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Unsupervised anomaly detection with generative model, keras implementation

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dawdleryang/anogan-keras

 
 

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This repo is forked from https://github.com/tkwoo/anogan-keras, and modified to deal with credit card fraud detection.

The dataset is taken from https://www.kaggle.com/mlg-ulb/creditcardfraud.

How to Run:

#train & test

python main_credit.py --mode train --epoch xx (--label_idx 0/1 --img_idx yy)

#test only

python main_credit.py (--label_idx 0/1 --img_idx yy)

This repo is for GAN method only, the other 6 supervised methods and 3 unsupervised methods, please refer to https://github.com/jill2834/Credit_Card_Fraud_Detection.

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