ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

ASCL Code Record

[ascl:2409.011] ClassiPyGRB: Swift/BAT GRB visualizer and classifier

ClassiPyGRB downloads, processes, visualizes, and classifies GRBs in the Swift/BAT database. Users can query light curves for any GRB and use tools to preprocess the data, including noise/duration reduction and interpolation. The package provides a set of facilities and tutorials for classifying GRBs based on their light curves using a method based on a dimensionality reduction of the data using t-Distributed Stochastic Neighbour Embedding (TSNE); results are visualized using a Graphical User Interface (GUI). ClassiPyGRB also plots and animates the results of the TSNE analysis for a deeper hyperparameter grid search.

Code site:
https://github.com/KenethGarcia/ClassiPyGRB https://pypi.org/project/ClassiPyGRB/
Used in:
https://ui.adsabs.harvard.edu/abs/2024MNRAS.527.8140A
Described in:
https://ui.adsabs.harvard.edu/abs/2023ApJ...951....4G https://ui.adsabs.harvard.edu/abs/2024JOSS....9.5923G
Bibcode:
2024ascl.soft09011G

Views: 146

ascl:2409.011
Add this shield to your page
Copy the above HTML to add this shield to your code's website.