609 Open source projects that are alternatives of or similar to Social-Recommendation

A Curated List of Must-read Papers on Recommender System.

Disentagnled Graph Collaborative Filtering, SIGIR2020

Papers about recommendation systems that I am interested in

Towards open benchmarking for recommender systems https://openbenchmark.github.io/BARS

Building recommender systems in Julia

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

Neural Graph Collaborative Filtering, SIGIR2019

A Comparative Framework for Multimodal Recommender Systems

Large scale training of factorization models for Collaborative Filtering with PyTorch

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

An index of recommendation algorithms that are based on Graph Neural Networks.

📖Notes and remarks on Machine Learning related papers

recommender system tutorial with Python

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

阅读过的推荐系统论文的归类总结，持续更新中…

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

Basic Movie Recommendation Web Application using user-item collaborative filtering.

A pure Python implement of Collaborative Filtering based on MovieLens' dataset.

[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"

Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020

PHP implementation of the Weighted Slope One rating-based collaborative filtering scheme.

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

WWW'2019: Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems

This is our implementation of SAMN: Social Attentional Memory Network

kNN-based next-basket recommendation

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

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.

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

UC Berkeley team's submission for RecSys Challenge 2018

NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)

Spark SQL 实现 ItemCF，UserCF，Swing，推荐系统，推荐算法，协同过滤

This is our implementation of EATNN: Efficient Adaptive Transfer Neural Network (SIGIR 2019)

Friends Recommendation and Link Prediction in Social Netowork

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Neural Collaborative Filtering

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

An open source recommender system service written in Go

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

A Clojure library for querying large data-sets on similarity

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

Next RecSys Library

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

The Federated Social Audio Platform

The social network for developers. Discover creative websites and build a community.

jQuery Plugin aggregates hashtags from different social media networks. Posts are displayed in a unique, & attractive grid, and animated layout.

Social Media API: Automate Posting and Analytics to Social Networks like Instagram, TikTok, Twitter, Facebook, LinkedIn, Reddit, YouTube, and Telegram

PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"

A lightweight product recommendation system (Item Based Collaborative Filtering) developed in Haskell.

BAIN Social is a Fully Decentralized Server/client system that utilizes Concepts pioneered by I2P, ToR, and PGP to create a system which bypasses singular hosts for data while keeping that data secure.

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.