recommendation-algorithms

There are 15 repositories under recommendation-algorithms topic.

datawhalechina / fun-rec
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
recommender-system tensorflow tianchi-competition deep-learning algorithm-engineering interview-questions recommendation-algorithms machine-learning
Language:Jupyter Notebook 3357
guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java
Language:Java 3219
alibaba / EasyRec
A framework for large scale recommendation algorithms.
recommendation-algorithms recommender-system dssm esmm mind deepfm dlrm autoint din eges pdn online-learning deepmatching multi-task-learning automl capsule-network transformers-models wide-and-deep ctr-prediction
Language:Python 1470
MaurizioFD / RecSys2019_DeepLearning_Evaluation
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.
recommender-system recommendation-system recommendation-algorithms deep-learning evaluation-framework neural-network collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization matrix-completion bpr bprmf bprslim funksvd slimelasticnet hyperparameters
Language:Python 980
qiaoguan / deep-ctr-prediction
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
ctr ctr-prediction ad-algorithm deep-ctr recommendation-algorithms esmm deep-interest-network deepfm deep-cross resnet xdeepfm afm factorization-machine transformer recommendation recommendation-algorithm fibinet
Language:Python 900
tsinghua-fib-lab / GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval
878
PreferredAI / cornac
A Comparative Framework for Multimodal Recommender Systems
recommender-system recommendation-algorithms recommendation-engine matrix-factorization collaborative-filtering multimodal-learning recommendation-system multimodality
Language:Python 813
DSXiangLi / CTR
CTR模型代码和学习笔记总结
ctr-prediction recommendation-algorithms wide-and-deep fm ffm tensorflow pnn fnn deepfm afm nfm frappe deep-cross dcn xdeepfm fibinet deepinterestnetwork
Language:Python 364
DataSystemsLab / recdb-postgresql
RecDB is a recommendation engine built entirely inside PostgreSQL
recommendation-algorithms database recommendation-engine recommender-system recommendation recommendation-system machine-learning
Language:C 348
gaolinjie / awesome-recommender-systems
A curated list of awesome resources about Recommender Systems.
awesome awesome-list recommendation-algorithms recommender-systems
304
HKUDS / SSLRec
[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
collaborative-filtering contrastive-learning deep-learning graph-neural-networks recommendation-algorithms recommender-systems self-supervised-learning user-behavior
Language:Python 280
gabrielspmoreira / chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
tensorflow deep-learning deep-neural-networks recommender-system recommendation-system recommendation-engine recommendation-algorithms news-recommendation lstm-neural-networks lstm lstm-neural-network rnn rnn-tensorflow word-embeddings word2vec
Language:Python 275
MobileTeleSystems / RecTools
RecTools - library to build Recommendation Systems easier and faster than ever before
deep-learning machine-learning personalization recomendations recommendation-system recsys recommendation-algorithms recommendation-engine recommender-system
Language:Python 237
asif536 / Movie-Recommender-System
Basic Movie Recommendation Web Application using user-item collaborative filtering.
movie-recommender movie-recommendation movie-recommendation-system collaborative-filtering movie-recommendation-engine machine-learning recommendation-system recommender-system rate recommendation-engine recommendation-algorithms recommendation-web-application
Language:HTML 195
jrzaurin / RecoTour
A tour through recommendation algorithms in python [IN PROGRESS]
recommendation-algorithms python3 collaborative-filtering matrix-factorization lightgbm deep-learning
Language:Jupyter Notebook 175
CORE-Labet / CORE
CORE is a plug-and-play conversational agent for any recommender system.
conversational-agents conversational-bots large-language-models plug-and-play prerelease-versions recommendation-algorithms recommendations recommender-systems
Language:Python 167
RePlay
sb-ai-lab / RePlay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
algorithms collaborative-filtering deep-learning distributed-computing evaluation machine-learning matrix-factorization pyspark pytorch recommendation-algorithms recommender-system
Language:Python 122
busesese / MultiTaskModel
multi task mode for esmm and mmoe
esmm mmoe pytorch multitask-learning recommendation-algorithms
Language:Python 108
Fisher87 / ai_explore
机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现
nlp recommendation-algorithms machine-learning deep-learning tensorflow text-matching ctr-prediction ner
Language:Python 65
wolf-bailang / AI-Projects
AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）
recommendation-algorithms deep-reinforcement-learning medical-images robotics deep-learning computer-vision graph-neural-netowrks machine-learning
Language:Jupyter Notebook 61
SSSxCCC / SLIM-recommendation
A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF
recommendation-algorithms recommendation-system
Language:Python 44
nreco / recommender
NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)
dot-net dotnetcore recommendation-engine recommendation-system collaborative-filtering mahout-cf-engine recommender-system recommendation-algorithms recommender
Language:C# 38
federicoparroni / recsys2019
The complete code and notebooks used for the ACM Recommender Systems Challenge 2019
recommender-systems recommender-system recommendation-algorithms recommender xgboost catboost recurrent-neural-networks tensorflow-ranking lightgbm acm challenge learning-to-rank
Language:Jupyter Notebook 28
hillup / recommend
practice on movielens using pytorch
deep-learning recommendation-algorithms
Language:Python 28
shrebox / 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.
recommender-system iiit-delhi auto-encoder matrix-factorization course-recommendation recommendation-algorithms
Language:Jupyter Notebook 27
voladorlu / MARank
Multi-order Attentive Ranking Model for Sequential Recommendation
recommender-system recommendation-algorithms sequential-recommendation
Language:Python 27
AmanPriyanshu / Federated-Recommendation-Neural-Collaborative-Filtering
Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.
federated-learning neural-network recommender-system distributed-learning federated iid movie-recommendation ncf neural-collaborative-filtering non-iid recommendation-engine recommendation-system collaborative-filtering deep-learning deep-recommender-system recommendation-algorithms
Language:Python 25
AmazingDD / MF-pytorch
Matrix Factorization reimplementation with pytorch
machine-learning matrix-factorization pytorch recommendation-algorithms recommender-system
Language:Python 25
zhengjingwei / recommender-system
推荐算法python实现
recommendation-system recommendation-algorithms python deep-learning
Language:Jupyter Notebook 25
xlniu / yonghuxingqujianmo
用户兴趣建模大赛 top10 开源代码
machine-learning ctr-prediction recommendation-algorithms
Language:Python 23
Kyung-Min / triplet_recommendations_keras
An example of doing MovieLens recommendations using triplet loss in Keras
keras keras-neural-networks triplet-loss recommendation-algorithms
Language:Python 21
mdh266 / RecommenderSystems
Recommender Systems and Collaborative Filtering
collaborative-filtering python recommendation-algorithms recommender-system sklearn
Language:Jupyter Notebook 17
sumitsidana / recsys_challenge_2020
This repository contains the code for 4th place solution for approach to RecSys Challenge 2020.
recsys2020 recommendation-algorithms recommender-system twitter-recommendation-algorithm
Language:Jupyter Notebook 17
tlatkowski / neural-recommender
Neural recommender system implementation in TensorFlow.
recommender-system recommendation-system recommender-systems recommendation-algorithms deep-learning deep-neural-networks collaborative-filtering deep-neural-network neural-collaborative-filtering matrix-factorization
Language:Python 16
sebsui / JavaRank
Recommendation engine in Java. Based on an ALS algorithm (Apache Spark). Train a new model after N seconds.
als ml mlab apache spark sparkml sparkmllib machine-learning java scala recommendation-engine recommendation-system recommendations recommendation-algorithms recommendation-algorithm recommender-system recommendation recommender-systems recommender recommend
Language:Java 14
shsarv / Restaurant-Recommendation-System
This repository contains code for the Recommendation system to find restaurants. An End to End Project developed using Flask and python. The website is hosted on Heroku.
recommendation-system recommendation-engine recommender-system cosine-similarity machine-learning python3 recommendation-algorithms
Language:HTML 13

