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[ascl:2103.012] AstroNet-Triage: Neural network for TESS light curve triage

AstroNet-Triage contains TensorFlow models and data processing code for identifying exoplanets in astrophysical light curves; this is the triage version of two TESS neural networks. For the vetting version, see AstroNet-Vetting (ascl:2103.011). The TensorFlow code downloads and pre-processes TESS data, builds different types of neural network classification models, trains and evaluates new models, and generates new predictions using a trained model. Utilities that operate on light curves are provided; these reading TESS data from .h5 files, and perform phase folding, splitting, binning, and other tasks. C++ implementations of some light curve utilities are also included.

Code site:
https://github.com/yuliang419/AstroNet-Triage
Described in:
https://ui.adsabs.harvard.edu/abs/2019AJ....158...25Y
Bibcode:
2021ascl.soft03012Y

Views: 84

ascl:2103.012
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