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Developed a predictive model to analyze and infer properties from over 3,000 stellar spectra of red giants in the APOGEE survey using Python.

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Modeling-Stellar-Spectra

This repository contains Python code for a project on the analysis and modeling of stellar spectra using data from the APOGEE survey. The project uses machine learning techniques to predict stellar properties based on their spectra.

Installation

Before running the scripts, ensure you have Python installed and then install the required packages & files :

allStar: https://live-sdss4org-dr16.pantheonsite.io/irspec/spectro_data/ sensitivity lines: https://github.com/jobovy/apogee/blob/main/apogee/spec/plot.py

Refer to Modeling_Stellar_Spectra.pdf for a full report on the project

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Developed a predictive model to analyze and infer properties from over 3,000 stellar spectra of red giants in the APOGEE survey using Python.

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