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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
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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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