文件名称:CTR_DeepModel_Keras:CTR深度学习模型Keras实现
文件大小:7KB
文件格式:ZIP
更新时间:2024-05-29 10:44:37
JupyterNotebook
CTR_DeepModel_Keras CTR深度学习模型Keras实现 暂时只复现了PNN,DeepFM,DCN,之后会实现其他网络结构 1.PNN 模型 2.DeepFM 模型 3.DCN 模型(代码还没更新,稍后会更新) 参考: [1] [2][Deep & Cross Network for Ad Click Predictions] [3][DeepFM: A Factorization-Machine based Neural Network for CTR Prediction] [4][Product-based Neural Networks for User Response Prediction]
【文件预览】:
CTR_DeepModel_Keras-master
----model()
--------DeepFM.ipynb(6KB)
--------PNN.ipynb(5KB)
--------DCN.ipynb(9KB)
----README.md(763B)