edflow.datasets.fashionmnist module

Summary

Classes:

FashionMNIST
FashionMNISTTest
FashionMNISTTrain

Functions:

read_mnist_file

Reference

edflow.datasets.fashionmnist.read_mnist_file(path)

class edflow.datasets.fashionmnist.FashionMNIST(config=None)

Bases: edflow.data.dataset_mixin.DatasetMixin

NAME = 'FashionMNIST'

URL = 'http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/'

FILES = {'TEST_DATA': 't10k-images-idx3-ubyte.gz', 'TEST_LABELS': 't10k-labels-idx1-ubyte.gz', 'TRAIN_DATA': 'train-images-idx3-ubyte.gz', 'TRAIN_LABELS': 'train-labels-idx1-ubyte.gz'}

__init__(config=None)

Initialize self. See help(type(self)) for accurate signature.

get_example(i)

Note

Please the documentation of DatasetMixin to not be confused.

Add default behaviour for datasets defining an attribute data, which in turn is a dataset. This happens often when stacking several datasets on top of each other.

The default behaviour now is to return self.data.get_example(idx) if possible, and otherwise revert to the original behaviour.

class edflow.datasets.fashionmnist.FashionMNISTTrain(config=None)

Bases: edflow.datasets.fashionmnist.FashionMNIST

class edflow.datasets.fashionmnist.FashionMNISTTest(config=None)

Bases: edflow.datasets.fashionmnist.FashionMNIST