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[ascl:2010.007] stella: Stellar flares identifier

stella creates and trains a neural network to identify stellar flares. Within stella, users can simulate flares as a training set, run a neural network, and feed in their own data to the neural network model. The software returns a probability at each data point as to whether that data point is part of a flare; the code can also characterize the flares identified.

Code site:
https://github.com/afeinstein20/stella
Used in:
https://ui.adsabs.harvard.edu/abs/2020arXiv200811681G
Described in:
https://ui.adsabs.harvard.edu/abs/2020AJ....160..219F https://ui.adsabs.harvard.edu/abs/2020JOSS....5.2347F
Bibcode:
2020ascl.soft10007F

Views: 3192

ascl:2010.007
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