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This page shows the Star History and the facts of 2 to 5 repositories in the Repository Index, side by side. You choose the repositories. The page does not rank them.

Stars gained: From Apr 26, 2026 to Nov 5, 2026, each from zeroStars gainedFrom Apr 26, 2026 to Nov 5, 2026, each from zero01KApr 26Nov 5, 2026lyst/lightfmd2l-ai/d2l-enrecommenders-team/recommendersbenfred/implicitcatalyst-team/catalyst
Stars: The star count at the end of each dayStarsThe star count at the end of each day20KApr 25Nov 5, 2026lyst/lightfmd2l-ai/d2l-enrecommenders-team/recommendersbenfred/implicitcatalyst-team/catalyst

Facts

Factlyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

recommenders-team/recommenders

Best Practices on Recommendation Systems

benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

catalyst-team/catalyst

Accelerated deep learning R&D

Stars5,12030,00621,9783,8373,387
Net stars, last 30 days+8+251+64+10+1
Largest star day+2 on Apr 30, 2026+18 on Sep 22, 2026+7 on Jun 8, 2026+3 on May 23, 2026+2 on May 29, 2026
Milestone reached in the recordNoneNoneNoneNoneNone
Forks7225,1533,333632396
LanguagePythonPythonPythonPythonPython
LicenseAPACHE-2.0Other licenseMITMITAPACHE-2.0
CreatedJul 30, 2015Oct 9, 2018Sep 19, 2018Apr 17, 2016Aug 20, 2018
Last pushJul 24, 2024Aug 18, 2024Nov 5, 2026May 8, 2026Jul 8, 2026
ArchivedNoNoNoNoNo
Health facts: Maintenance1 of 4 checks (2 without data)1 of 4 checks4 of 4 checks1 of 4 checks (2 without data)1 of 4 checks (2 without data)
Health facts: Releases0 of 3 checks (1 without data)1 of 3 checks2 of 3 checks2 of 3 checks (1 without data)0 of 3 checks (1 without data)
Health facts: Security practice0 of 1 check (1 without data)0 of 1 check1 of 1 check0 of 1 check (1 without data)0 of 1 check (1 without data)
Health facts: Community files1 of 3 checks (2 without data)3 of 3 checks3 of 3 checks1 of 3 checks (2 without data)1 of 3 checks (2 without data)
Commits, last 13 weeksNo data0219No dataNo data
Weeks with commits, last 52No data0 of 5242 of 52No dataNo data
In the Repository Index sinceOct 22, 2026Oct 22, 2026Oct 22, 2026Oct 22, 2026Oct 22, 2026

Topics that all of them have on the Repository Host: machine-learning. The facts come from the Repository Host and from the Star History that AwesomeRepos records. A shared topic does not mean that one repository can replace another. Each Health Facts row is one dimension alone. AwesomeRepos does not add them into one score. How each check is defined

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