/inferx

It is Naive Bayes classifier, and the training data is kept always by Redis

Primary LanguageRubyMIT LicenseMIT

What is inferx

It is Naive Bayes classifier, and the training data is kept always by Redis.

Installation

Add this line to your application's Gemfile:

gem 'inferx'

And then execute:

$ bundle

Or install it yourself as:

$ gem install inferx

Usage

require 'inferx'

inferx = Inferx.new
inferx.categories.add(:red, :green, :blue)

inferx.categories[:red].train(%w(
  he
  buy
  apple
  its
  apple
  fresh
))

inferx.categories[:green].train(%w(grasses ...))
inferx.categories[:blue].train(%w(sea ...))

puts inferx.classify(%w(apple ...)) # => red

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Added some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request