RecommendationCTR

Recommendation model for CTR prediction

Closed projects. The performance is no better than LightGCN(Xiangnan He)

Implementation based on following project

https://github.com/LunaBlack/KGAT-pytorch # model KGAT Pyorch implementation
https://github.com/xiangwang1223/knowledge_graph_attention_network # model KGAT Tensorflow implementation
https://github.com/gusye1234/LightGCN-PyTorch # model LightGCN Pyorch implementation
https://github.com/shenweichen/GraphEmbedding # a lot of graph embedding model (DeepWalk, Struc2Vec, etc.) implementation

Environment Requirement

The code has been tested running under Python 3.6.8. The required packages are as follows:

If you want to use GPU, you should install cuda-version of torch & dgl

torch
dgl
numpy
pandas
scipy
sklearn
networkx
fastdtw
joblib