The ExoGAN code is a Deep Convolutional Generative Adversarial Network (DCGAN) trained to perform atmospheric retrievals of transmission spectra of exoplanets. ExoGAN can easily be modified to train on a diverse range of problems.
These sets of pages will be populated with installation instructions and how-to tutorials. If you have a specific question, please email Tiziano Zingales (firstname.lastname@example.org) or Ingo Waldmann (email@example.com).
ExoGAN is available on GitHub:
the training data (10 million transmission spectra) can be found here:
Zingales T., Waldmann I.P., AJ accepted, arXiv:1806.02906
- Tiziano Zingales
- Ingo Waldmann
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