Rumale is a machine learning library in Ruby. Rumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support Vector Machine, Kernel Principal Componenet Analysis, and Kernel Ridge Regression, with Rumale interface.

Add this line to your application's Gemfile:

gem 'rumale-kernel_machine'

And then execute:

$ bundle install

Or install it yourself as:

$ gem install rumale-kernel_machine

• Rumale API Documentation - KernelMachine

The gem is available as open source under the terms of the BSD-3-Clause License.