lurn

Lurn

Lurn is a ruby gem for performing machine learning tasks. The API and design patterns in Lurn are inspired by scikit-learn, a popular machine learning library for Python.

Installation

Add this line to your application's Gemfile:

gem 'lurn'

And then execute:

$ bundle

Or install it yourself as:

$ gem install lurn

Usage

• Naive Bayes
  • Bernoulli Naive Bayes
  • Multinomial Naive Bayes
• Nearest Neighbor Models
  • K Nearest Neighbor Regression
  • K Nearest Neighbor Classification
• Text Processing
  • Bernoulli Vectorizer
• Model Evaluation
  • ClassifierEvaluator

Development

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 rubygems.org.

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/dansbits/lurn.

License

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