https://github.com/takuti/flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms
https://github.com/takuti/flurs

data-science factorization-machines machine-learning matrix-factorization python recommender-system

Last synced: about 1 month ago
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:ocean: FluRS: A Python library for streaming recommendation algorithms

• Host: GitHub
• URL: https://github.com/takuti/flurs
• Owner: takuti
• License: mit
• Created: 2016-10-26T01:37:28.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2022-02-08T14:03:10.000Z (over 2 years ago)
• Last Synced: 2024-04-29T01:20:37.115Z (2 months ago)
• Topics: data-science, factorization-machines, machine-learning, matrix-factorization, python, recommender-system
• Language: Python
• Homepage: https://flurs.readthedocs.io/
• Size: 616 KB
• Stars: 108
• Watchers: 8
• Forks: 17
• Open Issues: 4
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

Lists

• awesome-embeddings - Flurs

README

        
FluRS: Streaming Recommendation in Python

==========================================

|Build status| |PyPI version|

.. |Build status| image:: https://github.com/takuti/flurs/actions/workflows/dryrun.yml/badge.svg

   :target: https://github.com/takuti/flurs/actions/workflows/dryrun.yml

.. |PyPI version| image:: https://badge.fury.io/py/flurs.svg

   :target: https://badge.fury.io/py/flurs

**FluRS** is a Python library for online item recommendation. The name indicates *Flu-** (Flux, Fluid, Fluent) *Recommender Systems* which incrementally adapt to dynamic user-item interactions in a streaming environment.

.. image:: https://raw.githubusercontent.com/takuti/flurs/master/doc/images/structure.png

    :width: 512 px

* `FluRS: A Library for Streaming Recommendation Algorithms `_ at `EuroSciPy 2017 `_ (`video `_)

* `FluRS: A Python Library for Online Item Recommendation | takuti.me `_

* A repository `takuti/stream-recommender `_ uses `FluRS v0.0.1 `_ to write research papers.

Installation

------------

.. code:: sh

    pip install flurs

Usage

-----

See `documentation `_ for detail.