AstroNet-Triage: Neural network for TESS light curve triage
Abstract
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.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- March 2021
- Bibcode:
- 2021ascl.soft03012Y
- Keywords:
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- Software