libeibei95

CMI

code for our paper 《Improving Micro-video Recommendation via Contrastive Multiple Interests》 in SIGIR 2022. Paper link https://arxiv.org/abs/2205.09593

MMGCN

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

ALPINE

ASReP

Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Awesome-RSPapers

Recommender System Papers

BGCN

CLEA

ComiRec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

CoSeRec

Contrastive Self-supervised Sequential Recommendation with Robust Augmentation

DALI

Official code of "DALI: Dynamically Adjusted Label Importance for Noisy Partial Label Learning"

DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

DeepInterestNetwork

DuoRec

Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.

GC-SAN

An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code.

graphsage-simple

Simple reference implementation of GraphSAGE.

lbb-SGL

learn_cpp

M2GRL

A demo code of KDD2020 paper "M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems"

MOOCRec

Master's Plan B Project (MOOCRec: Disentangled Self-Supervision for Recommending Videos in MOOCs)

NGCF-PyTorch

PyTorch Implementation for Neural Graph Collaborative Filtering

OPAL

personal-site

PiCO

PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

pygame_tutorials

Code to go along with lessons at http://kidscancode.org/lessons

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

RecBole

A unified, comprehensive and efficient recommendation library

teaching-open

Scratch少儿编程教学平台，将集成Scratch、ScratchJr、Python、课程、班级部门、作业、权限、题库、赛事、社区等。

THACIL

Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction