recbole 开源项目推荐（18 个）

RUCAIBox /RecSysDatasets

这是推荐系统（RS）的公共数据源存储库。

RUCAIBox /RecBole-CDR

This is a library built upon RecBole for cross-domain recommendation algorithms

mark-narusov /alfabank_campus_challenge

Jupyter тетрадка с решением Kaggle соревнования Alfa Campus

Joinn99 /ExpGCN

PyTorch implementation of our paper "Review-aware Graph Convolution Network for explainable recommendation"

RUCAIBox /Social-Datasets

A collection of social datasets for RecBole-GNN.

Joinn99 /FPSR

[WWW '23] The official implmentation of our paper "Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation"

Ronan-Francis /CAFREC

MSc thesis code: a controlled study of session-context gating in sequential recommendation (CAFREC, KuaiRand-Pure)

TuHuynh777 /product-recommendation-ecommerce

Two-stage e-commerce recommender system (ALS retrieval + SASRec re-ranking) with Optuna tuning, evaluated on RetailRocket and Amazon Video Games datasets

Levia-Mobius /Simplified-Conversion_Tools

A simplified and improved version based on the original RecSysDatasets/conversion_tools

swapUnibaAcademy /Sustainable-Early-Stop-Techniques

Tecniche di early stopping sostenibili per modelli di raccomandazione, mirate a ridurre le emissioni di CO2 durante l’addestramento senza compromettere in maniera significativa le performance. Basato su RecBole e CodeCarbon.

DeusExMachina1993 /HoK-Draft

HoK-Draft: Honor of Kings (KPL) draft dataset for pick/ban recommendation, RecBole format (CC BY-SA 4.0)

pacifikus /recsys_service

recsys course notebooks

albertovalerio /sustainability-of-recsys

The system tracks the emissions of a given recommendation algorithm on a given dataset.

DeusExMachina1993 /MOBA-Draft

Draft datasets for pick/ban recommendation in MOBA games (DOTA-Draft, LoL-Draft, HoK-Draft, ...) as submodules

jeannineshiu /sequential-rec-from-sasrec-to-tiger

A verified SASRec reproduction and a semantic-ID generative recommender on one backbone, one eval harness, one set of frozen negatives. Full-catalog vs. sampled ranking, a measured seed-noise floor, and every README table CI-asserted against the run that produced it.

DeusExMachina1993 /Dota-Draft

DOTA-Draft: RecBole-format dataset of professional Dota 2 drafts (picks/bans in order, sides, patches), updated monthly. Paper: JADM 2026, doi:10.22044/jadm.2026.16888.2819

michelepatella /eco-amazon-electronics

Multi-objective recommendation pipeline balancing item relevance with environmental impact for sustainable recommendations.

DeusExMachina1993 /LoL-Draft

LoL-Draft: RecBole-format dataset of professional League of Legends drafts (picks/bans in order, sides, patches), updated monthly from Leaguepedia. CC BY-SA 4.0.