transformation-importance/ex_cosmology at master · csinva/transformation-importance

Name		Name	Last commit message	Last commit date
parent directory ..
ref		ref
01_train_models.ipynb		01_train_models.ipynb
02_freq_run_cd.ipynb		02_freq_run_cd.ipynb
03_freq_analyze.ipynb		03_freq_analyze.ipynb
autoencoder.ipynb		autoencoder.ipynb
data.py		data.py
fig_omegam_curves.png		fig_omegam_curves.png
iResnet.ipynb		iResnet.ipynb
learn_cnn_filters.ipynb		learn_cnn_filters.ipynb
learn_cnn_filters_and_mask.ipynb		learn_cnn_filters_and_mask.ipynb
load_filters.ipynb		load_filters.ipynb
mask_opt.ipynb		mask_opt.ipynb
models.py		models.py
readme.md		readme.md
train_models_gaussian_map.ipynb		train_models_gaussian_map.ipynb
visualize.py		visualize.py

readme.md

01_train_models.ipynb downloads the simulated cosmology images and trains a model to predict cosmological parameters
(optional) pytorch wavelets https://github.com/fbcotter/pytorch_wavelets