/deepctr_two_tower

来自： https://blog.csdn.net/olizxq/article/details/118068337。 可以练习一下pyTorch双塔, 而且不是用其他第三方wrapper.

Primary LanguagePython

Deep CTR Model

This code based on https://github.com/shenweichen/DeepCTR-Torch.

1、Model

  • DSSM
  • ESMM
  • Wide&Deep
  • DeepFM
  • NFM
  • AFM
  • DCN

2、Blog

模型 论文 博客
DSSM Learning Deep Structured Semantic Models for Web Search using Clickthrough Data DSSM双塔模型及pytorch实现
ESMM Entire Space Multi-Task Model - An Effective Approach for Estimating Post-Click Conversion Rate (Alibaba 2018) 基于多任务学习的CVR模型：ESMM及pytorch实现