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autorec

Autorec (Autoencoders Meet Collaborative Filtering)

cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

collaborativememorynetwork

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

ehcf

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

graphrec_pytorch

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

hangman

hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

ml-notes

notes about machine learning

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

neural_collaborative_filtering

Neural Collaborative Filtering

sigir16-eals

Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "

text_classification

all kinds of text classification models and more with deep learning