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recommenders-team/recommenders

recommenders

Best Practices on Recommendation Systems

View on GitHub↗Upstream recommenders-team/recommenders↗

Builder

recommenders-team

recommenders-team

recommenders-team • individual

Stars

21,720

Using upstream star count

Forks

3,321

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 19, 2018

Project creation date

README Summary

<!-- Copyright (c) Recommenders contributors. Licensed under the MIT License. --> <img src="https://raw.githubusercontent.com/recommenders-team/artwork/main/color/recommenders_color.svg" width="800">

Community Evaluation

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AI Dev Skills

Unmapped

A/B Testing for RecommendationsCold Start Problem SolutionsCollaborative FilteringContent-Based FilteringDeep Learning for RecommendationsFeature Engineering for RecSysHyperparameter OptimizationImplicit Feedback ProcessingMatrix FactorizationMulti-Armed BanditsNeural Collaborative FilteringRecommendation System EvaluationSequential Recommendation ModelsVariational Autoencoders for RecommendationsWide & Deep Networks

Tags

A/B Testing for RecommendationsCold Start Problem SolutionsCollaborative FilteringContent-Based FilteringDeep Learning for RecommendationsFeature Engineering for RecSysHyperparameter OptimizationImplicit Feedback ProcessingMatrix FactorizationMulti-Armed BanditsNeural Collaborative FilteringRecommendation System EvaluationSequential Recommendation ModelsVariational Autoencoders for RecommendationsWide & Deep NetworksBenchmarkingCourseData ScienceDeep LearningEmbeddingsEvalsForkedJupyterKnowledge GraphMLOpsPythonResearch / PapersSecuritySparkTransformersTutorial

Taxonomy

AI Trends

Personalization AIReal-time MLFederated LearningExplainable AI

category

Learning ResourcesFoundation ModelsRAG & RetrievalEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationSecurity & SafetyData Science & Analytics

Deployment Context

Cloud APISelf-hostedOn-premiseServerless

Industries

E-commerceMedia & EntertainmentStreaming ServicesSocial MediaNews & PublishingGamingMusic & AudioVideo Platforms

Modalities

TabularTextMultimodal

Skill Areas

Collaborative FilteringContent-Based FilteringMatrix FactorizationDeep Learning for RecommendationsNeural Collaborative FilteringWide & Deep NetworksVariational Autoencoders for RecommendationsSequential Recommendation ModelsMulti-Armed BanditsRecommendation System EvaluationCold Start Problem SolutionsImplicit Feedback ProcessingFeature Engineering for RecSysHyperparameter OptimizationA/B Testing for Recommendations

tag

BenchmarkingCourseData ScienceDeep LearningEmbeddingsEvalsForkedJupyterKnowledge GraphMLOpsPythonResearch / PapersSecuritySparkTransformersTutorial

Use Cases

Product RecommendationMovie and TV Show RecommendationMusic RecommendationNews Article RecommendationSocial Media Content CurationPersonalized MarketingCross-selling and UpsellingContent DiscoveryUser Behavior PredictionReal-time Recommendation Serving

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

Merge pull request #2269 from recommenders-team/staging

Miguel Fierro • Feb 2, 2026

c98accb

Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryRAG & RetrievalEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationSecurity & SafetyData Science & AnalyticsFoundation ModelsML Platform & InfrastructureEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Sep 19, 2018
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
17 days ago
Tracked since
Mar 21, 2026

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