ASCL Code Record
[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/2022AJ....163..144G
- Described in:
- https://ui.adsabs.harvard.edu/abs/2020AJ....160..219F https://ui.adsabs.harvard.edu/abs/2020JOSS....5.2347F
- Bibcode:
- 2020ascl.soft10007F
Preferred citation method:
https://ui.adsabs.harvard.edu/abs/2020JOSS....5.2347F ; if including the flare rate of young stars in the TESS Southern Hemisphere or the details of the CNNs, please also cite https://ui.adsabs.harvard.edu/abs/2020AJ....160..219F
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