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ZiyaoGeng / RecLearn Public

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潜心 edited this page Sep 1, 2020 · 25 revisions

Recommender System with TF2.0文档

实验数据集

Movielens
Amazon
Criteo

模型介绍

Toggle table of contents Pages 16

Home
Amazon Dataset
Attentional Factorization Machines
Criteo Dataset
Deep & Cross Network
Deep Crossing
DeepFM
Diginetica Dataset
Model
Movielens
Neural Factorization Machines
Neural network based Collaborative Filtering
Product based Neural Networks
Update document
Wide & Deep Learning
xDeepFM

Experimental dataset

Movielens
Amazon Dataset
Criteo Dataset
Diginetica Dataset

Model

Traditional Model
- MF
- FM
- FFM
Neural network-based
- WDL
- Deep Crossing
- PNN
- DCN
- NFM
- NCF
- AFM
- DeepFM
- xDeepFM
Sequence Model
- DIN
- SASRec

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