219 Open source projects that are alternatives of or similar to Tagrec

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

rnn based model for recommendations

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

Attention,Factorization Machine, Deep Learning, Recommender System

🌊 FluRS: A Python library for streaming recommendation algorithms

Apache Zeppelin notebooks for Recommendation Engines using Keras and Machine Learning on Apache Spark

MoHR: Recommendation Through Mixtures of Heterogeneous Item Relationships

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

Recommender System Using Parallel Matrix Factorization

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

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

A simple recommendation engine for Rails/Postgres

A Configurable Recommender Systems Simulation Platform

Neural Citation Network for Context-Aware Citation Recommendation (SIGIR 2017)

UC Berkeley team's submission for RecSys Challenge 2018

fastFM: A Library for Factorization Machines

The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"

This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)

🎬instant recommending or finding or downloading movies via the command line

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

📖Notes and remarks on Machine Learning related papers

This is our official implementation for the paper: Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, and Tat-Seng Chua, Adversarial Training Towards Robust Multimedia Recommender System.

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.

SoulSeek client with web interface and recommender system

An open source recommender system service written in Go

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

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Hybrid Recommender System

🍃 Recommender System in JavaScript for the MovieLens Database

Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation

Recurrence the recommender paper with Tensorflow2.0

Rank and serve recommendations

A curated list of repositories for my book Machine Learning Solutions.

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀

Flexible and extendable recommender system based on an abstract User-Product-Tag schema

Some deep learning based recsys for open learning.

A python library for music recommendation

GRu4Rec in TensorFlow

推荐系统

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

A TensorFlow implementation of the collaborative RNN (Ko et al, 2016).

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.

Neural Graph Collaborative Filtering, SIGIR2019

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

A simple Music Recommendation System

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

A framework for large scale recommendation algorithms.

An implementation of locality sensitive hashing with Hadoop

Bayesian Personalized Ranking using PyTorch

TenforFlow Implementation of Neural Factorization Machine

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

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

kNN-based next-basket recommendation

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

TensorFlow Implementation of Attentional Factorization Machine

SASRec: Self-Attentive Sequential Recommendation

Reinforced Recommendation toolkit built around pytorch 1.7

Simple recommendation engine implementation built on top of Redis