

BSD-3-Clause(OSI)

source

public(github.com/online-ml/river)

core features withheld

no — community project

BSD-3-Clause and built from the public repository, maintained by its contributors with no company selling an edition.

• https://pypi.org/pypi/river/json recorded 2026-09-27

  PyPI record for river 0.26.1, uploaded 2026-08-21, license BSD-3-Clause, Repository github.com/online-ml/river.

• https://raw.githubusercontent.com/online-ml/river/main/LICENSE recorded 2026-09-27

  LICENSE is the "BSD 3-Clause License", "Copyright (c) 2020, the river developers".

• https://raw.githubusercontent.com/online-ml/river/main/README.md recorded 2026-09-27

  README: "River is a Python library for online machine learning."; "River is the result of a merger between creme and scikit-multiflow."; no paid tier or commercial edition mentioned.

• https://ungh.cc/repos/online-ml/river/files/main recorded 2026-09-27

  Repository tree of 797 paths with no ee, enterprise, commercial or pro directory.

Measured on monthly PyPI downloads of the river package.

• https://pypistats.org/api/packages/river/recent recorded 2026-09-27

  last_month 155,134 downloads of river

River is to streaming data what scikit-learn is to fixed datasets, a broad catalog of learners and the tools to evaluate them, and it goes as far as picking among candidate models online. Designing the candidates is still left to the user.

• https://riverml.xyz/latest/api/overview/ recorded 2026-09-27

  API overview modules include anomaly, bandit, cluster, drift, ensemble, forest, linear_model, model_selection, naive_bayes, neighbors, reco, time_series and tree; "Model selection can be used for tuning the hyperparameters of a model."