256 Open source projects that are alternatives of or similar to Spotlight

A Python implementation of LightFM, a hybrid recommendation algorithm.

Recurrence the recommender paper with Tensorflow2.0

🛍️RetailBox - eCommerce Recommender System using Machine Learning

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.

recommender system tutorial with Python

🌊 FluRS: A Python library for streaming recommendation algorithms

a recommender engine node-js package for general use and easy to integrate.

Large scale training of factorization models for Collaborative Filtering with PyTorch

A Comparative Framework for Multimodal Recommender Systems

📖Notes and remarks on Machine Learning related papers

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Java-Based Context-aware Recommendation Library

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

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

Building recommender systems in Julia

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.

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

A system that will help in a personalized recommendation of courses for an upcoming semester based on the performance of previous semesters.

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

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

content discovery... IN 3D

fastFM: A Library for Factorization Machines

🍊 👎 Add-on for Orange3 to support recommender systems.

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

Exposure Matrix Factorization: modeling user exposure in recommendation

Recommender System Using Parallel Matrix Factorization

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

跨平台/多语言的 相似向量/相似词/相似句 高性能检索引擎。功能强大，使用方便。欢迎star & fork。Build together! Power another !

📝 SZU Undergraduate Thesis -- Recommender System

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

Paper list of NLP for recommender systems

A tour through recommendation algorithms in python [IN PROGRESS]

Sequential deep matching model for recommender system at Alibaba

Robust PCA implementation and examples (Matlab)

Our implementation of the paper "Embedding-based News Recommendation for Millions of Users"

Recommendations for Ruby and Rails using collaborative filtering

TensorFlow implemenation of GRu4Rec model

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

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

A curated list of community detection research papers with implementations.

entity2rec generates item recommendation using property-specific knowledge graph embeddings

ElasticCTR，即飞桨弹性计算推荐系统，是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务，帮助用户在Kubernetes环境中一键完成推荐系统部署，具备高性能、工业级部署、端到端体验的特点，并且作为开源套件，满足二次深度开发的需求。

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Recommender systems for Go

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

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

6th Solution for 2020-KDDCUP Debiasing Challenge

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.

KDD17_FMG

Towards A Standardized Tag Recommender Benchmarking Framework

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

Machine Learning Platform and Recommendation Engine built on Kubernetes