Module: Rumale

Defined in:

rumale/lib/rumale/version.rb,
rumale-core/lib/rumale/utils.rb,
rumale-core/lib/rumale/dataset.rb,
rumale-tree/lib/rumale/tree/node.rb,
rumale-core/lib/rumale/validation.rb,
rumale-core/lib/rumale/core/version.rb,
rumale-tree/lib/rumale/tree/version.rb,
rumale-core/lib/rumale/base/splitter.rb,
rumale-core/lib/rumale/base/estimator.rb,
rumale-core/lib/rumale/base/evaluator.rb,
rumale-core/lib/rumale/base/regressor.rb,
rumale-core/lib/rumale/base/classifier.rb,
rumale-core/lib/rumale/pairwise_metric.rb,
rumale-core/lib/rumale/base/transformer.rb,
rumale-manifold/lib/rumale/manifold/mds.rb,
rumale-manifold/lib/rumale/manifold/tsne.rb,
rumale-ensemble/lib/rumale/ensemble/value.rb,
rumale-clustering/lib/rumale/clustering/snn.rb,
rumale-core/lib/rumale/probabilistic_output.rb,
rumale-ensemble/lib/rumale/ensemble/version.rb,
rumale-manifold/lib/rumale/manifold/version.rb,
rumale-pipeline/lib/rumale/pipeline/version.rb,
rumale-core/lib/rumale/base/cluster_analyzer.rb,
rumale-pipeline/lib/rumale/pipeline/pipeline.rb,
rumale-clustering/lib/rumale/clustering/dbscan.rb,
rumale-tree/lib/rumale/tree/base_decision_tree.rb,
rumale-clustering/lib/rumale/clustering/hdbscan.rb,
rumale-clustering/lib/rumale/clustering/k_means.rb,
rumale-clustering/lib/rumale/clustering/version.rb,
rumale-linear_model/lib/rumale/linear_model/svc.rb,
rumale-linear_model/lib/rumale/linear_model/svr.rb,
rumale-linear_model/lib/rumale/linear_model/nnls.rb,
rumale-tree/lib/rumale/tree/extra_tree_regressor.rb,
rumale-clustering/lib/rumale/clustering/k_medoids.rb,
rumale-decomposition/lib/rumale/decomposition/nmf.rb,
rumale-decomposition/lib/rumale/decomposition/pca.rb,
rumale-linear_model/lib/rumale/linear_model/lasso.rb,
rumale-linear_model/lib/rumale/linear_model/ridge.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/version.rb,
rumale-pipeline/lib/rumale/pipeline/feature_union.rb,
rumale-tree/lib/rumale/tree/extra_tree_classifier.rb,
rumale-clustering/lib/rumale/clustering/mean_shift.rb,
rumale-linear_model/lib/rumale/linear_model/version.rb,
rumale-tree/lib/rumale/tree/decision_tree_regressor.rb,
rumale-tree/lib/rumale/tree/gradient_tree_regressor.rb,
rumale-ensemble/lib/rumale/ensemble/voting_regressor.rb,
rumale-tree/lib/rumale/tree/decision_tree_classifier.rb,
rumale-decomposition/lib/rumale/decomposition/version.rb,
rumale-ensemble/lib/rumale/ensemble/voting_classifier.rb,
rumale-manifold/lib/rumale/manifold/hessian_eigenmaps.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/gaussian_nb.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/negation_nb.rb,
rumale-preprocessing/lib/rumale/preprocessing/version.rb,
rumale-clustering/lib/rumale/clustering/single_linkage.rb,
rumale-decomposition/lib/rumale/decomposition/fast_ica.rb,
rumale-ensemble/lib/rumale/ensemble/stacking_regressor.rb,
rumale-metric_learning/lib/rumale/metric_learning/mlkr.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/bernoulli_nb.rb,
rumale-clustering/lib/rumale/clustering/power_iteration.rb,
rumale-ensemble/lib/rumale/ensemble/ada_boost_regressor.rb,
rumale-ensemble/lib/rumale/ensemble/stacking_classifier.rb,
rumale-kernel_machine/lib/rumale/kernel_machine/version.rb,
rumale-linear_model/lib/rumale/linear_model/elastic_net.rb,
rumale-manifold/lib/rumale/manifold/laplacian_eigenmaps.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/complement_nb.rb,
rumale-neural_network/lib/rumale/neural_network/version.rb,
rumale-preprocessing/lib/rumale/preprocessing/binarizer.rb,
rumale-clustering/lib/rumale/clustering/gaussian_mixture.rb,
rumale-decomposition/lib/rumale/decomposition/sparse_pca.rb,
rumale-ensemble/lib/rumale/ensemble/ada_boost_classifier.rb,
rumale-model_selection/lib/rumale/model_selection/k_fold.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/multinomial_nb.rb,
rumale-neural_network/lib/rumale/neural_network/base_mlp.rb,
rumale-neural_network/lib/rumale/neural_network/base_rbf.rb,
rumale-ensemble/lib/rumale/ensemble/extra_trees_regressor.rb,
rumale-linear_model/lib/rumale/linear_model/sgd_estimator.rb,
rumale-linear_model/lib/rumale/linear_model/sgd_regressor.rb,
rumale-metric_learning/lib/rumale/metric_learning/version.rb,
rumale-model_selection/lib/rumale/model_selection/version.rb,
rumale-neural_network/lib/rumale/neural_network/base_rvfl.rb,
rumale-clustering/lib/rumale/clustering/mini_batch_k_means.rb,
rumale-ensemble/lib/rumale/ensemble/extra_trees_classifier.rb,
rumale-kernel_machine/lib/rumale/kernel_machine/kernel_fda.rb,
rumale-kernel_machine/lib/rumale/kernel_machine/kernel_pca.rb,
rumale-kernel_machine/lib/rumale/kernel_machine/kernel_svc.rb,
rumale-linear_model/lib/rumale/linear_model/base_estimator.rb,
rumale-linear_model/lib/rumale/linear_model/sgd_classifier.rb,
rumale-model_selection/lib/rumale/model_selection/function.rb,
rumale-naive_bayes/lib/rumale/naive_bayes/base_naive_bayes.rb,
rumale-clustering/lib/rumale/clustering/spectral_clustering.rb,
rumale-ensemble/lib/rumale/ensemble/random_forest_regressor.rb,
rumale-preprocessing/lib/rumale/preprocessing/l1_normalizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/l2_normalizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/label_encoder.rb,
rumale-ensemble/lib/rumale/ensemble/random_forest_classifier.rb,
