gemseo.mlearning.core package

Core machine learning algorithms.

Subpackages

• gemseo.mlearning.core.algos package
  • Submodules
    • gemseo.mlearning.core.algos.factory module
      • MLAlgoFactory
    • gemseo.mlearning.core.algos.ml_algo module
      • BaseMLAlgo
    • gemseo.mlearning.core.algos.ml_algo_settings module
      • BaseMLAlgoSettings
    • gemseo.mlearning.core.algos.supervised module
      • BaseMLSupervisedAlgo
    • gemseo.mlearning.core.algos.supervised_settings module
      • BaseMLSupervisedAlgoSettings
    • gemseo.mlearning.core.algos.unsupervised module
      • BaseMLUnsupervisedAlgo
    • gemseo.mlearning.core.algos.unsupervised_settings module
      • BaseMLUnsupervisedAlgoSettings
• gemseo.mlearning.core.quality package
  • Submodules
    • gemseo.mlearning.core.quality.base_ml_algo_quality module
      • BaseMLAlgoQuality
    • gemseo.mlearning.core.quality.factory module
      • MLAlgoQualityFactory

Submodules

• gemseo.mlearning.core.calibration module
  • MLAlgoAssessor
    • MLAlgoAssessor.CRITERION
    • MLAlgoAssessor.LEARNING
    • MLAlgoAssessor.MULTIOUTPUT
    • MLAlgoAssessor.algo
    • MLAlgoAssessor.algos
    • MLAlgoAssessor.cache
    • MLAlgoAssessor.dataset
    • MLAlgoAssessor.execution_statistics
    • MLAlgoAssessor.execution_status
    • MLAlgoAssessor.jac
    • MLAlgoAssessor.measure
    • MLAlgoAssessor.measure_options
    • MLAlgoAssessor.name
    • MLAlgoAssessor.parameters
    • MLAlgoAssessor.transformer
  • MLAlgoCalibration
    • MLAlgoCalibration.execute()
    • MLAlgoCalibration.get_history()
    • MLAlgoCalibration.algo_assessor
    • MLAlgoCalibration.algos
    • MLAlgoCalibration.calibration_space
    • MLAlgoCalibration.dataset
    • MLAlgoCalibration.maximize_objective
    • MLAlgoCalibration.optimal_algorithm
    • MLAlgoCalibration.optimal_criterion
    • MLAlgoCalibration.optimal_parameters
    • MLAlgoCalibration.scenario
• gemseo.mlearning.core.selection module
  • MLAlgoSelection
    • MLAlgoSelection.add_candidate()
    • MLAlgoSelection.select()
    • MLAlgoSelection.candidates
    • MLAlgoSelection.dataset
    • MLAlgoSelection.factory
    • MLAlgoSelection.measure
    • MLAlgoSelection.measure_options