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awesome-recsys

Must-read papers on recommendation systems (RecSys)

causality4rec_paperlist

This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.

cikm_18_rme-forked

Regularizing Matrix Factorization with User and Item Embeddings for Recommendation -- CIKM 2018

collmetric

A Tensorflow implementation of Collaborative Metric Learning (CML)

cvpr2019-code

CVPR 2019 Paper with Code

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

drcf

ehcf

This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)

fairpoi

The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation (Bias@ECIR 22))

ga_as_algorithm

Genetic Algorithm (GA) and Ant Colony Optimization (ACO) for travel itinerary planning

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

generec

ghcf

This is our implementation of GHCF: Graph Heterogeneous Collaborative Filtering (AAAI 2021)

graphrec-www19

Graph Neural Networks for Social Recommendation, WWW'19

ijcai2019_hgat

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 2019.

kdd_18_xdeepfm-forked

kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

llamarec

[PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

lrd

The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model

metahin

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

mycode

lalala

negativesamplerbpr

neurec

Next RecSys Library

pa2017

nuaa-PA2017

pepler

TOIS'23, Personalized Prompt Learning for Explainable Recommendation

point-of-interest-recommendation

Next location prediction based on Theano

prme

Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation

probabilistic-matrix-factorization

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

pygcn

Graph Convolutional Networks in PyTorch