Contents

creme 0.6.1

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Online machine learning in Python

Online machine learning in Python

Stars: 5040, Watchers: 5040, Forks: 541, Open Issues: 119

The online-ml/river repo was created 5 years ago and the last code push was 1 weeks ago.
The project is extremely popular with a mindblowing 5040 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 119 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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