Dujt0

neural_collaborative_filtering

Neural Collaborative Filtering

RecSysDatasets

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

striatum-trival01

基于原striatum项目，修改movielens_bandits.py使example能够运行，并且拓展该项目功能使其能够在 movieLens-10M100K、movieLens-1M（movieLens-100K）数据集上运行。

UPCF

CF 推荐系统的实现，以及我的改进。使用 MovieLens-1m 数据集，通过 MAE、Persicion、Recall 检验准确性。

Movielens-m1

CPA-LGC-Recbole

Recbole implementation of our paper "Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation", In KDD 2023

nonnegfac-python

Python toolbox for nonnegative matrix factorization

FMLP-Rec

MMCLR

this is the code of MMCLR

LightGCL

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

FMLP-Rec

The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"

SIGIR21-SURGE

Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".

recommenders

Best Practices on Recommendation Systems

ML_CIA

公众号: 机器学习荐货情报局 所有代码

tensorflow

An Open Source Machine Learning Framework for Everyone

AI-RecommenderSystem

该仓库尝试整理推荐系统领域的一些经典算法模型

Recommender-Systems-Samples

Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.

GroupIM

Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)

GBDT_LR

广告点击率(CTR)预测经典模型 GBDT + LR 理解与实践（附数据 + 代码）