{"id":82394,"library":"rumale","title":"Rumale","description":"Rumale is a machine learning library in Ruby providing algorithms similar to Scikit-Learn.","status":"active","version":"2.1.0","language":"ruby","source_language":null,"source_url":"https://github.com/yoshoku/rumale","tags":["machine-learning","scikit-learn","svm","classification","ruby"],"install":[{"cmd":"gem install rumale","lang":"bash","label":"gem install"},{"cmd":"# Gemfile\ngem 'rumale', '~> 2.1.0'","lang":"ruby","label":"Gemfile"}],"dependencies":[],"imports":[{"symbol":"Rumale","correct":"require 'rumale'"}],"quickstart":{"code":"require 'rumale'\n\nestimator = Rumale::LinearModel::SVC.new\nestimator.fit(training_data, training_labels)\npredictions = estimator.predict(test_data)","lang":"ruby","description":"Train a support vector classifier on data."},"warnings":[],"env_vars":null,"search_vec":"'algorithm':11 'classif':24 'learn':6,16,19,22 'librari':7 'machin':5,18 'machine-learn':17 'provid':10 'rubi':9,25 'rumal':1,2 'scikit':15,21 'scikit-learn':14,20 'similar':12 'svm':23","created_at":"2026-06-19T05:19:43.076013+00:00","updated_at":"2026-06-19T05:19:43.076013+00:00","problems":[],"ecosystem":"rubygems","meta_description":null,"install_score":null,"quickstart_score":null,"quickstart_tag":null,"pypi_latest":null,"cli_name":null,"cli_version":null,"type":"library","homepage":"https://github.com/yoshoku/rumale","github":"https://github.com/yoshoku/rumale","docs":"http://www.rubydoc.info/gems/rumale/","changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["other"],"base_url":null,"auth_type":null,"provenance":{"verified_status":null,"verified_at":null,"last_verified":"2026-06-19","next_check":"2026-12-16","install_tag":null}}