Rubyzero

A Simple deep learning library for Ruby.

Example

require 'rubyzero'
include RubyZero
model = L.mlp(2,5,1) # 多層パーセプトロンモデルを初期化(入力2次元, 隠れ層5次元, 出力層1次元)
data = RubyZero::Data::Presets::Xor.new() # XOR演算のデータセット
trainer = Utils::Trainer.new(model) # 学習を勝手にしてくれるやつ
trainer.train(data, data, num_epochs:100) # 学習を自動的にするメソッド
p model # ついでにモデルの中身を表示

Installation

Add this line to your application's Gemfile:

gem 'rubyzero'

And then execute:

$ bundle install

Or install it yourself as:

$ gem install rubyzero

Usage

TODO: Write usage instructions here

Development

After checking out the repo, run bin/setup to install dependencies. Then, run rake 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 the created tag, and push the .gem file to rubygems.org.

Contributing