lightfm 1.17

LightFM recommendation model

Stars: 4740, Watchers: 4740, Forks: 692, Open Issues: 157

The lyst/lightfm repo was created 9 years ago and the last code push was 2 months ago.
The project is very popular with an impressive 4740 github stars!

How to Install lightfm

You can install lightfm using pip

pip install lightfm

or add it to a project with poetry

poetry add lightfm

Package Details

Author

Lyst Ltd (Maciej Kula)

License

MIT

Homepage

https://github.com/lyst/lightfm

PyPi:

https://pypi.org/project/lightfm/

GitHub Repo:

https://github.com/lyst/lightfm

Classifiers

• Scientific/Engineering/Artificial Intelligence

Related Packages

Errors

A list of common lightfm errors.

Code Examples

Here are some lightfm code examples and snippets.

GitHub Issues

The lightfm package has 157 open issues on GitHub

• Evaluating lightfm models for some items only
• Provide access to average loss values from each epoch
• Broken installation from pip on Mac M1 (with miniconda)
• Data Splitting Strategies besides Random Split
• Cannot run predictions in batches
• Item id 5863.0 not in item id mapping. Make sure you call the fit method
• What's a good way to "weight" the importance of item/user features in LightFM?

See more issues on GitHub