LibSVMLoader loads (and dumps) dataset file with the libsvm file format.


Add this line to your application's Gemfile:

gem 'libsvmloader'

And then execute:

$ bundle

Or install it yourself as:

$ gem install libsvmloader


require 'libsvmloader'

# for classification task
samples, labels = LibSVMLoader.load_libsvm_file('foo.t')
LibSVMLoader.dump_libsvm_file(samples, labels, 'bar.t')

# for regression task
samples, target_variables = LibSVMLoader.load_libsvm_file('foo.t', label_dtype: :float64)
LibSVMLoader.dump_libsvm_file(samples, target_variables, 'bar.t')


After checking out the repo, run bin/setup to install dependencies. Then, run rake spec to run the tests. You can also 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, which will create a git tag for the version, push git commits and tags, and push the .gem file to


Bug reports and pull requests are welcome on GitHub at


The gem is available as open source under the terms of the MIT License.