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Solar Active Region Classification using SVM

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Data

The data consists of physical parameters derived from the SHARP data products.

  • Active Region observations from 2010 - 2014
  • Limited to five parameters
  • Labelled into flaring or non-flaring based on the GOES event list

Quick Setup Guide

  • Install dependencies
pip install -r requirements.txt
  • Download the data
gdown --fuzzy "https://drive.google.com/file/d/11qNpY_boQ0Y4m10xSoZBrVoaQ0xMIo6l/view?usp=sharing"
  • Check data integrity
md5sum -c data/combined_sharp_lorentz_labeled.csv.md5