lmuxz / CDA

Coordinate-wise Adaptation

The source code has been used by the following paper:

Luxin Zhang, Pascal Germain, Yacine Kessaci, Christophe Biernacki. Target to Source Coordinate-wise Adaptation of Pre-trained Models ECML-PKDD, 2020.

Content

• ./data folder contains the amazon dataset and the url of the kaggle fraud detection dataset.
• ./model folder contains the pre-trained model.
• ./src folder contains the source code of models.
• ./supplementary.pdf file contains the supplementary experiments results.
• ./amazon_review_preprocessing.py and ./kaggle_fraud_detection_preprocessing.py contain the data preprocessing steps.
• ./amazon_review.ipynb and ./kaggle_fraud_detection.ipynb contain the experiments.

Data

The kaggle fraud detection dataset could be find here:

https://www.kaggle.com/c/ieee-fraud-detection

Before executing expriments, make sure to preprocess the dataset to get correct representations.