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CometGPs

Using Gaussian Processes to model the light curves of asteroids and comets.

We would like to:

  • reliably detect periods and estimate their uncertainties with sparse data
  • reliable estimate the amplitude of the variations and its uncertainties
  • (future): take into account trends in the pulse profile and the overall light curve shape
  • (future): think about forecasting where ideal future observations should take place

Current dependencies (beyond anaconda3)

  • corner
  • dynesty
  • george
  • emcee
  • gatspy

Copyright © 2017 the authors

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Gaussian Processes for Comets and Asteroids

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