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tensorplay.vision.datasets.mnist

Classes

class MNIST [source]

MNIST(root=None, train=True, transform=None, target_transform=None, download=False)

Bases: VisionDataset

MNIST <http://yann.lecun.com/exdb/mnist/>_ Dataset.

Args

• root (string, optional): Root directory of dataset where MNIST/processed/training.pt and MNIST/processed/test.pt exist. If None, uses default cache directory.
• train (bool, optional): If True, creates dataset from training.pt, otherwise from test.pt.
• download (bool, optional): If true, downloads the dataset from the internet and puts it in root directory. If dataset is already downloaded, it is not downloaded again.
• transform (callable, optional): A function/transform that takes in an PIL image and returns a transformed version. E.g, transforms.RandomCrop
• target_transform (callable, optional): A function/transform that takes in the target and transforms it.

Methods

__init__(self, root=None, train=True, transform=None, target_transform=None, download=False) [source]

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

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download(self) [source]

Download the MNIST data if it doesn't exist in processed_folder already.

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extra_repr(self) -> str [source]

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