A fork from https://github.com/hexiangnan/neural_collaborative_filtering. Change keras version to v2.1.3, and use tensorflow as the backend.
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Updated
Jan 23, 2018 - Python
A fork from https://github.com/hexiangnan/neural_collaborative_filtering. Change keras version to v2.1.3, and use tensorflow as the backend.
Some deep learning based recsys for open learning.
Neural Collaborative Filtering using Keras
Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering
Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017
Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".
Neural Collaborative Filtering implementation in Swift for TensorFlow
Neural Graph Collaborative Filtering, SIGIR2019
Implementation of NCF paper (https://arxiv.org/abs/1708.05031). Optional, you can use item and user features to reach higher scores
사용자의 취향에 따라 서울 내의 데이트 코스를 추천해주는 앱
Disentagnled Graph Collaborative Filtering, SIGIR2020
分别使用传统方法(KNN,SVD,NMF等)和深度方法(NCF)进行推荐系统的评分预测。Traditional methods (KNN, SVD, NMF, etc.) and depth method (NCF) were used to predict rating of the recommendation system.
2020 Capstone Design
Neural collaborative filtering (NCF) method is used for Microsoft MIND news recommendation dataset.
PyTorch Implementation for J-NCF (ACM Transactions on Information Systems, 2019)
PyTorch Implementation for Neural Graph Collaborative Filtering
Implementation of paper Neural Collaborative Filtering in PyTorch.
Neural Collaborative Filtering Revised
Recommender Systems Paperlist that I am interested in
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