Parameterisation and Classification of Stellar Spectrum using Artificial Neural Networks (ANN)

Python code for parameterisation and classification of stellar spectra with the help of Artifical Neural Networks (ANN). This project was carried out over a 8 day period at the Indo-French School on Spectroscopy and Polarimetry, IUCAA, Pune conducted in August 2017.

Authors

• Avinash Singh (IIA, Bengaluru)
• Kaushal Sharma (IUCAA, Pune)
• Athira Sathyakumar (IISER, Kolkata)
• Mridusmita Buragohain (Tezpur University)
• Sorabh Chhabra (IUCAA, Pune)
• Fency

Requirements

• numpy
• scipy
• pandas
• astropy
• sklearn
• matplotlib, seaborn (for plotting)