latest

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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