Cretio Kaggle Display Advertising Challenge Dataset

wget https://s3-eu-west-1.amazonaws.com/criteo-labs/dac.tar.gz

Transfer data format

python transfer.py

This script will generate an output data file named ${path_train}.yx and a feature index file named path_fea_index

Split the data to train/test

python split_train.py

This script will split the data to train/test dataset respectively.

Model

LR, FM, FNN, CCPM and PNN are all implemented in models.py, based on TensorFlow.

You can train any of the models in main.py.

For any questions, please report the issues or contact Junwei Pan(pandevirus@gmail.com).