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mnist

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Python utilities to download and parse the MNIST dataset

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::mnist

Usage Tracking

0.2.2
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Downloads (Last 6 months): 0

Description

The MNIST database is available at http://yann.lecun.com/exdb/mnist/

The MNIST database is a dataset of handwritten digits. It has 60,000 training samples, and 10,000 test samples. Each image is represented by 28x28 pixels, each containing a value 0 - 255 with its grayscale value.

It is a subset of a larger set available from NIST. The digits have been size-normalized and centered in a fixed-size image.

It is a good database for people who want to try learning techniques and pattern recognition methods on real-world data while spending minimal efforts on preprocessing and formatting.

There are four files available, which contain separately train and test, and images and labels.

Thanks to Yann LeCun, Corinna Cortes, Christopher J.C. Burges

About

Summary

Python utilities to download and parse the MNIST dataset

Last Updated

Sep 26, 2018 at 09:39

License

BSD-3-Clause

Total Downloads

22.4K

Supported Platforms

noarch