Library/RecBoleForked

RUCAIBox/RecBole

RecBole

A unified, comprehensive and efficient recommendation library

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Builder

RUCAIBox

RUCAIBox • individual

Stars

4,349

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Forks

732

Using upstream fork count

Open Issues

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.

AI Dev Skills

Unmapped

Tags

Collaborative FilteringContent-Based FilteringMatrix FactorizationDeep Learning for RecommendationsSequential RecommendationKnowledge Graph EmbeddingsMulti-Armed BanditsNeural Collaborative FilteringGraph Neural Networks for RecommendationsRecommendation System EvaluationHyperparameter OptimizationFeature EngineeringAdvertisement TargetingFriend/Connection SuggestionPersonalization AIJob PlatformsCloud APIDating AppsNews & PublishingVideo StreamingRepresentation LearningCourse RecommendationE-commerceMusic RecommendationNews Article RecommendationOn-premiseGraphContent PersonalizationMulti-task LearningSocial MediaJob RecommendationEdTechTextGraph Neural NetworksMedia & EntertainmentNext Item PredictionProduct RecommendationMovie/TV Show RecommendationMusic StreamingTabularSelf-hostedPython

Taxonomy

AI Trends

Personalization AI Graph Neural Networks Representation Learning Multi-task Learning

Deployment Context

Self-hosted Cloud API On-premise

Industries

E-commerce Media & Entertainment Social Media EdTech Music Streaming Video Streaming News & Publishing Dating Apps Job Platforms

Modalities

Tabular Text Graph

Skill Areas

Use Cases

Product Recommendation Movie/TV Show Recommendation Music Recommendation News Article Recommendation Friend/Connection Suggestion Job Recommendation Course Recommendation Advertisement Targeting Content Personalization Next Item Prediction

Recent Activity

Updated 1 years ago

7 Days

30 Days

90 Days

Quality

production

Quality: high
Maturity: production

PM Skills

Product 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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