jiangnanboy / recommendation_methods
个性化推荐模型，主要包括als、als_wr、biaslfm、lfm、nmf、svdpp、基于内容、基于内容回归、user-cf、item-cf、slopeone、关联规则以及基于内容和cf的混合等模型。
☆31Updated 2 years ago
Alternatives and similar repositories for recommendation_methods:
Users that are interested in recommendation_methods are comparing it to the libraries listed below
- 基于注意力机制的群组推荐系统实现☆18Updated 6 years ago
- collaborative filtering methods for recommender systems☆62Updated 3 years ago
- 自己学习推荐系统过程中用到的代码☆50Updated 5 years ago
- 对KGCN的代码做了一些注释，希望有需要的同学看了后有所帮助。☆36Updated 4 years ago
- 推荐系统---实验+复现+创新☆51Updated last year
- Pytorch for autorec with collaborative filtering☆33Updated 6 years ago
- 推荐算法学习☆39Updated last year
- ☆31Updated 5 years ago
- movie recommender on ml-1m dataset by nerual network☆31Updated 6 years ago
- Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.☆89Updated 5 years ago
- 简单的实现推荐系统的召回模型和排序模型，其中召回模型使用协同过滤算法，排序模型使用gbdt+lr算法☆59Updated 6 years ago
- This repository provides a comprehensive implementation of a deep neural network-based recommendation system similar to YouTube's. The re…☆54Updated 5 months ago
- SR-GNN增加中文注释（学习版本）☆32Updated last year
- 基于netflix prize 和 H&M开源数据集，从零开始构建企业级推荐系统。☆82Updated last month
- 推荐系统之深度学习模型，框架采用tensorflow2☆55Updated 2 years ago
- 实现了基于协同过滤(UserCF)的模型、基于隐语义(LFM)的模型、基于图(PersonalRank)的模型，并结合三种模型的结果给出最终结果的推荐算法☆24Updated 5 years ago
- 推荐系统实践(基于近邻和LFM的推荐系统)☆100Updated 6 years ago
- Easy-to-use pytorch-based framework for RecSys models☆40Updated 4 years ago
- Attentive Group Recommendation☆133Updated 4 years ago
- 推荐系统实战☆33Updated 5 years ago
- It's a realization of the algorithm SoRec (Social Recommendation Using Probabilistic Matrix Factorization) which was published in 2008.☆15Updated 5 years ago
- rater, recommender systems. 推荐模型，包括：DeepFM，Wide&Deep，DIN，DeepWalk，Node2Vec等模型实现，开箱即用。☆44Updated 4 years ago
- 短视频 youtube召回模型推荐，特征包括标题 tags id，tfserving docker部署☆23Updated 4 years ago
- Share Some Recommender System Paper I read.☆66Updated 3 years ago
- Recommendation system based on knowledge graph embedding☆160Updated 5 years ago
- 推荐系统相关模型 包括召回和排序☆29Updated 5 years ago
- 机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现☆67Updated 2 years ago
- tensorflow2.0 实现的 DeepFM，使用 Criteo 子数据集加以实践。☆29Updated 4 years ago
- Spark SQL 实现 ItemCF，UserCF，Swing，推荐系统，推荐算法，协同过滤☆137Updated 5 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆67Updated 7 months ago