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Synthetic data generation experiments with GANs to compare prominent results including CTGAN with lossless VKD.

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AvaAvarai/gan_gen

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gan_gen

Synthetic data generation experiments with GANs to compare our lab's results with CTGAN results.

folders

Each folder has a different GAN implementation. With individual for each sub-project in a requirements.txt in the folder for Python pip library installation.

ctgan_lib_test

This implements the ctgan using the library developed by CTGAN authors, utilizing paramaters recommended in their paper.

custom_gan

This implements a basic GAN with a discriminator, critic model like the CTGAN authors developed.

License

This project is free for personal and commercial use under the MIT License, see LICENSE for full license details.

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Synthetic data generation experiments with GANs to compare prominent results including CTGAN with lossless VKD.

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