Published April 3, 2024 | Version 1.1.0
Software Open

ClassiPyGRB: Machine Learning-Based Classification and Visualization of Gamma Ray Bursts using t-SNE

  • 1. Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Apartado Postal 70-543, 04510 CDMX, México
  • 2. Department of Physics, University of Rome - Tor Vergata, via della Ricerca Scientifica 1, 00100 Rome, IT

Description

ClassiPyGRB is a Python 3 package to download, process, visualize, and classify Gamma-Ray-Bursts (GRBs) from the Swift/BAT Telescope (https://swift.gsfc.nasa.gov/about_swift/bat_desc.html) database. It is distributed over the GNU General Public License Version 2 (1991). Please read the complete description of the method and its application to GRBs in The Journal of Open Source Software publication.

Files

ClassiPyGRB-1.1.0.zip

Files (96.2 MB)

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Additional details

Related works

Is derived from
Journal article: 10.3847/1538-4357/acd176 (DOI)

Software

Repository URL
https://github.com/KenethGarcia/ClassiPyGRB
Programming language
Python
Development Status
Active