cizhouyu

DeepCTR

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

DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

CL4SRec-pytorch

A pytorch implementation of CL4SRec in ''Contrastive Learning for Sequential Recommendation", ICDE'22.

RecommenderSystem

IntEL-SIGIR2023

This is our implementation of IntEL-Intent-aware Ranking Ensemble for Personalized Recommendation (SIGIR2023)

MIND

Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

wide-and-deep-learning-keras

Wide and Deep Learning implemented with Keras

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

PDA

基于 pytorch 复现了 Causal Intervention for Leveraging Popularity Bias in Recommendation 中的提到的 Popularity-bias Deconfounding (PD) 和 Popularity-bias Deconfounding and Adjusting (PDA) 方法

2018National-College-Competition-on-Cloud-Computing

赛题一：面向大数据的高高效关联规则推荐算法

recommend-project

个性化文章推荐系统

nofwl

NoFWL Desktop Application

AI-Paper-Collector

MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

KuaiRand

An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos

PERIS

Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]

InvCF

Official code of "Invariant Collaborative Filtering to Popularity Distribution Shift" (2023 WWW)

MGL

outlierbias

This repository contains the code used for the experiments in "On the Impact of Outlier Bias on User Clicks", which will be published at SIGIR 2023.

SSLRec

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

DCRec

[WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

RSAlgorithms

Some algorithms about traditional and social recommendation.

RSPapers

Must-read papers on Recommender System. 推荐系统相关论文整理（内含40篇论文，并持续更新中）

Awesome-RSPapers

Recommender System Papers

RSPapers

Recent(2019-2023) papers about Recommender Systems at top-tier conferences, i.e. KDD, NIPS, SIGIR, WWW, CIKM, WSDM, RecSys...

MELT

Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, accepted at SIGIR 2023

IR-DM-RS-Paper-Classification

本项目展示了自2022年起，信息检索/数据挖掘顶会论文分类。

Adap_tau

[WWW 2023] Official code of "Adap-$\tau$: Adaptively Modulating Embedding Magnitude for Recommendation"