Published August 3, 2020 | Version 0.1.0
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stella: Convolutional Neural Networks for Flare Identification in TESS

  • 1. University of Chicago
  • 2. University of New South Wales
  • 3. Flatiron Institute

Description

stella is a python package to create and train, or use pre-created, convolutional neural networks to identify flares in TESS (Transiting Exoplanet Survey Satellite) 2-minute data. In its simplest form, stella takes any light curve and returns a probability light curve, which contains information on which cadences are identified as part of a flare. The paper describing the methods can be found here on the arXiv.

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stella-0.1.0.zip

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