nirs4all.pipeline.config package

Submodules

• nirs4all.pipeline.config.component_serialization module
  • serialize_component()
• nirs4all.pipeline.config.context module
  • BestChainEntry
    • BestChainEntry.avg_val_score
    • BestChainEntry.best_params
    • BestChainEntry.branch_steps
    • BestChainEntry.config_name
    • BestChainEntry.metric
    • BestChainEntry.model_name
    • BestChainEntry.pipeline_id
  • DataSelector
    • DataSelector.__delitem__()
    • DataSelector.__getitem__()
    • DataSelector.__iter__()
    • DataSelector.__len__()
    • DataSelector.__setitem__()
    • DataSelector.branch_id
    • DataSelector.branch_name
    • DataSelector.branch_path
    • DataSelector.concat_source
    • DataSelector.copy()
    • DataSelector.fold_id
    • DataSelector.include_augmented
    • DataSelector.layout
    • DataSelector.partition
    • DataSelector.processing
    • DataSelector.tag_filters
    • DataSelector.with_augmented()
    • DataSelector.with_branch()
    • DataSelector.with_fold()
    • DataSelector.with_layout()
    • DataSelector.with_partition()
    • DataSelector.with_processing()
    • DataSelector.with_tag_filter()
    • DataSelector.y
  • LoaderArtifactProvider
    • LoaderArtifactProvider.get_artifact()
    • LoaderArtifactProvider.get_artifact_by_chain()
    • LoaderArtifactProvider.get_artifacts_for_chain_prefix()
    • LoaderArtifactProvider.get_artifacts_for_step()
    • LoaderArtifactProvider.get_fold_artifacts()
    • LoaderArtifactProvider.get_refit_artifact()
    • LoaderArtifactProvider.has_artifacts_for_step()
  • PipelineState
    • PipelineState.copy()
    • PipelineState.mode
    • PipelineState.step_number
    • PipelineState.y_processing
  • StepMetadata
    • StepMetadata.add_feature
    • StepMetadata.augment_sample
    • StepMetadata.copy()
    • StepMetadata.keyword
    • StepMetadata.replace_processing
    • StepMetadata.reset_ephemeral_flags()
    • StepMetadata.step_id
    • StepMetadata.target_features
    • StepMetadata.target_samples
• nirs4all.pipeline.config.generator module
  • CartesianStrategy
    • CartesianStrategy.count()
    • CartesianStrategy.expand()
    • CartesianStrategy.handles()
    • CartesianStrategy.keywords
    • CartesianStrategy.priority
    • CartesianStrategy.validate()
  • ChainStrategy
    • ChainStrategy.count()
    • ChainStrategy.expand()
    • ChainStrategy.handles()
    • ChainStrategy.keywords
    • ChainStrategy.priority
    • ChainStrategy.validate()
  • ExpansionStrategy
    • ExpansionStrategy.count()
    • ExpansionStrategy.expand()
    • ExpansionStrategy.handles()
    • ExpansionStrategy.keywords
    • ExpansionStrategy.priority
    • ExpansionStrategy.validate()
  • ExpansionTreeNode
    • ExpansionTreeNode.to_dict()
  • GridStrategy
    • GridStrategy.count()
    • GridStrategy.expand()
    • GridStrategy.handles()
    • GridStrategy.keywords
    • GridStrategy.priority
    • GridStrategy.validate()
  • LogRangeStrategy
    • LogRangeStrategy.count()
    • LogRangeStrategy.expand()
    • LogRangeStrategy.handles()
    • LogRangeStrategy.keywords
    • LogRangeStrategy.priority
    • LogRangeStrategy.validate()
  • OrStrategy
    • OrStrategy.count()
    • OrStrategy.expand()
    • OrStrategy.handles()
    • OrStrategy.keywords
    • OrStrategy.priority
    • OrStrategy.validate()
  • RangeStrategy
    • RangeStrategy.count()
    • RangeStrategy.expand()
    • RangeStrategy.handles()
    • RangeStrategy.keywords
    • RangeStrategy.priority
    • RangeStrategy.validate()
  • SampleStrategy
    • SampleStrategy.SUPPORTED_DISTRIBUTIONS
    • SampleStrategy.count()
    • SampleStrategy.expand()
    • SampleStrategy.handles()
    • SampleStrategy.keywords
    • SampleStrategy.priority
    • SampleStrategy.validate()
  • ValidationError
    • ValidationError.__str__()
    • ValidationError.code
    • ValidationError.message
    • ValidationError.path
    • ValidationError.severity
    • ValidationError.suggestion
  • ValidationResult
    • ValidationResult.__str__()
    • ValidationResult.add_error()
    • ValidationResult.errors
    • ValidationResult.generator_count
    • ValidationResult.info
    • ValidationResult.is_valid
    • ValidationResult.merge()
    • ValidationResult.node_count
    • ValidationResult.warnings
  • ValidationSeverity
    • ValidationSeverity.ERROR
    • ValidationSeverity.INFO
    • ValidationSeverity.WARNING
  • ZipStrategy
    • ZipStrategy.count()
    • ZipStrategy.expand()
    • ZipStrategy.handles()
    • ZipStrategy.keywords
    • ZipStrategy.priority
    • ZipStrategy.validate()
  • apply_all_constraints()
  • apply_exclude_constraint()
  • apply_mutex_constraint()
  • apply_requires_constraint()
  • batch_iter()
  • clear_presets()
  • count_combinations()
  • diff_configs()
  • expand_spec_iter()
  • expand_spec_with_choices()
  • export_presets()
  • extract_base_node()
  • extract_constraints()
  • extract_metadata()
  • extract_modifiers()
  • extract_or_choices()
  • extract_range_spec()
  • extract_tags()
  • format_config_table()
  • get_expansion_tree()
  • get_preset()
  • get_preset_info()
  • get_strategy()
  • has_cartesian_keyword()
  • has_chain_keyword()
  • has_grid_keyword()
  • has_log_range_keyword()
  • has_or_keyword()
  • has_preset()
  • has_range_keyword()
  • has_sample_keyword()
  • has_zip_keyword()
  • import_presets()
  • is_preset_reference()
  • is_pure_cartesian_node()
  • is_pure_chain_node()
  • is_pure_grid_node()
  • is_pure_log_range_node()
  • is_pure_or_node()
  • is_pure_range_node()
  • is_pure_sample_node()
  • is_pure_zip_node()
  • iter_with_progress()
  • list_presets()
  • parse_constraints()
  • print_expansion_tree()
  • register_builtin_presets()
  • register_preset()
  • register_strategy()
  • resolve_preset()
  • resolve_presets_recursive()
  • sample_with_seed()
  • summarize_configs()
  • to_dataframe()
  • unregister_preset()
  • validate_config()
  • validate_constraints()
  • validate_expanded_configs()
  • validate_spec()
• nirs4all.pipeline.config.pipeline_config module
• nirs4all.pipeline.config.portable_method_specs module
  • PortableMethodSpec
    • PortableMethodSpec.class_path
    • PortableMethodSpec.defaults
    • PortableMethodSpec.required
    • PortableMethodSpec.validate
• nirs4all.pipeline.config.refit_params module
  • resolve_refit_params()