--- !ruby/object:Gem::Specification
name: rumale
version: !ruby/object:Gem::Version
  version: 0.27.0
platform: ruby
authors:
- yoshoku
autorequire:
bindir: exe
cert_chain: []
date: 2023-08-26 00:00:00.000000000 Z
dependencies:
- !ruby/object:Gem::Dependency
  name: numo-narray
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - ">="
      - !ruby/object:Gem::Version
        version: 0.9.1
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - ">="
      - !ruby/object:Gem::Version
        version: 0.9.1
- !ruby/object:Gem::Dependency
  name: rumale-clustering
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-core
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-decomposition
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-ensemble
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-evaluation_measure
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-feature_extraction
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-kernel_approximation
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-kernel_machine
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-linear_model
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-manifold
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-metric_learning
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-model_selection
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-naive_bayes
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-nearest_neighbors
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-neural_network
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-pipeline
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-preprocessing
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
- !ruby/object:Gem::Dependency
  name: rumale-tree
  requirement: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
  type: :runtime
  prerelease: false
  version_requirements: !ruby/object:Gem::Requirement
    requirements:
    - - "~>"
      - !ruby/object:Gem::Version
        version: 0.27.0
description: |
  Rumale is a machine learning library in Ruby.
  Rumale provides machine learning algorithms with interfaces similar to Scikit-Learn in Python.
  Rumale supports Support Vector Machine,
  Logistic Regression, Ridge, Lasso,
  Multi-layer Perceptron,
  Naive Bayes, Decision Tree, Gradient Tree Boosting, Random Forest,
  K-Means, Gaussian Mixture Model, DBSCAN, Spectral Clustering,
  Mutidimensional Scaling, t-SNE,
  Fisher Discriminant Analysis, Neighbourhood Component Analysis,
  Principal Component Analysis, Non-negative Matrix Factorization,
  and many other algorithms.
email:
- yoshoku@outlook.com
executables: []
extensions: []
extra_rdoc_files: []
files:
- LICENSE.txt
- README.md
- lib/rumale.rb
- lib/rumale/version.rb
homepage: https://github.com/yoshoku/rumale
licenses:
- BSD-3-Clause
metadata:
  homepage_uri: https://github.com/yoshoku/rumale
  source_code_uri: https://github.com/yoshoku/rumale
  changelog_uri: https://github.com/yoshoku/rumale/blob/main/CHANGELOG.md
  documentation_uri: https://yoshoku.github.io/rumale/doc/
  rubygems_mfa_required: 'true'
post_install_message:
rdoc_options: []
require_paths:
- lib
required_ruby_version: !ruby/object:Gem::Requirement
  requirements:
  - - ">="
    - !ruby/object:Gem::Version
      version: '0'
required_rubygems_version: !ruby/object:Gem::Requirement
  requirements:
  - - ">="
    - !ruby/object:Gem::Version
      version: '0'
requirements: []
rubygems_version: 3.3.26
signing_key:
specification_version: 4
summary: Rumale is a machine learning library in Ruby. Rumale supports Support Vector
  Machine, Logistic Regression, Multi-layer Perceptron, Naive Bayes, Decision Tree,
  Random Forest, K-Means, Gaussian Mixture Model, DBSCAN, Principal Component Analysis,
  and many other algorithms.
test_files: []