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benfred/implicit

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

View on GitHub↗Upstream benfred/implicit↗

Builder

benfred

benfred

benfred • individual

Stars

3,796

Using upstream star count

Forks

628

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 17, 2016

Project creation date

README Summary

[![Build Status](https://github.com/benfred/implicit/workflows/Build/badge.svg)](https://github.com/benfred/implicit/actions?query=workflow%3ABuild+branch%3Amain) [![Documentation](https://img.shields.io/badge/documentation-blue.svg)](https://benfred.github.io/implicit/)

Community Evaluation

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AI Dev Skills

Unmapped

Alternating Least Squares (ALS)Bayesian Personalized RankingCollaborative FilteringGPU Computing with CUDAImplicit Feedback ModelingMatrix FactorizationRecommendation SystemsSparse Matrix Operations

Tags

Alternating Least Squares (ALS)Bayesian Personalized RankingCollaborative FilteringGPU Computing with CUDAImplicit Feedback ModelingMatrix FactorizationRecommendation SystemsSparse Matrix OperationsForkedGPU / CUDAHybrid SearchMusic TechPythonResearch / PapersTutorial

Taxonomy

AI Trends

PersonalizationReal-time Recommendations

category

Learning ResourcesRAG & RetrievalInference & ServingIndustry: Audio & Music

Deployment Context

Self-hostedCloud APIOn-premise

Industries

E-commerceEntertainment & MediaMusic StreamingVideo StreamingSocial MediaPublishingGaming

Modalities

Tabular

Skill Areas

Collaborative FilteringMatrix FactorizationAlternating Least Squares (ALS)Implicit Feedback ModelingRecommendation SystemsSparse Matrix OperationsGPU Computing with CUDABayesian Personalized Ranking

tag

ForkedGPU / CUDAHybrid SearchMusic TechPythonResearch / PapersTutorial

Use Cases

Product RecommendationsContent RecommendationsMusic RecommendationMovie RecommendationSimilar Item DiscoveryUser Behavior AnalysisPersonalized Content Delivery

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

Learning ResourcesPrimaryRAG & RetrievalInference & ServingIndustry: Audio & MusicGenerative MediaSearch & Knowledge

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
Apr 17, 2016
Forked
Mar 22, 2026
Your last push
1 years ago
Upstream last push
26 days ago
Tracked since
Jul 11, 2024

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