All Categories → Machine Learning → recommender-system

Top 198 recommender-system open source projects

ML2017FALL

Machine Learning (EE 5184) in NTU

✭ 66

Jupyter Notebook machine-learning sentiment-analysis text-classification clustering cnn rnn image-classification recommender-system pm25 predictive-modeling unsupervised-learning sentiment-classification recommendation-algorithm

pprec

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

✭ 29

typescript matrix-factorization recommendation-engine recommender-system privacy-preserving

AMR

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.

✭ 30

python shell multimedia recommender-system adversarial-machine-learning

retailhero-recomender-baseline

Бэйслайн к задаче RetailHero.ai/#2 от @geffy 💪

✭ 93

python Jupyter Notebook Dockerfile data-science recommender-system contest-solution

Jass

SoulSeek client with web interface and recommender system

✭ 23

python sqlite3 recommender-system backbonejs

mlstm4reco

Multiplicative LSTM for Recommendations

✭ 21

python spotlight pytorch recommender-system

recsys spark

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

✭ 76

scala collaborative-filtering recommender-system spark-sql

Context-Aware-Recommender

Hybrid Recommender System

✭ 16

Jupyter Notebook python HTML django recommendation-system recommender-system hacktoberfest movie-recommendation context-awareness hacktoberfest-accepted hacktoberfest2021

WWW2020-grec

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

✭ 17

python encode recommender recommender-system sequential bidirectional bidirectional-lstm cnn-classification c-n-n session-based-recommendation-system encoder-decoder-architecture grec

HybridBackend

Efficient training of deep recommenders on cloud.

✭ 30

python C++shell Makefile deep-learning gpu parquet recommender-system hybrid-parallelism

recommendation-api

Rank and serve recommendations

✭ 14

python typescript shell graphql recommender-system fastapi

RecSysDatasets

This is a repository of public data sources for Recommender Systems (RS).

✭ 272

python recommendations dataset recommender-system recommendation-datasets recbole atomic-files

fun-rec

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

✭ 1,367

Jupyter Notebook python Vue typescript javascript CSS machine-learning deep-learning tensorflow recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition

MARank

Multi-order Attentive Ranking Model for Sequential Recommendation

✭ 25

python recommender-system recommendation-algorithms sequential-recommendation

Auto-Surprise

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

✭ 19

python machine-learning recommender-system hyperopt hyperparameter-tuning automl automated-machine-learning hyperparameter-search surprise tpe

Recommender-Systems-with-Collaborative-Filtering-and-Deep-Learning-Techniques

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

✭ 41

Jupyter Notebook deep-learning embeddings collaborative-filtering recommender-system movielens-dataset state-of-the-art

session4rec

GRu4Rec in TensorFlow

✭ 14

python Jupyter Notebook tensorflow recommender-system

skywalkR

code for Gogleva et al manuscript

✭ 28

r ui knowledge-graph drug-discovery recommender-system shiny-apps

BARS

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

✭ 157

python cython C++benchmarking collaborative-filtering ranking recommender-system ctr-prediction item-matching

rec-a-sketch

content discovery... IN 3D

✭ 45

javascript python HTML flask selenium matrix-factorization recommender-system

Recommender-System

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.

✭ 30

python collaborative-filtering recommender-system predictive-modeling

Friends-Recommender-In-Social-Network

Friends Recommendation and Link Prediction in Social Netowork

✭ 33

Jupyter Notebook python machine-learning facebook social-network dataset networkx recommender-system social-network-analysis network-embedding datamining link-prediction graphalgorithm networkx-graph linkprediction networkx-drawing-utilities friends-recommender

BPR MPR

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

✭ 77

python collaborative-filtering recommender-system pairwise-ranking

Translation-based-Recommendation

Sequential recommendation algorithm

✭ 24

python recommender-system sequential-models

music-recommendation-system

A simple Music Recommendation System

✭ 38

Jupyter Notebook python music machine-learning recommender-system unsupervised-learning fma-dataset

MoHR

MoHR: Recommendation Through Mixtures of Heterogeneous Item Relationships

✭ 51

python recommender-system

EasyRec

A framework for large scale recommendation algorithms.

