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Table of Contents

  • Getting climate data into TensorFlow
  • Getting started - a simple autoencoder
  • Perturbing the simple autoencoder
  • A deep autoencoder
  • A convolutional autoencoder
  • Perturbing the convolutional autoencoder
  • Old-style assimilation
  • Old-style assimilation of precipitation
  • ML Utilities package
  • Small Print

Get the source code

Github source repository

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All modules for which code is available

  • ML_Utilities.dataset
  • ML_Utilities.normalise
  • ML_Utilities.prepare_data
  • glob
  • tensorflow.python.data.ops.dataset_ops

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