0.0
Low commit activity in last 3 years
No release in over a year
Utilities for MNIST handwritten digits data
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 Dependencies

Development

 Project Readme

Mnist

Utility ruby gem for easily loading and parsing the MNIST Database of handwritten digits for machine learning purposes.

Based on work by kenta murata.

Installation

Add this line to your application's Gemfile:

gem 'mnist-learn'

And then execute:

$ bundle

Or install it yourself as:

$ gem install mnist-learn

Usage

Load test and training data easily.

require 'mnist-learn'

minst = Mnist.read_data_sets('data', one_hot: false) # auto download test and training archives and store them in /data
images = minst.train.images
labels = minst.train.labels

#you can also iterate in batches

train_images, train_labels = minst.train.next_batch(100)
test_images, test_labels = minst.test.next_batch(100)

Development

After checking out the repo, run bin/setup to install dependencies. Then, run bin/console for an interactive prompt that will allow you to experiment.

To install this gem onto your local machine, run bundle exec rake install. To release a new version, update the version number in version.rb, and then run bundle exec rake release to create a git tag for the version, push git commits and tags, and push the .gem file to rubygems.org.

Contributing

  1. Fork it ( https://github.com/[my-github-username]/mnist-learn/fork )
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create a new Pull Request