AstroNet-Vetting: Neural network for TESS light curve vetting
Abstract
AstroNet-Vetting identifies exoplanets in astrophysical light curves. This is the vetting version of two TESS neural networks; for the triage version, see AstroNet-Triage (ascl:2103.012). The package contains TensorFlow code that downloads and pre-processes TESS data, builds different types of neural network classification models, trains and evaluates a new model, and uses a trained model to generate new predictions. It includes utilities for operating on light curves, such as for reading TESS data from .h5 files, phase folding, splitting, and binning. In addition, C++ implementations of light curve utilities are also provided.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- March 2021
- Bibcode:
- 2021ascl.soft03011Y
- Keywords:
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- Software