recommendation-algorithms · GitHub Topics

datawhalechina / fun-rec

#面试#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 深度学习 algorithm-engineering 面试 recommendation-algorithms 机器学习

Jupyter Notebook 5.31 k

19 天前

guoguibing / librec

LibRec: A Leading Java Library for Recommender Systems, see

recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization recommender systems factorization Matrix tensor collaborative filtering sparse Java

Java 3.25 k

2 年前

alibaba / EasyRec

A framework for large scale recommendation algorithms.

recommendation-algorithms recommender-system dssm esmm mind deepfm din online-learning multi-task-learning automl capsule-network ctr-prediction

Python 1.92 k

4 天前

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

1.02 k

2 年前

MaurizioFD / RecSys2019_DeepLearning_Evaluation

#计算机科学#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.

翻译 - 这是我们在RecSys 2019中发表的文章的资料库，``我们真的取得了很大进展吗？对最近的神经推荐方法的担忧分析''

recommender-system recommendation-system recommendation-algorithms 深度学习 evaluation-framework 神经网络 collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization

Python 987

2 年前

PreferredAI / cornac

A Comparative Framework for Multimodal Recommender Systems

recommender-system recommendation-algorithms recommendation-engine matrix-factorization collaborative-filtering multimodal-learning recommendation-system multimodality

Python 933

14 天前

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 recommendation-algorithms esmm deepfm resnet xdeepfm afm transformer recommendation recommendation-algorithm fibinet

Python 922

5 年前

HKUDS / SSLRec

#计算机科学#[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

collaborative-filtering contrastive-learning graph-neural-networks recommender-systems self-supervised-learning 深度学习 recommendation-algorithms

Python 497

4 个月前

DSXiangLi / CTR

CTR模型代码和学习笔记总结

ctr-prediction recommendation-algorithms fm ffm Tensorflow pnn fnn deepfm afm nfm frappe dcn xdeepfm fibinet deepinterestnetwork

Python 383

4 年前

DataSystemsLab / recdb-postgresql

#计算机科学#RecDB is a recommendation engine built entirely inside PostgreSQL

recommendation-algorithms 数据库 recommendation-engine recommender-system recommendation recommendation-system 机器学习

C 365

5 年前

MobileTeleSystems / RecTools

#计算机科学#RecTools - library to build Recommendation Systems easier and faster than ever before

深度学习机器学习 personalization recommendation-system recsys recommendation-algorithms recommendation-engine recommender-system

Python 328

12 天前

sb-ai-lab / RePlay

#算法刷题#A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

算法 distributed-computing evaluation 机器学习 pyspark PyTorch recommendation-algorithms recommender-system collaborative-filtering 深度学习 matrix-factorization recsys transformers

Python 325

5 天前

gaolinjie / awesome-recommender-systems

#Awesome#A curated list of awesome resources about Recommender Systems.

Awesome Lists recommender-systems recommendation-algorithms

318

5 年前

gabrielspmoreira / chameleon_recsys

#计算机科学#Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Tensorflow 深度学习深度神经网络 recommender-system recommendation-system recommendation-engine recommendation-algorithms lstm rnn word-embeddings word2vec

Python 277

2 年前

asif536 / Movie-Recommender-System

#计算机科学#Basic Movie Recommendation Web Application using user-item collaborative filtering.

collaborative-filtering 机器学习 recommendation-system recommender-system rate recommendation-engine recommendation-algorithms

HTML 220

3 年前

jrzaurin / RecoTour

#计算机科学#A tour through recommendation algorithms in python [IN PROGRESS]

recommendation-algorithms Python collaborative-filtering matrix-factorization lightgbm 深度学习

Jupyter Notebook 176

3 个月前

busesese / MultiTaskModel

multi task mode for esmm and mmoe

esmm mmoe PyTorch multitask-learning recommendation-algorithms

Python 137

4 年前

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

Python 128

2 年前

alibaba / TorchEasyRec

An easy-to-use framework for large scale recommendation algorithms.

deepfm din dssm multi-task-learning ple recommendation-algorithms recommender-system tdm

Python 90

9 天前

wolf-bailang / AI-Projects

#计算机科学#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 Robotics 深度学习机器视觉机器学习

Jupyter Notebook 87

2 年前