- Clone the Repository
git clone https://github.com/ceyxasm/ISRO_XSM_analyser.git
- Change the present working directory
cd ISRO_XSM_analyser
- Run
pip install -r requirements.txt
in the directory.
- Execute
python3 main.py
The XSM is a scientific instrument designed to carry out spectroscopic observations of the Sun with stable spectral performance over a wide range of solar intensities.
A statistical/machine learning model and a web-based application was created to recognize and categorize X-ray bursts using open-source technologies.
-
This project was made under Mid-prep Problem Statement given by ISRO in Inter-IIT Tech Meet 10.0
-
detailed report of the same
-
Statisical logic implemented can be found here
-
For more info, read here
-
Satelitte data for testing the model can be found at pradan portal
