nirs4all.analysis package

Submodules

• nirs4all.analysis.playground_dataset module
  • PlaygroundDatasetSelection
    • PlaygroundDatasetSelection.batch
    • PlaygroundDatasetSelection.diagnostics
    • PlaygroundDatasetSelection.evidence
  • extract_playground_dataset()
  • playground_metadata_columns()
• nirs4all.analysis.playground_distances module
  • paired_spectral_distances()
  • repetition_variance()
• nirs4all.analysis.playground_execution module
  • execute_preview()
• nirs4all.analysis.playground_facade module
  • preview_arrays()
  • preview_spectro_dataset()
• nirs4all.analysis.playground_metrics module
  • descriptor_statistics()
• nirs4all.analysis.playground_partition module
• nirs4all.analysis.playground_prepare module
• nirs4all.analysis.playground_projections module
• nirs4all.analysis.playground_statistics module
• nirs4all.analysis.playground_steps module
• nirs4all.analysis.playground_types module
• nirs4all.analysis.presets module
  • get_preset()
  • list_presets()
• nirs4all.analysis.projections module
• nirs4all.analysis.results module
  • TransferResult
    • TransferResult.__post_init__()
    • TransferResult.components
    • TransferResult.get_transforms()
    • TransferResult.improvement_pct
    • TransferResult.metrics
    • TransferResult.name
    • TransferResult.pipeline_type
    • TransferResult.signal_score
    • TransferResult.to_dict()
    • TransferResult.transfer_score
    • TransferResult.transforms
  • TransferSelectionResults
    • TransferSelectionResults.best
    • TransferSelectionResults.plot_improvement_heatmap()
    • TransferSelectionResults.plot_metrics_comparison()
    • TransferSelectionResults.plot_ranking()
    • TransferSelectionResults.ranking
    • TransferSelectionResults.raw_metrics
    • TransferSelectionResults.summary()
    • TransferSelectionResults.timing
    • TransferSelectionResults.to_dataframe()
    • TransferSelectionResults.to_pipeline_spec()
    • TransferSelectionResults.to_preprocessing_list()
    • TransferSelectionResults.top_k()
• nirs4all.analysis.selector module
  • TransferPreprocessingSelector
    • TransferPreprocessingSelector.fit()
    • TransferPreprocessingSelector.fit_from_configs()
    • TransferPreprocessingSelector.get_preprocessing_by_name()
• nirs4all.analysis.transfer_metrics module
• nirs4all.analysis.transfer_utils module
  • apply_single_preprocessing()
  • generate_object_augmentation_combinations()
  • generate_object_stacked_pipelines()
  • generate_stacked_pipelines()
  • normalize_preprocessing_list()