rumale-kernel_machine/lib/rumale/kernel_machine/kernel_ridge.rb,
rumale-manifold/lib/rumale/manifold/locally_linear_embedding.rb,
rumale-preprocessing/lib/rumale/preprocessing/max_abs_scaler.rb,
rumale-preprocessing/lib/rumale/preprocessing/max_normalizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/min_max_scaler.rb,
rumale-decomposition/lib/rumale/decomposition/factor_analysis.rb,
rumale-linear_model/lib/rumale/linear_model/linear_regression.rb,
rumale-nearest_neighbors/lib/rumale/nearest_neighbors/version.rb,
rumale-neural_network/lib/rumale/neural_network/mlp_regressor.rb,
rumale-neural_network/lib/rumale/neural_network/rbf_regressor.rb,
rumale-preprocessing/lib/rumale/preprocessing/bin_discretizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/label_binarizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/one_hot_encoder.rb,
rumale-preprocessing/lib/rumale/preprocessing/ordinal_encoder.rb,
rumale-preprocessing/lib/rumale/preprocessing/standard_scaler.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/purity.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/recall.rb,
rumale-model_selection/lib/rumale/model_selection/group_k_fold.rb,
rumale-neural_network/lib/rumale/neural_network/mlp_classifier.rb,
rumale-neural_network/lib/rumale/neural_network/rbf_classifier.rb,
rumale-neural_network/lib/rumale/neural_network/rvfl_regressor.rb,
rumale-ensemble/lib/rumale/ensemble/gradient_boosting_regressor.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/f_score.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/roc_auc.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/version.rb,
rumale-feature_extraction/lib/rumale/feature_extraction/version.rb,
rumale-kernel_approximation/lib/rumale/kernel_approximation/rbf.rb,
rumale-linear_model/lib/rumale/linear_model/logistic_regression.rb,
rumale-model_selection/lib/rumale/model_selection/shuffle_split.rb,
rumale-neural_network/lib/rumale/neural_network/rvfl_classifier.rb,
rumale-preprocessing/lib/rumale/preprocessing/kernel_calculator.rb,
rumale-ensemble/lib/rumale/ensemble/gradient_boosting_classifier.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/accuracy.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/function.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/log_loss.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/r2_score.rb,
rumale-model_selection/lib/rumale/model_selection/grid_search_cv.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/precision.rb,
rumale-manifold/lib/rumale/manifold/local_tangent_space_alignment.rb,
rumale-preprocessing/lib/rumale/preprocessing/polynomial_features.rb,
rumale-model_selection/lib/rumale/model_selection/cross_validation.rb,
rumale-kernel_approximation/lib/rumale/kernel_approximation/version.rb,
rumale-model_selection/lib/rumale/model_selection/stratified_k_fold.rb,
rumale-model_selection/lib/rumale/model_selection/time_series_split.rb,
rumale-kernel_approximation/lib/rumale/kernel_approximation/nystroem.rb,
rumale-model_selection/lib/rumale/model_selection/group_shuffle_split.rb,
rumale-feature_extraction/lib/rumale/feature_extraction/feature_hasher.rb,
rumale-feature_extraction/lib/rumale/feature_extraction/hash_vectorizer.rb,
rumale-kernel_machine/lib/rumale/kernel_machine/kernel_ridge_classifier.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/precision_recall.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/silhouette_score.rb,
rumale-feature_extraction/lib/rumale/feature_extraction/tfidf_transformer.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/mean_squared_error.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/mutual_information.rb,
rumale-model_selection/lib/rumale/model_selection/stratified_shuffle_split.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/adjusted_rand_score.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/mean_absolute_error.rb,
rumale-nearest_neighbors/lib/rumale/nearest_neighbors/k_neighbors_regressor.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/davies_bouldin_score.rb,
rumale-nearest_neighbors/lib/rumale/nearest_neighbors/k_neighbors_classifier.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/median_absolute_error.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/mean_squared_log_error.rb,
rumale-metric_learning/lib/rumale/metric_learning/fisher_discriminant_analysis.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/calinski_harabasz_score.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/explained_variance_score.rb,
rumale-metric_learning/lib/rumale/metric_learning/neighbourhood_component_analysis.rb,
rumale-metric_learning/lib/rumale/metric_learning/local_fisher_discriminant_analysis.rb,
rumale-evaluation_measure/lib/rumale/evaluation_measure/normalized_mutual_information.rb

Overview

Rumale is a machine learning library in Ruby.

Defined Under Namespace

Modules: Base, Clustering, Dataset, Decomposition, Ensemble, EvaluationMeasure, FeatureExtraction, KernelApproximation, KernelMachine, LinearModel, Manifold, MetricLearning, ModelSelection, NaiveBayes, NearestNeighbors, NeuralNetwork, PairwiseMetric, Pipeline, Preprocessing, ProbabilisticOutput, Tree

Constant Summary

VERSION =

The version of Rumale you are using.

'0.29.0'