gemseo.mlearning.core.algos package

Core machine learning algorithms.

Submodules

• gemseo.mlearning.core.algos.factory module
  • MLAlgoFactory
• gemseo.mlearning.core.algos.ml_algo module
  • BaseMLAlgo
    • BaseMLAlgo.learn()
    • BaseMLAlgo.DEFAULT_TRANSFORMER
    • BaseMLAlgo.DataFormatters
    • BaseMLAlgo.LIBRARY
    • BaseMLAlgo.SHORT_ALGO_NAME
    • BaseMLAlgo.Settings
    • BaseMLAlgo.algo
    • BaseMLAlgo.is_trained
    • BaseMLAlgo.learning_samples_indices
    • BaseMLAlgo.learning_set
    • BaseMLAlgo.resampling_results
    • BaseMLAlgo.transformer
• gemseo.mlearning.core.algos.ml_algo_settings module
  • BaseMLAlgoSettings
    • BaseMLAlgoSettings.parameters
    • BaseMLAlgoSettings.transformer
• gemseo.mlearning.core.algos.supervised module
  • BaseMLSupervisedAlgo
    • BaseMLSupervisedAlgo.DataFormatters
    • BaseMLSupervisedAlgo.Settings
    • BaseMLSupervisedAlgo.predict()
    • BaseMLSupervisedAlgo.DEFAULT_TRANSFORMER
    • BaseMLSupervisedAlgo.SHORT_ALGO_NAME
    • BaseMLSupervisedAlgo.algo
    • BaseMLSupervisedAlgo.input_data
    • BaseMLSupervisedAlgo.input_dimension
    • BaseMLSupervisedAlgo.input_names
    • BaseMLSupervisedAlgo.input_space_center
    • BaseMLSupervisedAlgo.learning_set
    • BaseMLSupervisedAlgo.output_data
    • BaseMLSupervisedAlgo.output_dimension
    • BaseMLSupervisedAlgo.output_names
    • BaseMLSupervisedAlgo.resampling_results
    • BaseMLSupervisedAlgo.transformer
• gemseo.mlearning.core.algos.supervised_settings module
  • BaseMLSupervisedAlgoSettings
    • BaseMLSupervisedAlgoSettings.input_names
    • BaseMLSupervisedAlgoSettings.output_names
• gemseo.mlearning.core.algos.unsupervised module
  • BaseMLUnsupervisedAlgo
    • BaseMLUnsupervisedAlgo.Settings
    • BaseMLUnsupervisedAlgo.DataFormatters
    • BaseMLUnsupervisedAlgo.SHORT_ALGO_NAME
    • BaseMLUnsupervisedAlgo.algo
    • BaseMLUnsupervisedAlgo.input_names
    • BaseMLUnsupervisedAlgo.learning_set
    • BaseMLUnsupervisedAlgo.resampling_results
    • BaseMLUnsupervisedAlgo.transformer
• gemseo.mlearning.core.algos.unsupervised_settings module
  • BaseMLUnsupervisedAlgoSettings
    • BaseMLUnsupervisedAlgoSettings.var_names