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@rakasaka
rakasaka / gist:1169341
Created August 24, 2011 21:45
Unsupervised topic modeling in Ruby using LDA
require 'lda-ruby'
corpus = Lda::Corpus.new
corpus.add_document(Lda::TextDocument.new(corpus, "a lion is a wild feline animal", []))
corpus.add_document(Lda::TextDocument.new(corpus, "a dog is a friendly animal", []))
corpus.add_document(Lda::TextDocument.new(corpus, "a cat is a feline animal", []))
lda = Lda::Lda.new(corpus)
lda.verbose = false
lda.num_topics = (2)
lda.em('random')