Utility ruby gem for easily loading and parsing the MNIST Database of handwritten digits for machine learning purposes.
Based on work by kenta murata.
Add this line to your application's Gemfile:
And then execute:
Or install it yourself as:
$ gem install mnist-learn
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)
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.
- Fork it ( https://github.com/[my-github-username]/mnist-learn/fork )
- Create your feature branch (
git checkout -b my-new-feature)
- Commit your changes (
git commit -am 'Add some feature')
- Push to the branch (
git push origin my-new-feature)
- Create a new Pull Request