JieniChen / Recommender-SystemLinks
In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.
☆39Updated 8 years ago
Alternatives and similar repositories for Recommender-System
Users that are interested in Recommender-System are comparing it to the libraries listed below
Sorting:
- SVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset☆51Updated 7 years ago
- Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python☆51Updated 7 years ago
- Implementation of the "Deep Matrix Factorization Models for Recommender Systems"☆209Updated 7 years ago
- some papers about the recommender system☆22Updated 7 years ago
- A pure Python implement of Collaborative Filtering based on MovieLens' dataset.☆184Updated 5 years ago
- An movie recommendation based on tf☆14Updated 4 years ago
- This is a python code for probabilistic matrix factorization in recommendation.☆58Updated 2 years ago
- Implemented Item, User and Hybrid based Collaborative Filtering☆159Updated 10 years ago
- TensorFlow implemenation of GRu4Rec model☆217Updated 6 years ago
- TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018☆149Updated 6 years ago
- Attention,Factorization Machine, Deep Learning, Recommender System☆39Updated 7 years ago
- The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior …☆72Updated 7 years ago
- Collaborative Denoising Auto-Encoder for Top-N Recommender Systems (CDAE)☆26Updated 5 years ago
- Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.☆91Updated 5 years ago
- Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k |…☆172Updated 6 years ago
- Autorec (Autoencoders Meet Collaborative Filtering)☆137Updated 7 years ago
- This repository contains a modified version of ConvMF which is very interesting in RS.☆12Updated 7 years ago
- implement this paper "Collaborative Deep Learning for Recommender Systems" by python☆15Updated 6 years ago
- A fork from https://github.com/hexiangnan/neural_collaborative_filtering. Change keras version to v2.1.3, and use tensorflow as the back…☆24Updated 7 years ago
- Attentive Group Recommendation☆135Updated 4 years ago
- This repository contains some datasets that I have collected in Recommender Systems.☆356Updated 4 years ago
- 利用MovieLens数据，Pearson相似度，分别基于User和Item构建一个简单的kNN推荐系统，并给出RMSE评测☆68Updated 6 years ago
- Movie recommendation system built with factorization machines and deep learning☆10Updated 6 years ago
- Code based in TensorFlow☆50Updated 5 years ago
- tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow…☆93Updated 5 years ago
- 探探项目 - 提升推荐系统的推荐多样性☆31Updated 7 years ago
- Implementation of A Neural Collaborative Filtering Model with Interaction-based Neighborhood (NNCF)☆16Updated 7 years ago
- 推荐系统论文☆23Updated 5 years ago
- Collaborative Memory Network for Recommendation Systems, SIGIR 2018☆179Updated 4 years ago
- Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".☆139Updated 6 years ago