nirs4all.controllers package

Subpackages

• nirs4all.controllers.charts package
  • Submodules
    • nirs4all.controllers.charts.augmentation module
      • AugmentationChartController
    • nirs4all.controllers.charts.exclusion module
      • ExclusionChartController
    • nirs4all.controllers.charts.folds module
      • FoldChartController
    • nirs4all.controllers.charts.spectra module
      • SpectraChartController
    • nirs4all.controllers.charts.spectral_distribution module
      • SpectralDistributionController
    • nirs4all.controllers.charts.targets module
      • YChartController
• nirs4all.controllers.data package
  • Submodules
    • nirs4all.controllers.data.auto_transfer_preproc module
      • AutoTransferPreprocessingController
    • nirs4all.controllers.data.balancing module
      • BalancingCalculator
    • nirs4all.controllers.data.branch module
      • BranchController
    • nirs4all.controllers.data.branch_utils module
      • group_samples_by_value_mapping()
      • parse_value_condition()
      • validate_disjoint_conditions()
    • nirs4all.controllers.data.concat_transform module
      • ConcatAugmentationController
    • nirs4all.controllers.data.exclude module
      • ExcludeController
    • nirs4all.controllers.data.feature_augmentation module
      • FeatureAugmentationController
    • nirs4all.controllers.data.feature_selection module
      • FeatureSelectionController
    • nirs4all.controllers.data.merge module
      • AsymmetricBranchAnalyzer
      • AsymmetryReport
      • BranchAnalysisResult
      • DisjointBranchAnalysis
      • DisjointBranchInfo
      • DisjointMergeMetadata
      • DisjointMergeResult
      • MergeConfigParser
      • MergeController
      • ModelSelector
      • PredictionAggregator
      • SourceMergeConfig
      • detect_disjoint_branches()
      • is_disjoint_branch()
    • nirs4all.controllers.data.rep_fusion module
      • RepFusionController
    • nirs4all.controllers.data.repetition module
      • RepToPPController
      • RepToSourcesController
    • nirs4all.controllers.data.resampler module
      • ResamplerController
    • nirs4all.controllers.data.sample_augmentation module
      • SampleAugmentationController
    • nirs4all.controllers.data.tag module
      • TagController
• nirs4all.controllers.flow package
  • Submodules
    • nirs4all.controllers.flow.dummy module
      • DummyController
• nirs4all.controllers.models package
  • Subpackages
    • nirs4all.controllers.models.components package
      • Submodules
    • nirs4all.controllers.models.stacking package
      • Submodules
    • nirs4all.controllers.models.tensorflow package
      • Submodules
  • Submodules
    • nirs4all.controllers.models.autogluon_model module
      • AutoGluonModelController
    • nirs4all.controllers.models.base_model module
    • nirs4all.controllers.models.factory module
      • ModelFactory
    • nirs4all.controllers.models.jax_model module
      • JaxModelController
    • nirs4all.controllers.models.jax_wrapper module
      • JaxModelWrapper
    • nirs4all.controllers.models.meta_model module
      • MetaModelController
      • build_unique_source_names()
    • nirs4all.controllers.models.pipeline_cv module
      • PrecomputedFoldSplitter
      • apply_pipeline_folds_to_aom_estimator()
      • pipeline_cv_policy_enabled()
      • pipeline_cv_policy_required()
    • nirs4all.controllers.models.residual_model module
      • ResidualModelController
    • nirs4all.controllers.models.sklearn_model module
    • nirs4all.controllers.models.tensorflow_model module
      • TensorFlowModelController
    • nirs4all.controllers.models.torch_model module
      • PyTorchModelController
    • nirs4all.controllers.models.utilities module
• nirs4all.controllers.shared package
  • Submodules
    • nirs4all.controllers.shared.model_selector module
    • nirs4all.controllers.shared.prediction_aggregator module
• nirs4all.controllers.splitters package
  • Submodules
    • nirs4all.controllers.splitters.fold_file_loader module
      • FoldFileLoaderController
      • FoldFileParser
    • nirs4all.controllers.splitters.split module
      • CrossValidatorController
      • ResolvedSplitGroups
      • SplitGroupingCapability
      • compute_effective_groups()
      • get_split_grouping_capability()
• nirs4all.controllers.transforms package
  • Submodules
    • nirs4all.controllers.transforms.cluster module
    • nirs4all.controllers.transforms.transformer module
    • nirs4all.controllers.transforms.y_transformer module
      • YTransformerMixinController

Submodules

• nirs4all.controllers.base module
  • BaseController
    • BaseController.can_handle()
    • BaseController.cleanup()
    • BaseController.execute()
    • BaseController.prepare()
    • BaseController.validate()
• nirs4all.controllers.controller module
• nirs4all.controllers.presets module
• nirs4all.controllers.registry module
  • reset_registry()