collaborative-filtering · GitHub Topics

gorse

@gorse-io

#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

Go8.67 k

5 天前🇨🇳

RecBole

@RUCAIBox

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

翻译 - 统一，全面，高效的推荐库

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

Python3.42 k

4 个月前

DeepMatch

浅梦@shenweichen

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.

翻译 - 用于推荐和广告的深度匹配模型库。训练模型和导出用户和项目的表示向量非常容易，可用于ANN搜索。

dssm youtubednn mind collaborative-filtering factorization-machines matching

Python2.25 k

7 个月前

RecSys2019_DeepLearning_Evaluation

@MaurizioFD

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 evaluation-framework collaborative-filtering content-based-recommendation hybrid-recommender-system

Python980

2 年前