v0.25.0

yoshoku · yoshoku · commit 96069338285c · 2023-01-18T22:16:27.000+09:00
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,3 +1,26 @@
+# 0.25.0
+## rumale-linear_model
+**Breaking change**
+- Add new SGDClassfier and SGDRegressor by extracting stochastic gradient descent solver from each linear model.
+- Change the optimization method of ElasticNet and Lasso to use the coordinate descent algorithm.
+- Change the optimization method of SVC and SVR to use the L-BFGS method.
+- Change the loss function of SVC to the squared hinge loss.
+- Change the loss function of SVR to the squared epsilon-insensitive loss.
+- Change not to use random vector for initialization of weights.
+  - From the above changes, keyword arguments such as learning_rate, decay, momentum, batch_size,
+    and random_seed for LinearModel estimators have been removed.
+- Fix the column and row vectors of weight matrix are reversed in LinearRegression, Ridge, and NNLS.
+
+## rumale-decomposition
+- Fix missing require method to load Rumale::Utils in PCA class.
+It is needed to initialize the principal components when optimizing with fixed-point algorithm.
+
+## rumale-evaluation_measure
+- Apply automatic correction for Style/ZeroLengthPredicate of RuboCop to ROCAUC class.
+
+## others
+- No changes, or only modifications in test code or configuration.
+
 # 0.24.0
 ## Breaking change
 - Divided into gems for each machine learning algorithm, with Rumale as the meta-gem.
diff --git a/rumale-clustering/lib/rumale/clustering/version.rb b/rumale-clustering/lib/rumale/clustering/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of classes that implement cluster analysis methods.
   module Clustering
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-clustering/rumale-clustering.gemspec b/rumale-clustering/rumale-clustering.gemspec
@@ -36,5 +36,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-core/lib/rumale/core/version.rb b/rumale-core/lib/rumale/core/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # @!visibility private
   module Core
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-decomposition/lib/rumale/decomposition/version.rb b/rumale-decomposition/lib/rumale/decomposition/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # Module for matrix decomposition algorithms.
   module Decomposition
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-decomposition/rumale-decomposition.gemspec b/rumale-decomposition/rumale-decomposition.gemspec
@@ -34,5 +34,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-ensemble/lib/rumale/ensemble/version.rb b/rumale-ensemble/lib/rumale/ensemble/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that implement ensemble-based methods.
   module Ensemble
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-ensemble/rumale-ensemble.gemspec b/rumale-ensemble/rumale-ensemble.gemspec
@@ -34,9 +34,9 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
-  spec.add_dependency 'rumale-linear_model', '~> 0.24.0'
-  spec.add_dependency 'rumale-model_selection', '~> 0.24.0'
-  spec.add_dependency 'rumale-preprocessing', '~> 0.24.0'
-  spec.add_dependency 'rumale-tree', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
+  spec.add_dependency 'rumale-linear_model', '~> 0.25.0'
+  spec.add_dependency 'rumale-model_selection', '~> 0.25.0'
+  spec.add_dependency 'rumale-preprocessing', '~> 0.25.0'
+  spec.add_dependency 'rumale-tree', '~> 0.25.0'
 end
diff --git a/rumale-evaluation_measure/lib/rumale/evaluation_measure/version.rb b/rumale-evaluation_measure/lib/rumale/evaluation_measure/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes for model evaluation.
   module EvaluationMeasure
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-evaluation_measure/rumale-evaluation_measure.gemspec b/rumale-evaluation_measure/rumale-evaluation_measure.gemspec
@@ -34,5 +34,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-feature_extraction/lib/rumale/feature_extraction/version.rb b/rumale-feature_extraction/lib/rumale/feature_extraction/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that extract features from raw data.
   module FeatureExtraction
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-feature_extraction/rumale-feature_extraction.gemspec b/rumale-feature_extraction/rumale-feature_extraction.gemspec
@@ -35,5 +35,5 @@ Gem::Specification.new do |spec|
 
   spec.add_dependency 'mmh3', '~> 1.0'
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-kernel_approximation/lib/rumale/kernel_approximation/version.rb b/rumale-kernel_approximation/lib/rumale/kernel_approximation/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # Module for kernel approximation algorithms.
   module KernelApproximation
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-kernel_approximation/rumale-kernel_approximation.gemspec b/rumale-kernel_approximation/rumale-kernel_approximation.gemspec
@@ -34,5 +34,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-kernel_machine/lib/rumale/kernel_machine/version.rb b/rumale-kernel_machine/lib/rumale/kernel_machine/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that implement kernel method-based estimator.
   module KernelMachine
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-kernel_machine/rumale-kernel_machine.gemspec b/rumale-kernel_machine/rumale-kernel_machine.gemspec
@@ -35,7 +35,7 @@ Gem::Specification.new do |spec|
 