recommendation-algorithms

datawhalechina / fun-rec

guoguibing / librec

alibaba / EasyRec

MaurizioFD / RecSys2019_DeepLearning_Evaluation

qiaoguan / deep-ctr-prediction

tsinghua-fib-lab / GNN-Recommender-Systems

PreferredAI / cornac

DSXiangLi / CTR

DataSystemsLab / recdb-postgresql

gaolinjie / awesome-recommender-systems

HKUDS / SSLRec

gabrielspmoreira / chameleon_recsys

MobileTeleSystems / RecTools

asif536 / Movie-Recommender-System

jrzaurin / RecoTour

CORE-Labet / CORE

sb-ai-lab / RePlay

busesese / MultiTaskModel

Fisher87 / ai_explore

wolf-bailang / AI-Projects

SSSxCCC / SLIM-recommendation

nreco / recommender

federicoparroni / recsys2019

hillup / recommend

shrebox / Course-Recommendation-System

voladorlu / MARank

AmanPriyanshu / Federated-Recommendation-Neural-Collaborative-Filtering

AmazingDD / MF-pytorch

zhengjingwei / recommender-system

xlniu / yonghuxingqujianmo

Kyung-Min / triplet_recommendations_keras

mdh266 / RecommenderSystems

sumitsidana / recsys_challenge_2020

tlatkowski / neural-recommender

sebsui / JavaRank

shsarv / Restaurant-Recommendation-System