Contents

creme 0.6.1

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Online machine learning in Python

Online machine learning in Python

Stars: 4749, Watchers: 4749, Forks: 520, Open Issues: 109

The online-ml/river repo was created 5 years ago and the last code push was Yesterday.
The project is very popular with an impressive 4749 github stars!

How to Install creme

You can install creme using pip

pip install creme

or add it to a project with poetry

poetry add creme

Package Details

Author
Max Halford
License
BSD-3
Homepage
https://github.com/creme-ml/creme
PyPi:
https://pypi.org/project/creme/
GitHub Repo:
https://github.com/creme-ml/creme

Classifiers

No  creme  pypi packages just yet.

Errors

A list of common creme errors.

Code Examples

Here are some creme code examples and snippets.

GitHub Issues

The creme package has 109 open issues on GitHub

  • [WIP] Feature/ online ordinal encoder
  • Fix stateless inference for transformer-only pipelines.
  • Stateless inference for the last pipeline step
  • ARF background models training with poisson(6)
  • Problem with reclustering in DBSTREAM
  • Nearest neighbor search in DBSTREAM
  • MLP Binary Classifier implemented
  • Added TCPD benchmark, BOCPD, WATCH, ECDAS methods
  • EFDT debug_one sometimes doesn't work
  • Type-check KNNR targets
  • Ilof pietro
  • Add of Online Hierarchical Clustering

See more issues on GitHub

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