   # Uncomment to register a new dependency of your gem
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 
   # For more information and examples about making a new gem, checkout our
   # guide at: https://bundler.io/guides/creating_gem.html
diff --git a/rumale-linear_model/lib/rumale/linear_model/version.rb b/rumale-linear_model/lib/rumale/linear_model/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that implement generalized linear models.
   module LinearModel
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-linear_model/rumale-linear_model.gemspec b/rumale-linear_model/rumale-linear_model.gemspec
@@ -35,5 +35,5 @@ Gem::Specification.new do |spec|
 
   spec.add_dependency 'lbfgsb', '>=0.3.0'
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-manifold/lib/rumale/manifold/version.rb b/rumale-manifold/lib/rumale/manifold/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # Module for data embedding algorithms.
   module Manifold
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-manifold/rumale-manifold.gemspec b/rumale-manifold/rumale-manifold.gemspec
@@ -33,6 +33,6 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
-  spec.add_dependency 'rumale-decomposition', '~>0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
+  spec.add_dependency 'rumale-decomposition', '~>0.25.0'
 end
diff --git a/rumale-metric_learning/lib/rumale/metric_learning/version.rb b/rumale-metric_learning/lib/rumale/metric_learning/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # Module for metric learning algorithms.
   module MetricLearning
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-metric_learning/rumale-metric_learning.gemspec b/rumale-metric_learning/rumale-metric_learning.gemspec
@@ -35,6 +35,6 @@ Gem::Specification.new do |spec|
 
   spec.add_dependency 'lbfgsb', '>=0.3.0'
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
-  spec.add_dependency 'rumale-decomposition', '~>0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
+  spec.add_dependency 'rumale-decomposition', '~>0.25.0'
 end
diff --git a/rumale-model_selection/lib/rumale/model_selection/version.rb b/rumale-model_selection/lib/rumale/model_selection/version.rb
@@ -3,6 +3,6 @@
 module Rumale
   module ModelSelection
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-model_selection/rumale-model_selection.gemspec b/rumale-model_selection/rumale-model_selection.gemspec
@@ -34,7 +34,7 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
-  spec.add_dependency 'rumale-evaluation_measure', '~> 0.24.0'
-  spec.add_dependency 'rumale-preprocessing', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
+  spec.add_dependency 'rumale-evaluation_measure', '~> 0.25.0'
+  spec.add_dependency 'rumale-preprocessing', '~> 0.25.0'
 end
diff --git a/rumale-naive_bayes/lib/rumale/naive_bayes/version.rb b/rumale-naive_bayes/lib/rumale/naive_bayes/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that implement naive bayes models.
   module NaiveBayes
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-naive_bayes/rumale-naive_bayes.gemspec b/rumale-naive_bayes/rumale-naive_bayes.gemspec
@@ -34,5 +34,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-nearest_neighbors/lib/rumale/nearest_neighbors/version.rb b/rumale-nearest_neighbors/lib/rumale/nearest_neighbors/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that implement estimators based on nearest neighbors rule.
   module NearestNeighbors
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-nearest_neighbors/rumale-nearest_neighbors.gemspec b/rumale-nearest_neighbors/rumale-nearest_neighbors.gemspec
@@ -34,5 +34,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-neural_network/lib/rumale/neural_network/version.rb b/rumale-neural_network/lib/rumale/neural_network/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the modules and classes for implementation multi-layer perceptron estimator.
   module NeuralNetwork
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-neural_network/rumale-neural_network.gemspec b/rumale-neural_network/rumale-neural_network.gemspec
@@ -36,5 +36,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-pipeline/lib/rumale/pipeline/version.rb b/rumale-pipeline/lib/rumale/pipeline/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # Module implements utilities of pipeline that cosists of a chain of transfomers and estimators.
   module Pipeline
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-pipeline/rumale-pipeline.gemspec b/rumale-pipeline/rumale-pipeline.gemspec
@@ -30,5 +30,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-preprocessing/lib/rumale/preprocessing/version.rb b/rumale-preprocessing/lib/rumale/preprocessing/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that perform preprocessings.
   module Preprocessing
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-preprocessing/rumale-preprocessing.gemspec b/rumale-preprocessing/rumale-preprocessing.gemspec
@@ -34,5 +34,5 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale-tree/lib/rumale/tree/version.rb b/rumale-tree/lib/rumale/tree/version.rb
@@ -5,6 +5,6 @@ module Rumale
   # This module consists of the classes that implement tree models.
   module Tree
     # @!visibility private
-    VERSION = '0.24.0'
+    VERSION = '0.25.0'
   end
 end
diff --git a/rumale-tree/rumale-tree.gemspec b/rumale-tree/rumale-tree.gemspec
@@ -31,5 +31,5 @@ Gem::Specification.new do |spec|
   spec.extensions = ['ext/rumale/tree/extconf.rb']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
 end
diff --git a/rumale/lib/rumale/version.rb b/rumale/lib/rumale/version.rb
@@ -3,5 +3,5 @@
 # Rumale is a machine learning library in Ruby.
 module Rumale
   # The version of Rumale you are using.
-  VERSION = '0.24.0'
+  VERSION = '0.25.0'
 end
diff --git a/rumale/rumale.gemspec b/rumale/rumale.gemspec
@@ -50,22 +50,22 @@ Gem::Specification.new do |spec|
   spec.require_paths = ['lib']
 
