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.
☆40Sep 10, 2017Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- It's a realization of the algorithm SoRec (Social Recommendation Using Probabilistic Matrix Factorization) which was published in 2008.☆17Mar 4, 2020Updated 6 years ago
- Attention,Factorization Machine, Deep Learning, Recommender System☆39Apr 18, 2018Updated 8 years ago
- This repository contains a modified version of ConvMF which is very interesting in RS.☆12Jan 11, 2018Updated 8 years ago
- A new efficient subspace and K-Means clustering based method to improve Collaborative Filtering☆16Jan 5, 2021Updated 5 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☆68Dec 11, 2018Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"☆16Mar 5, 2018Updated 8 years ago
- Probabilistic Matrix Factorization with Social Trust for Recommendation (Ma et al. SIGIR 2009)☆19Nov 14, 2016Updated 9 years ago
- Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k |…☆178Jun 17, 2019Updated 6 years ago
- Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python☆52Jan 4, 2018Updated 8 years ago
- My Keras implementation of Matrix Factorization (MF) and Bayesian Personalized Ranking (BPR)☆31Jun 6, 2017Updated 8 years ago
- Inferring disease-associated miRNAs☆10Mar 21, 2020Updated 6 years ago
- This repository basically covers Python implementation of different machine learning algorithms like Linear Regression, Logistic regressi…☆22Nov 7, 2016Updated 9 years ago
- tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow…☆94Dec 19, 2019Updated 6 years ago
- Recommendation System implementation which includes user based collaborative filtering, item based recommender and content boosted collab…☆19Mar 6, 2015Updated 11 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SDAE-recommendation system☆12Mar 14, 2018Updated 8 years ago
- An implementation of the paper "Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks…☆12Jan 26, 2018Updated 8 years ago
- A toolbox for predicting miRNA-disease associations☆11Jan 14, 2017Updated 9 years ago
- Personalized book recommender system to generate top 5 recommendations to users☆24Nov 12, 2017Updated 8 years ago
- Primal-dual Algorithms for Non-negative Matrix Factorization with the Kullback-Leibler Divergence☆24Jun 24, 2019Updated 6 years ago
- Predicting lncRNA-disease associations in heterogeneous network based on deep learning method.☆13May 11, 2020Updated 6 years ago
- Factorization Machine, Deep Learning, Recommender System☆18Apr 16, 2018Updated 8 years ago
- Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.☆40Nov 26, 2021Updated 4 years ago
- This is a new deep learning model for recommender system, which we called PHD☆32Oct 24, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 将SVD应用于推荐系统中的评分预测问题☆188Jan 25, 2015Updated 11 years ago
- 卷积神经网络（CNN）提取影评特征构建电影推荐系统，pytorch实现☆130Dec 26, 2017Updated 8 years ago
- collaborative filtering methods for recommender systems☆61Jun 21, 2021Updated 4 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…☆24Jan 23, 2018Updated 8 years ago
- Movie Recommendation using Restricted Boltzmann Machine (RBM)☆18Jun 24, 2021Updated 4 years ago
- ☆11Oct 31, 2021Updated 4 years ago
- Movie Recommendation System using Apache Spark and Python implementing User based Collaborative Filtering and Item Based Collaborative Fi…☆12Mar 13, 2016Updated 10 years ago
- 以本体结构为基础，组织管理教育资源；利用本体技术创建用户知识体系，根据用户的自身学习情况，为其推荐教育视频资源☆10Aug 20, 2017Updated 8 years ago
- ☆15Sep 7, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆18Oct 18, 2021Updated 4 years ago
- The realization of k-means clustering algorithm by MATLAB☆14Sep 9, 2019Updated 6 years ago
- SCoRe is a sequential recommendation model with dual side neighbor-based collaborative filtering. Implementation of our WSDM 2020 paper.☆17Jan 30, 2020Updated 6 years ago
- 对逻辑回归各种用法的总结,包括线性,多类,并行,分布式,在线,优化方案☆15Jul 14, 2017Updated 8 years ago
- Calculate similarity with embedding☆11Jan 22, 2022Updated 4 years ago
- Python library implementing recommender systems algorithms with http://tensorflow.org☆12Dec 21, 2018Updated 7 years ago
- Tensorflow VGG16☆12Jul 5, 2018Updated 7 years ago