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Curve fitting routines for astrophysical (SDSS) spectrographs

License: The Unlicense

Jupyter Notebook 100.00%
curve-fitting spectrograph astronomy astrophysics sdss powerlaw gaussian sherpa astropy scipy

curve_fit's Introduction

curve_fit

These workbook uses Scipy (1.0.0) to find a power law curve fit for a astrophysical-source spectral continuum (in this case an optical spectrum downloaded from SDSS) and Astropy (3.0.2) to fit a Gaussian to the emission lines.

Currently you need to manually isolate a portion of the spectrum with the emission line you are interested in, and subtract the baseline continuum power-law curve fit.

Also trying out sherpa, powerlaw, pyspeckit, and astropy model fit to continuum - these still need variable amounts of work to get them functioning properly.

It would be nice to figure out how to automate these processes - ?scikit-learn

I'm new to this GitHub business, so bear with me if I get it wrong!

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