QinHsiu / GDCN

The code of GDCNv2

The code of 《Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction》

The structure of this project：

• data/*. Including the data and the dataloader. First, download the corresponding data and put it into the folder.

  • Criteo
  • Avazu
  • Malware
  • Frappe
  • ML-tag

• models/*. The implement of existing CTR models and our proposed GCN, GDCN-S and GDCN-P. There are currently over 30 CTR models available here. We will continue to update and add new models.

• utils/*. Some common functions.

• train_base.py. Run this project by this file.