   spec.add_dependency 'numo-narray', '>= 0.9.1'
-  spec.add_dependency 'rumale-clustering', '~> 0.24.0'
-  spec.add_dependency 'rumale-core', '~> 0.24.0'
-  spec.add_dependency 'rumale-decomposition', '~> 0.24.0'
-  spec.add_dependency 'rumale-ensemble', '~> 0.24.0'
-  spec.add_dependency 'rumale-evaluation_measure', '~> 0.24.0'
-  spec.add_dependency 'rumale-feature_extraction', '~> 0.24.0'
-  spec.add_dependency 'rumale-kernel_approximation', '~> 0.24.0'
-  spec.add_dependency 'rumale-kernel_machine', '~> 0.24.0'
-  spec.add_dependency 'rumale-linear_model', '~> 0.24.0'
-  spec.add_dependency 'rumale-manifold', '~> 0.24.0'
-  spec.add_dependency 'rumale-metric_learning', '~> 0.24.0'
-  spec.add_dependency 'rumale-model_selection', '~> 0.24.0'
-  spec.add_dependency 'rumale-naive_bayes', '~> 0.24.0'
-  spec.add_dependency 'rumale-nearest_neighbors', '~> 0.24.0'
-  spec.add_dependency 'rumale-neural_network', '~> 0.24.0'
-  spec.add_dependency 'rumale-pipeline', '~> 0.24.0'
-  spec.add_dependency 'rumale-preprocessing', '~> 0.24.0'
-  spec.add_dependency 'rumale-tree', '~> 0.24.0'
+  spec.add_dependency 'rumale-clustering', '~> 0.25.0'
+  spec.add_dependency 'rumale-core', '~> 0.25.0'
+  spec.add_dependency 'rumale-decomposition', '~> 0.25.0'
+  spec.add_dependency 'rumale-ensemble', '~> 0.25.0'
+  spec.add_dependency 'rumale-evaluation_measure', '~> 0.25.0'
+  spec.add_dependency 'rumale-feature_extraction', '~> 0.25.0'
+  spec.add_dependency 'rumale-kernel_approximation', '~> 0.25.0'
+  spec.add_dependency 'rumale-kernel_machine', '~> 0.25.0'
+  spec.add_dependency 'rumale-linear_model', '~> 0.25.0'
+  spec.add_dependency 'rumale-manifold', '~> 0.25.0'
+  spec.add_dependency 'rumale-metric_learning', '~> 0.25.0'
+  spec.add_dependency 'rumale-model_selection', '~> 0.25.0'
+  spec.add_dependency 'rumale-naive_bayes', '~> 0.25.0'
+  spec.add_dependency 'rumale-nearest_neighbors', '~> 0.25.0'
+  spec.add_dependency 'rumale-neural_network', '~> 0.25.0'
+  spec.add_dependency 'rumale-pipeline', '~> 0.25.0'
+  spec.add_dependency 'rumale-preprocessing', '~> 0.25.0'
+  spec.add_dependency 'rumale-tree', '~> 0.25.0'
 end
