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Datasets
Galaxy10 DECals Dataset
Galaxy10 SDSS Dataset
Basics of astroNN
Getting Started
Contributor and Issue Reporting guide
History
Publications using astroNN
Loss Functions and Metrics
Layers
Callbacks and Utilities
NeuralODE
Neural Nets Classes and Basic Usage
NN Introduction and Demo
Bayesian Neural Net with Dropout Variational Inference
Gaia DR2 with astroNN result
APOGEE/Gaia/LAMOST Tools and models
Mini Tools for APOGEE data
Mini Tools for LAMOST data
Mini Tools for Gaia data
APOGEE Spectra with Convolutional Neural Net -
ApogeeCNN
APOGEE Spectra with Bayesian Neural Net -
ApogeeBCNN
APOGEE Spectra with Censored Bayesian NN -
ApogeeBCNNCensored
APOGEE Spectra with Bayesian NN and Gaia offset calibration -
ApogeeDR14GaiaDR2BCNN
Convolutional Variational Autoencoder -
ApogeeCVAE
Encoder-decoder for APOGEE and Kepler -
ApokascEncoderDecoder
StarNet (arXiv:1709.09182)
Cifar10 with astroNN
astroNN
Variational Autoencoder Demo with APOGEE spectra
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Variational Autoencoder Demo with APOGEE spectra
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