GitHub - nesar/SkyEmu

Project on emulating images using generative models. Applications on Galaxy and ISM images.

Run for the first time: conda env create -f skyemu.yml

conda activate skyemu

Name		Name	Last commit message	Last commit date
Latest commit History 67 Commits
CVAE_galsim		CVAE_galsim
OldSlurms		OldSlurms
__pycache__		__pycache__
model_dir		model_dir
vae_cnn		vae_cnn
.DS_Store		.DS_Store
Cl_VAEpredictGPy.py		Cl_VAEpredictGPy.py
Cl_VAEpredictP4_debug.py		Cl_VAEpredictP4_debug.py
Cl_denoiseP4_debug.py		Cl_denoiseP4_debug.py
README.md		README.md
SetPub.py		SetPub.py
assessments.py		assessments.py
cond_vae_cosmos.py		cond_vae_cosmos.py
cond_vae_test.py		cond_vae_test.py
cosmos.py		cosmos.py
cvae.py		cvae.py
cvae_2.py		cvae_2.py
cvae_Scatter_z.png		cvae_Scatter_z.png
cvae_cosmos.py		cvae_cosmos.py
cvae_cosmos_2.py		cvae_cosmos_2.py
cvae_v1.py		cvae_v1.py
flow.py		flow.py
gengal.py		gengal.py
gengal.pyc		gengal.pyc
gp_cosmos.py		gp_cosmos.py
gp_cosmos_maf.py		gp_cosmos_maf.py
gp_model.py		gp_model.py
latinHyp_plot.py		latinHyp_plot.py
load_vae_cluster.py		load_vae_cluster.py
mcmc_5para.py		mcmc_5para.py
network_params.py		network_params.py
params_debug.py		params_debug.py
pcagp_emulator.py		pcagp_emulator.py
plot_correlations.py		plot_correlations.py
run_latentdim.py		run_latentdim.py
run_mse_dataset.py		run_mse_dataset.py
skyemu.yml		skyemu.yml
skyemu2.yml		skyemu2.yml
submit_p100_conda_debug.sh		submit_p100_conda_debug.sh
testing.py		testing.py
vae_cnn.png		vae_cnn.png
vae_cnn_decoder.png		vae_cnn_decoder.png
vae_cnn_encoder.png		vae_cnn_encoder.png
vae_cnn_galsim.h5		vae_cnn_galsim.h5
vae_cnn_galsim_cosmos.h5		vae_cnn_galsim_cosmos.h5
vae_cnn_mnist.h5		vae_cnn_mnist.h5
vae_v1.py		vae_v1.py

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