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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 Jul 13, 2026 to Nov 4, 2026, each from zeroStars gainedFrom Jul 13, 2026 to Nov 4, 2026, each from zero05001KJul 13Nov 4, 2026ibayer/fastFMlyst/lightfmbenfred/implicitd2l-ai/d2l-encatalyst-team/catalyst
Stars: The star count at the end of each dayStarsThe star count at the end of each day020KApr 25Nov 4, 2026ibayer/fastFMlyst/lightfmbenfred/implicitd2l-ai/d2l-encatalyst-team/catalyst

Facts

Factibayer/fastFM

fastFM: A Library for Factorization Machines

lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

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.

catalyst-team/catalyst

Accelerated deep learning R&D

Stars1,0845,1203,83630,0003,387
Net stars, last 30 days+1+9+12+252+1
Largest star day+1 on Jul 13, 2026+2 on Apr 30, 2026+3 on May 23, 2026+18 on Sep 22, 2026+2 on May 29, 2026
Milestone reached in the recordNoneNoneNoneNoneNone
Forks2037226325,153396
LanguagePythonPythonPythonPythonPython
LicenseOther licenseAPACHE-2.0MITOther licenseAPACHE-2.0
CreatedOct 27, 2014Jul 30, 2015Apr 17, 2016Oct 9, 2018Aug 20, 2018
Last pushJul 17, 2022Jul 24, 2024May 8, 2026Aug 18, 2024Jul 8, 2026
ArchivedNoNoNoNoNo
Health facts: Maintenance1 of 4 checks (2 without data)1 of 4 checks (2 without data)1 of 4 checks (2 without data)1 of 4 checks1 of 4 checks (2 without data)
Health facts: Releases1 of 3 checks (1 without data)0 of 3 checks (1 without data)2 of 3 checks (1 without data)1 of 3 checks0 of 3 checks (1 without data)
Health facts: Security practice0 of 1 check (1 without data)0 of 1 check (1 without data)0 of 1 check (1 without data)0 of 1 check0 of 1 check (1 without data)
Health facts: Community files1 of 3 checks (2 without data)1 of 3 checks (2 without data)1 of 3 checks (2 without data)3 of 3 checks1 of 3 checks (2 without data)
Commits, last 13 weeksNo dataNo dataNo data0No data
Weeks with commits, last 52No dataNo dataNo data0 of 52No 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, recommender-system. 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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