--- !ruby/object:Gem::Specification
name: svmkit
version: !ruby/object:Gem::Version
  version: 0.4.0
platform: ruby
authors:
- yoshoku
autorequire: 
bindir: exe
cert_chain: []
date: 2018-06-02 00:00:00.000000000 Z
dependencies:
- !ruby/object:Gem::Dependency
  name: numo-narray
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - ">="
      - !ruby/object:Gem::Version
        version: 0.9.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - ">="
      - !ruby/object:Gem::Version
        version: 0.9.0
- !ruby/object:Gem::Dependency
  name: bundler
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '1.16'
  type: :development
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '1.16'
- !ruby/object:Gem::Dependency
  name: coveralls
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '0.8'
  type: :development
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '0.8'
- !ruby/object:Gem::Dependency
  name: rake
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '12.0'
  type: :development
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '12.0'
- !ruby/object:Gem::Dependency
  name: rspec
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '3.0'
  type: :development
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: '3.0'
description: |
  SVMKit is a machine learninig library in Ruby.
  SVMKit provides machine learning algorithms with interfaces similar to Scikit-Learn in Python.
  SVMKit currently supports Linear / Kernel Support Vector Machine,
  Logistic Regression, Ridge, Lasso, Factorization Machine, Naive Bayes, Decision Tree, Random Forest,
  K-nearest neighbor algorithm, and cross-validation.
email:
- yoshoku@outlook.com
executables: []
extensions: []
extra_rdoc_files: []
files:
- ".coveralls.yml"
- ".gitignore"
- ".rspec"
- ".rubocop.yml"
- ".rubocop_todo.yml"
- ".travis.yml"
- CODE_OF_CONDUCT.md
- Gemfile
- HISTORY.md
- LICENSE.txt
- README.md
- Rakefile
- bin/console
- bin/setup
- lib/svmkit.rb
- lib/svmkit/base/base_estimator.rb
- lib/svmkit/base/classifier.rb
- lib/svmkit/base/evaluator.rb
- lib/svmkit/base/regressor.rb
- lib/svmkit/base/splitter.rb
- lib/svmkit/base/transformer.rb
- lib/svmkit/dataset.rb
- lib/svmkit/ensemble/random_forest_classifier.rb
- lib/svmkit/ensemble/random_forest_regressor.rb
- lib/svmkit/evaluation_measure/accuracy.rb
- lib/svmkit/evaluation_measure/f_score.rb
- lib/svmkit/evaluation_measure/log_loss.rb
- lib/svmkit/evaluation_measure/mean_absolute_error.rb
- lib/svmkit/evaluation_measure/mean_squared_error.rb
- lib/svmkit/evaluation_measure/precision.rb
- lib/svmkit/evaluation_measure/precision_recall.rb
- lib/svmkit/evaluation_measure/r2_score.rb
- lib/svmkit/evaluation_measure/recall.rb
- lib/svmkit/kernel_approximation/rbf.rb
- lib/svmkit/kernel_machine/kernel_svc.rb
- lib/svmkit/linear_model/lasso.rb
- lib/svmkit/linear_model/logistic_regression.rb
- lib/svmkit/linear_model/ridge.rb
- lib/svmkit/linear_model/svc.rb
- lib/svmkit/linear_model/svr.rb
- lib/svmkit/model_selection/cross_validation.rb
- lib/svmkit/model_selection/k_fold.rb
- lib/svmkit/model_selection/stratified_k_fold.rb
- lib/svmkit/multiclass/one_vs_rest_classifier.rb
- lib/svmkit/naive_bayes/naive_bayes.rb
- lib/svmkit/nearest_neighbors/k_neighbors_classifier.rb
- lib/svmkit/nearest_neighbors/k_neighbors_regressor.rb
- lib/svmkit/optimizer/nadam.rb
- lib/svmkit/pairwise_metric.rb
- lib/svmkit/polynomial_model/factorization_machine_classifier.rb
- lib/svmkit/polynomial_model/factorization_machine_regressor.rb
- lib/svmkit/preprocessing/l2_normalizer.rb
- lib/svmkit/preprocessing/label_encoder.rb
- lib/svmkit/preprocessing/min_max_scaler.rb
- lib/svmkit/preprocessing/one_hot_encoder.rb
- lib/svmkit/preprocessing/standard_scaler.rb
- lib/svmkit/probabilistic_output.rb
- lib/svmkit/tree/decision_tree_classifier.rb
- lib/svmkit/tree/decision_tree_regressor.rb
- lib/svmkit/tree/node.rb
- lib/svmkit/validation.rb
- lib/svmkit/version.rb
- svmkit.gemspec
homepage: https://github.com/yoshoku/svmkit
licenses:
- BSD-2-Clause
metadata: {}
post_install_message: 
rdoc_options: []
require_paths:
- lib
required_ruby_version: !ruby/object:Gem::Requirement
  requirements:
  - - ">="
    - !ruby/object:Gem::Version
      version: '2.1'
required_rubygems_version: !ruby/object:Gem::Requirement
  requirements:
  - - ">="
    - !ruby/object:Gem::Version
      version: '0'
requirements: []
rubyforge_project: 
rubygems_version: 2.7.6
signing_key: 
specification_version: 4
summary: SVMKit is a machine learninig library in Ruby. SVMKit provides machine learning
  algorithms with interfaces similar to Scikit-Learn in Python.
test_files: []