GitHub - rajatsaxena314/CNNs-for-Mass-Estimation-of-X-Rays-Clusters: In this code, convolutional neural networks (CNNs) are employed to estimate the masses of galaxy clusters from simulated X-ray images.

test-notebook.ipynb has a detailed markdown description of CNNs and the architecture of the model.
All necessary .py files are in the repository.
This repository doesn't have the training data. The Training data can be requested by contacting the owner of the repo or can be downloaded from https://erosita.mpe.mpg.de/edr/eROSITAObservations/Catalogues/liuT/eFEDS_catalog_V3.3.html

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
README.md		README.md
data_importer.py		data_importer.py
histogram.py		histogram.py
loss.py		loss.py
make_my_plot.py		make_my_plot.py
model.py		model.py
pre_process.py		pre_process.py
test-notebook.ipynb		test-notebook.ipynb

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