CoreNet: Leveraging Context-Aware Representations via MLP Networks for CTR Prediction

This is repo of paper "CoreNet: Leveraging Context-Aware Representations via MLP Networks for CTR Prediction".

Datasets

Datasets are downloaded from:

• Criteo, Frappe, MovieLens 2M: https://github.com/WeiyuCheng/AFN-AAAI-20
• Avazu: https://www.kaggle.com/c/avazu-ctr-prediction

Environment Requirements

The code has been tested running under Python 3.8. The required packaged for reproducing environment could be found in requirements.txt

pip install -r requirements.txt

Preprocess

run

python src/preprocess/run_preprocess.py --dataset {name_dataset}

Training

run

python src/train.py --dataset {name_dataset}