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benfred / implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Why this job: works in the areas we cover, but does not say which job it does

What it does

This project provides fast Python implementations of several different popular recommendation algorithms for implicit feedback datasets:

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Inactive
Last commit 6 months ago
Stars
3,841
+4 this week
Licence
MIT
Allows business use
Downloads for
2 systems
Mac, Linux
Latest version
v0.7.3
Released 6 months ago
Built with
Python
60% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
82% closed
90 still open
Pull requests
211 merged
10 waiting
Releases
8
1 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: download files, languages, topics and project record

Download files, v0.7.3

  • Mac18 files, 829 downloads
  • Linux12 files, 600 downloads

All files on GitHub (opens in new tab)

Languages

  • Python 60%
  • Cython 23%
  • Cuda 11%
  • C++ 4%

Topics

  • collaborative-filtering
  • machine-learning
  • matrix-factorization
  • recommender-system
  • recommendation-system
  • recommendation

Project record

  • JobOther AI tools
  • StatusListed
  • Commits453
  • Forks636
  • Watching73
  • Stars in 28 days+13
  • CreatedApr 17, 2016
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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