CADET
Machine learning pipeline for detection of X-ray cavities on Chandra images of early-type galaxies and galaxy clusters.
MIT License
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Keras v2.15 or lower
Unfortunately, Keras3 does not support the original CADET model trained with Keras v2.8. I highly recommend using Keras and Tensorflow v2.15 or lower.
DS9 extension no longer supported
Due to problems with the installation of pyds9 package, CADET will no longer be available as DS9 extension.
Cavity rotation angle and ellipticity
We added additional functionality that allows for the estimation of the rotational angle and ellipticity of X-ray cavities detected by CADET by performing a Principal Component Analysis (PCA). For more info, see the updated example.
Published by tomasplsek 11 months ago
Mainly bugfixes from version 0.1.4.
Published by tomasplsek over 1 year ago
First release of the CADET pipeline (Plšek et al. 2023) bundled as a Python package!
An exemplary notebook can be found here: