Module: FastText

Defined in:
lib/fasttext.rb,
lib/fasttext/model.rb,
lib/fasttext/version.rb,
lib/fasttext/classifier.rb,
lib/fasttext/vectorizer.rb

Defined Under Namespace

Classes: Classifier, Error, Model, Vectorizer

Constant Summary collapse

VERSION = 
"0.4.0"

Class Method Summary collapse

Class Method Details

.load_model(path) ⇒ Object 



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# File 'lib/fasttext.rb', line 17

def load_model(path)
  m = Ext::Model.new
  m.load_model(path)
  model =
    if m.supervised?
      FastText::Classifier.new
    else
      FastText::Vectorizer.new
    end
  model.instance_variable_set("@m", m)
  model
end

.train_supervised(**options) ⇒ Object 



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# File 'lib/fasttext.rb', line 30

def train_supervised(**options)
  input = options.delete(:input)
  model = FastText::Classifier.new(**options)
  model.fit(input)
  model
end

.train_unsupervised(**options) ⇒ Object 



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# File 'lib/fasttext.rb', line 37

def train_unsupervised(**options)
  input = options.delete(:input)
  model = FastText::Vectorizer.new(**options)
  model.fit(input)
  model
end