This code based on https://github.com/shenweichen/DeepCTR-Torch.
- DSSM
- ESMM
- Wide&Deep
- DeepFM
- NFM
- AFM
- DCN
| 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 |