🔧 炼丹炉，一堆即插即用的模块，用于深度学习

Knowledge Graph-based Recommendation System Framework

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

TRANSLATE collaboration semantics into content semantics

[WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"

This reposity holds the code for paper Online Academic Course Performance Prediction using Relational Graph Convolutional Neural Network

The Model Zoo of Knowledge Tracing Models

Recent years' deep learning top conference plug-and-play module code and papers.

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

A list of awesome papers and resources of recommender system on large language model (LLM).

A unified, comprehensive and efficient recommendation library

This is a repository of knowledge graphs survey paper that will be updated periodically.

The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems

Awesome List of Attention Modules and Plug&Play Modules in Computer Vision

This is a repository of public data sources for Recommender Systems (RS).

Deep Learning (with PyTorch)

This repository contains implementations and illustrative code to accompany DeepMind publications

2022 Recommendation System Related Top Conference Papers

SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.