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Toward deep generative modeling of cosmological simulations

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README.md

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cgan_toy.py

cgan_toy.py

 
 

diag.py

diag.py

 
 

grf_dcgan.py

grf_dcgan.py

 
 

helpers.py

helpers.py

 
 

models.py

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multiz.jpg

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nbody_dcgan.py

nbody_dcgan.py

 
 

plotting_fns.py

plotting_fns.py

 
 

power_spec.py

power_spec.py

 
 

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NbodyGAN

Toward deep generative modeling of cosmological simulations with heavy-tailed generative adversarial networks. arXiv link here: https://arxiv.org/abs/2005.03050

cGAN-generated Nbody realization or redshift 3 to 0

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  • Python 100.0%