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lyst/lightfm

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

View on GitHub↗Upstream lyst/lightfm↗

Builder

lyst

lyst

lyst • individual

Stars

5,088

Using upstream star count

Forks

724

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 30, 2015

Project creation date

README Summary

| Build status | | |---|---| | Linux |[![Circle CI](https://circleci.com/gh/lyst/lightfm.svg?style=svg)](https://circleci.com/gh/lyst/lightfm)| | OSX (OpenMP disabled)|[![Travis CI](https://travis-ci.org/lyst/lightfm.svg?branch=master)](https://travis-ci.org/lyst/lightfm)| | Windows (OpenMP disabled) |[![Appveyor](https://ci.appveyor.com/api/projects/status/6cqpqb6969i1h4p7/branch/master?svg=true)](https://ci.appveyor.com/project/maciejkula/lightfm/branch/master)|

Community Evaluation

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AI Dev Skills

Unmapped

Collaborative FilteringContent-Based FilteringFeature Engineering for RecommendersGradient Descent OptimizationHybrid Recommendation SystemsImplicit Feedback LearningMatrix FactorizationSparse Matrix Operations

Tags

Collaborative FilteringContent-Based FilteringFeature Engineering for RecommendersGradient Descent OptimizationHybrid Recommendation SystemsImplicit Feedback LearningMatrix FactorizationSparse Matrix OperationsData ScienceEmbeddingsEvalsForkedPython

Taxonomy

AI Trends

Personalization at ScaleHybrid AI Systems

category

RAG & RetrievalEvals & BenchmarkingData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Industries

E-commerceMedia & EntertainmentStreaming PlatformsContent PublishingSocial MediaMarketplace Platforms

Modalities

Tabular

Skill Areas

Hybrid Recommendation SystemsCollaborative FilteringContent-Based FilteringMatrix FactorizationImplicit Feedback LearningFeature Engineering for RecommendersGradient Descent OptimizationSparse Matrix Operations

tag

Data ScienceEmbeddingsEvalsForkedPython

Use Cases

Product RecommendationsContent RecommendationMovie/Music RecommendationPersonalized News FeedItem-to-Item SimilarityCold Start RecommendationsCross-selling Optimization

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingData Science & Analytics

PM Skills

Data & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Jul 30, 2015
Forked
Mar 22, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Jul 24, 2024

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