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Save machine learning data sets to a common location. (Educational resource)

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cog_datasets

Convenience package so that you can keep your data sets in one place, but load them anywhere.

Installation Instructions

Run the following command in your terminal

pip install cog-datasets

Usage

# utilities for downloading cifar-10, mnist, and fashion-mnist
# mnist-data is included in this repo
from cog_datasets import download_cifar10, download_fashion_mnist, download_mnist

# utilities for loading various data sets
from cog_datasets import load_mnist, load_fashion_mnist, load_cifar10, ToyData

By default, all data sets will be downloaded to ~/datasets. You can overwrite this via

>>> import cog_datasets
>>> cog_datasets.set_path('mydir', mkdir=True)
`datasets module: datasets will be loaded from 'C:\Users\You\mydir'

This will write your datasets path to ~/.datasets.

You can restore the default path with:

>>> cog_datasets.restore_default_path(True)

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Save machine learning data sets to a common location. (Educational resource)

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