collaborative-filtering · GitHub Topics

gorse-io / gorse

#计算机科学#Gorse是一个用Go语言编写的开源推荐系统。Gorse的目标是成为一个通用的开源推荐系统，可以很容易地被引入到各种各样的在线服务中。通过将物品、用户和交互数据导入到Gorse中，系统将自动训练模型，为每个用户生成推荐。

recommender-system collaborative-filtering Go knn 机器学习

Go 8.98 k

8 天前

hongleizhang / RSPapers

#计算机科学#RSTutorials: A Curated List of Must-read Papers on Recommender System.

read-papers recommender-system survey collaborative-filtering 深度学习

6.36 k

10 个月前

RUCAIBox / RecBole

#计算机科学#A unified, comprehensive and efficient recommendation library

recommender-systems collaborative-filtering knowledge-graph ctr-prediction 深度学习 PyTorch graph-neural-networks sequential-recommendation recommendations recommendation-system recommender

Python 3.8 k

4 个月前

benfred / implicit

#计算机科学#Fast Python Collaborative Filtering for Implicit Feedback Datasets

collaborative-filtering 机器学习 matrix-factorization recommender-system recommendation-system recommendation

Python 3.68 k

1 年前

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 3.26 k

2 年前

robi56 / Deep-Learning-for-Recommendation-Systems

#计算机科学#This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

recommender-system 深度学习机器学习 Python Tensorflow collaborative-filtering 神经网络

2.84 k

5 年前

shenweichen / DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

dssm youtubednn mind collaborative-filtering factorization-machines matching recommendation

Python 2.35 k

2 个月前

hexiangnan / neural_collaborative_filtering

#计算机科学#Neural Collaborative Filtering

深度学习 recommender-system collaborative-filtering

Python 1.84 k

3 年前

NVIDIA / DeepRecommender

#计算机科学#Deep learning for recommender systems

collaborative-filtering 深度学习 gpu recommendation-engine

Python 1.69 k

4 年前

cheungdaven / DeepRec

#计算机科学#An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

recommender-systems 深度学习 Tensorflow recommendation recommendation-system 神经网络 Python collaborative-filtering rating-prediction top-n-recommendations matrix-factorization

Python 1.15 k

3 年前

rixwew / pytorch-fm

Factorization Machine models in PyTorch

factorization-machines PyTorch deepfm xdeepfm ffm fm nfm dcn pnn ctr-prediction collaborative-filtering

Python 1.06 k

1 年前

wubinzzu / NeuRec

#计算机科学#Next RecSys Library

recommender-systems neural-networks collaborative-filtering 深度学习 Tensorflow variational-autoencoder autoencoder convolutional-neural-networks adversarial-learning sequential gcn social-network

Python 1.06 k

2 年前

towardsai / tutorials

#自然语言处理#AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

机器学习数据科学深度学习 neural-networks 数学自然语言处理 Python 编程 python-tutorial 教程 google-colab linear-algebra recommendation-system collaborative-filtering sentiment-analysis

Jupyter Notebook 1.01 k

1 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.

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 986

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 960

2 个月前

xiangwang1223 / neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

collaborative-filtering graph-neural-network recommender-system recommendation

Python 829

5 年前

bluemapleman / NewsRecommendSystem

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

recommender-system collaborative-filtering content-based-recommendation

Java 793

6 年前

AmazingDD / daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...

recommender-system matrix-factorization factorization-machines k-nearest-neighbors PyTorch slim collaborative-filtering deepfm nfm vae afm

Python 552

10 个月前