August 2019
Intermediate to advanced
202 pages
5h 9m
English
Content preview from What's New in TensorFlow 2.0
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The keras.datasets module
The keras.datasets module includes automation to parse data from files for certain popular datasets. It also includes automation to download these files over the internet if they aren't available locally. This makes it easier and faster for users to experiment with and evaluate different models. For certain use cases, this module can replace the entire data processing stage! The various dataset modules that come with Keras include the following:
- boston_housing: The Boston housing price regression dataset
- cifar10: The CIFAR10 small images classification dataset
- cifar100: The CIFAR100 small images classification dataset
- fashion_mnist: The fashion-MNIST dataset
- imdb: The IMDB sentiment classification dataset
- mnist ...
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