synthetic_data

Using a GAN to generate synthetic data for application in fraud detection.

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Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
.gitignore		.gitignore
0101_eda_synthetic_fraud.ipynb		0101_eda_synthetic_fraud.ipynb
0102_feature_selection_boruta_synthetic_fraud.ipynb		0102_feature_selection_boruta_synthetic_fraud.ipynb
0201_simple_model_synthetic_fraud.ipynb		0201_simple_model_synthetic_fraud.ipynb
0202_binary_encoded_features_synthetic_fraud.ipynb		0202_binary_encoded_features_synthetic_fraud.ipynb
0203_simple_model_feature_select_synthetic_fraud.ipynb		0203_simple_model_feature_select_synthetic_fraud.ipynb
0204_simple_model_no_steps_feature_select_synthetic_fraud.ipynb		0204_simple_model_no_steps_feature_select_synthetic_fraud.ipynb
0301_GAN_for_synthetic_data_preliminary_experiments.ipynb		0301_GAN_for_synthetic_data_preliminary_experiments.ipynb
0302_GAN_for_synthetic_data.ipynb		0302_GAN_for_synthetic_data.ipynb
0303_adapt_DCGAN_synthetic_fraud.ipynb		0303_adapt_DCGAN_synthetic_fraud.ipynb
0401_test_gan_class_synthetic_fraud.ipynb		0401_test_gan_class_synthetic_fraud.ipynb
0402_test_gan_class_on_MNIST.ipynb		0402_test_gan_class_on_MNIST.ipynb
0403_test_gan_class_with_dictionary_architectures.ipynb		0403_test_gan_class_with_dictionary_architectures.ipynb
README.md		README.md
gan_tf2.py		gan_tf2.py
gan_tools.py		gan_tools.py
mmd.py		mmd.py
ops.py		ops.py