avalluvan/SXR-Solar-Flare-Classification

Classification of solar flare morphology with soft X-ray observations using Chandrayaan-2/XSM

SXR-Solar-Flare-Classification

Classification of solar flare morphology with soft X-ray observations using Chandrayaan-2/XSM

Directory Contents

Chandrayaan-2 is abbreviated to CH2. XSM stands for the Solar X-ray Monitor onboard CH2.

• Anomaly Detection:
• Synthetic Data Generation:
• Training Framework:
• tutorial.ipynb: a guide to the repository in the form of an interactive python notebook.
• assets:
• data:
• docs: references used to write the code.

Dependencies

Scientific computing libraries

• numpy
• pandas
• scipy

Visualization package

• matplotlib

Learning frameworks

• tensorflow
• sklearn

Optional

• SuryaDrishti
• tqdm

---

If you use this work, please take a look at our LICENSE and acknowledge the authors.