sunshinelium

Bi-TGCF

Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks

DeepCF

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

attention

some attention implements

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

Attentive-Group-Recommendation

Atentive Group Recommendation

caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

cikm17-NNCF

Implementation of A Neural Collaborative Filtering Model with Interaction-based Neighborhood (NNCF)

cmfrec

Python/Tensorflow implementation of 'Relational learning via collective matrix factorization' with some extensions

CollaborativeMemoryNetwork

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Deep_Matrix_Factorization_Models

Implementation of the "Deep Matrix Factorization Models for Recommender Systems"

DeepGBM

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

DeepRec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

gae

Implementation of Graph Auto-Encoders in TensorFlow

gc-mc

Graph-ICF

MachineLearning_Presentation

机器学习项目组每周例会涉及的机器学习汇报相关文档。

MCD_DA

MCNS

Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"

neural_collaborative_filtering

Neural Collaborative Filtering

neural_social_collaborative_ranking

Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017

NeuRec

Next RecSys Library

NGCF

Neural Graph Collaborative Filtering, SIGIR2019

Recommendation-System---Book-Crossing-Dataset

Build Book Recommendation System based on user-based and item-based collaborative filtering approaches.

RecommenderSystem-Paper

This repository includes some papers that I have read or which I think may be very interesting.

RecQ

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

reinforcement-learning

强化学习的入门，参考的是莫烦的强化学习的课程

sunshinelium.github.io

This is Liu Meng's homepage.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习