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RUCAIBox/RecBole

RecBole

A unified, comprehensive and efficient recommendation library

View on GitHub↗Upstream RUCAIBox/RecBole↗

Builder

RUCAIBox

RUCAIBox

RUCAIBox • individual

Stars

4,452

Using upstream star count

Forks

751

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 11, 2020

Project creation date

README Summary

RecBole is a unified, comprehensive and efficient recommendation library built on PyTorch that provides standardized implementations of over 65 recommendation algorithms. It offers a complete pipeline for recommendation system development including data processing, model training, evaluation, and hyperparameter tuning. The library aims to help researchers and practitioners easily reproduce and compare different recommendation algorithms.

Community Evaluation

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AI Dev Skills

Unmapped

Collaborative FilteringContent-Based FilteringDeep Learning for RecommendationsFeature EngineeringGraph Neural Networks for RecommendationsHyperparameter OptimizationKnowledge Graph EmbeddingsMatrix FactorizationMulti-Armed BanditsNeural Collaborative FilteringRecommendation System EvaluationSequential Recommendation

Tags

Collaborative FilteringContent-Based FilteringDeep Learning for RecommendationsFeature EngineeringGraph Neural Networks for RecommendationsHyperparameter OptimizationKnowledge Graph EmbeddingsMatrix FactorizationMulti-Armed BanditsNeural Collaborative FilteringRecommendation System EvaluationSequential RecommendationBenchmarkingEmbeddingsEvalsForkedGPU / CUDAOpen SourcePyTorchPythonResearch / Papers

Taxonomy

AI Trends

Personalization AIGraph Neural NetworksRepresentation LearningMulti-task Learning

category

Evals & BenchmarkingRAG & RetrievalModel TrainingInference & ServingLearning Resources

Deployment Context

Self-hostedCloud APIOn-premise

Industries

E-commerceMedia & EntertainmentSocial MediaEdTechMusic StreamingVideo StreamingNews & PublishingDating AppsJob Platforms

Modalities

TabularTextGraph

Skill Areas

Collaborative FilteringContent-Based FilteringMatrix FactorizationDeep Learning for RecommendationsSequential RecommendationKnowledge Graph EmbeddingsMulti-Armed BanditsNeural Collaborative FilteringGraph Neural Networks for RecommendationsRecommendation System EvaluationHyperparameter OptimizationFeature Engineering

tag

BenchmarkingEmbeddingsEvalsForkedGPU / CUDAOpen SourcePyTorchPythonResearch / Papers

Use Cases

Product RecommendationMovie/TV Show RecommendationMusic RecommendationNews Article RecommendationFriend/Connection SuggestionJob RecommendationCourse RecommendationAdvertisement TargetingContent PersonalizationNext Item Prediction

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Evals & BenchmarkingPrimaryRAG & RetrievalInference & ServingLearning ResourcesModel TrainingSearch & Knowledge

PM Skills

Data & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Jun 11, 2020
Forked
Mar 22, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Feb 24, 2025

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