Galaxy-Classification-Research-Project

Detecting hidden galactic disks in early-type (elliptical) galaxies with deep learning

Name		Name	Last commit message	Last commit date
.vscode		.vscode
custom_models		custom_models
gans/wgan		gans/wgan
utility		utility
.gitattributes		.gitattributes
.gitignore		.gitignore
Classifying_Survey_Data.ipynb		Classifying_Survey_Data.ipynb
README.md		README.md
autoencoder.ipynb		autoencoder.ipynb
califa_testing.ipynb		califa_testing.ipynb
califa_testing_with_augmentation.ipynb		califa_testing_with_augmentation.ipynb
classify_CG_611.ipynb		classify_CG_611.ipynb
classify_NGC_6861.ipynb		classify_NGC_6861.ipynb
create_model_from_simulation_data.ipynb		create_model_from_simulation_data.ipynb
gamornet.ipynb		gamornet.ipynb
gamornet_backup.ipynb		gamornet_backup.ipynb
gamornet_with_augmentation.ipynb		gamornet_with_augmentation.ipynb
gan.ipynb		gan.ipynb
gen.py		gen.py
gradcam.py		gradcam.py
keract_d.ipynb		keract_d.ipynb
keras-vis.ipynb		keras-vis.ipynb
metrics.csv		metrics.csv
model.png		model.png
resnet.ipynb		resnet.ipynb
results.ipynb		results.ipynb
style_transfer.ipynb		style_transfer.ipynb
test.ipynb		test.ipynb
test.png		test.png
test26d (classification).ipynb		test26d (classification).ipynb
test_SDSS_data.ipynb		test_SDSS_data.ipynb
test_sim_model_on_califa.ipynb		test_sim_model_on_califa.ipynb
train_esnet.ipynb		train_esnet.ipynb
train_model.ipynb		train_model.ipynb
trained_model.hdf5		trained_model.hdf5
transfer_esnet.ipynb		transfer_esnet.ipynb
transfer_learning.ipynb		transfer_learning.ipynb
vis.ipynb		vis.ipynb

Navigation Menu