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
Bug reports and pull requests are welcome on GitHub at https://github.com/[USERNAME]/rubyzero.