NeuralCitationNetwork

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

✭ 24

python deep-learning seq2seq recommender-system

bpr

Bayesian Personalized Ranking using PyTorch

✭ 105

python C++Cuda pytorch bpr recommender-system

Awesome-Machine-Learning-Papers

📖Notes and remarks on Machine Learning related papers

✭ 35

HTML embeddings collaborative-filtering matrix-factorization recommender-system ab-tests ctr-prediction

recsys2019

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

✭ 26

Jupyter Notebook python challenge recurrent-neural-networks xgboost recommender lightgbm learning-to-rank acm recommender-system recommender-systems recommendation-algorithms catboost tensorflow-ranking

Yue

A python library for music recommendation

✭ 88

python deep-learning music-recommendation recommender-system

TIFUKNN

kNN-based next-basket recommendation

✭ 38

python collaborative-filtering recommendation-system recommender-system nearest-neighbors market-basket-analysis basket-recommendation knn-collaborative-filter next-baket-recommendation

Causal Reading Group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

✭ 339

machine-learning deep-learning recommender-system causality causal-inference

online-course-recommendation-system

Built on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.

✭ 31

python data-science machine-learning-algorithms pandas data-analysis recommender-system up-for-grabs k-means beginner-friendly clustering-algorithm

EATNN

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

✭ 23

python social deep-learning social-network recommender-system recommendation efficient-algorithm whole-data-based-learning adaptive-transfer-learning

STACP

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

✭ 19

python social-network paper matrix-factorization dataset recommender-system point-of-interest point-of-interest-recommendation lbsn

KG4Rec

Knowledge-aware recommendation papers.

✭ 76

knowledge-graph recommender-system

Course-Recommendation-System

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

✭ 14

Jupyter Notebook python HTML javascript matrix-factorization recommender-system recommendation-algorithms iiit-delhi auto-encoder course-recommendation

Neural Bayesian Personalized Ranking

Representation Learning and Pairwise Ranking for Implicit Feedback in Top-N Item Recommendation

✭ 23

python deep-learning neural-network tensorflow ranking recommender-system

chainRec

Mengting Wan, Julian McAuley, "Item Recommendation on Monotonic Behavior Chains", in Proc. of 2018 ACM Conference on Recommender Systems (RecSys'18), Vancouver, Canada, Oct. 2018.

✭ 52

python machine-learning data-mining recommender-system

adversarial-recommender-systems-survey

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…

✭ 110

security machine-learning ai deep-learning personalization generative-adversarial-network gan recsys recommender-system aml literature-review adversarial-machine-learning adversarial-attacks collabora future-visions

recsim ng

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

✭ 106

Jupyter Notebook python google reinforcement-learning simulation tensorflow artificial-intelligence recommender-system

Tf-Rec

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.

✭ 18

python machine-learning deep-learning tensorflow machine-learning-algorithms keras matrix-factorization recommendation-system recommender-system svd svdplusplus svdpp

recoreco

Fast item-to-item recommendations on the command line.

✭ 33

rust recommender-system item-collaborative-filtering

mildnet

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

✭ 76

Jupyter Notebook python shell machine-learning ecommerce ai computer-vision deep-learning tensorflow keras ml artificial-intelligence feature-extraction recommendation-system machinelearning recommender-system visual-search image-retrieval visual-recommendations

SASRec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

✭ 137

python pytorch recommender-system sequential-models sasrec

RecSys PyTorch

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

✭ 125

python C++pytorch collaborative-filtering recsys recommender-system pytorch-implementations

auction-website

🏷️ An e-commerce marketplace template. An online auction and shopping website for buying and selling a wide variety of goods and services worldwide.

✭ 44

java CSS javascript mvc mvc-framework eshop recommendation-system recommender-system auction-website auctions webstore

recommender system with Python

recommender system tutorial with Python

✭ 106

Jupyter Notebook recommendations machine-learning collaborative-filtering matrix-factorization recommender recommendation-system recommendation-engine recommender-system

SAMN

This is our implementation of SAMN: Social Attentional Memory Network

✭ 45

python social deep-learning social-network recommender-system recommendation attention-mechanism

NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

✭ 797