creme 0.6.1

Online machine learning in Python

Stars: 5717, Watchers: 5717, Forks: 606, Open Issues: 115

The online-ml/river repo was created 7 years ago and the last code push was 1 weeks ago.
The project is extremely popular with a mindblowing 5717 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

Related Packages

Errors

A list of common creme errors.

Code Examples

Here are some creme code examples and snippets.

GitHub Issues

The creme package has 115 open issues on GitHub

• DBSTREAM incorrect labelling of noisy micro-clusters
• Add decomposition methods OnlineSVD, OnlinePCA, OnlineDMD/wC + Hankelizer
• KL-UCB
• SplineTransformer
• Make scalers support rolling
• Incremental Gaussian Processes
• WoW dataset
• Azure predictive maintenance dataset
• Toy datasets like stream-learn
• Add BETH dataset
• ImportError: cannot import name 'forest' from 'river'
• Getting RecursionError when attempting to Pickle model
• Use shelve module to store model ensembles
• Hyperparameter Tuning
• Installation error in Raspbian OS

See more issues on GitHub