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keras3_torch

Datasets

  • Galaxy10 DECaLS Dataset
  • Galaxy10 SDSS Dataset

Basics of astroNN

  • Getting Started
  • Contributor and Issue Reporting guide
  • Changelog
  • Publications using astroNN
  • Loss Functions and Metrics
  • Layers
  • Callbacks and Utilities
  • Neural Nets Classes and Basic Usage

NN Introduction and Demo

  • Bayesian Neural Net with Dropout Variational Inference

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
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© Copyright 2017-2024 Henry Leung. Revision 7c844d69. Last updated on 05 Sep 2024.

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