Top 22 recommendation open source projects

Classic papers and resources on recommendation

Best Practices on Recommendation Systems

A Python scikit for building and analyzing recommender systems

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

Larafy is a Laravel package for Spotify API. It is more like a wrapper for the Spotify API.

A simple movie recommendation engine

One Person, One Model, One World: Learning Continual User Representation without Forgetting

Movie Recommender based on the MovieLens Dataset (ml-100k) using item-item collaborative filtering.

This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising"(KDD2021).

My reading list

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

This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.

A tutorial series by Preferred.AI

Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction

This is our implementation of SAMN: Social Attentional Memory Network

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

Source code and dataset for TKDE 2019 paper “Trust Relationship Prediction in Alibaba E-Commerce Platform”

This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations

Examples of all Machine Learning Algorithm in Apache Spark

Recommendation based on sequence

Disentagnled Graph Collaborative Filtering, SIGIR2020

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