nirs4all.operators.data package

Submodules

• nirs4all.operators.data.merge module
  • BranchType
    • BranchType.COPY
    • BranchType.METADATA_PARTITIONER
    • BranchType.SAMPLE_PARTITIONER
  • DisjointSelectionCriterion
    • DisjointSelectionCriterion.MAE
    • DisjointSelectionCriterion.MSE
    • DisjointSelectionCriterion.ORDER
    • DisjointSelectionCriterion.R2
    • DisjointSelectionCriterion.RMSE
  • MergeConfig
    • MergeConfig.__post_init__()
    • MergeConfig.collect_features
    • MergeConfig.collect_predictions
    • MergeConfig.feature_branches
    • MergeConfig.from_dict()
    • MergeConfig.get_feature_branches()
    • MergeConfig.get_merge_mode()
    • MergeConfig.get_prediction_configs()
    • MergeConfig.get_selection_criterion()
    • MergeConfig.get_shape_mismatch_strategy()
    • MergeConfig.has_per_branch_config()
    • MergeConfig.include_original
    • MergeConfig.is_separation_merge
    • MergeConfig.meta_feature_plan
    • MergeConfig.model_filter
    • MergeConfig.n_columns
    • MergeConfig.on_missing
    • MergeConfig.on_shape_mismatch
    • MergeConfig.output_as
    • MergeConfig.prediction_branches
    • MergeConfig.prediction_configs
    • MergeConfig.select_by
    • MergeConfig.source_merge
    • MergeConfig.source_names
    • MergeConfig.stacking_fit_contract
    • MergeConfig.to_dict()
    • MergeConfig.unsafe
    • MergeConfig.use_proba
    • MergeConfig.validate_relation_safety()
  • MergeMode
    • MergeMode.ALL
    • MergeMode.FEATURES
    • MergeMode.PREDICTIONS
  • MetaFeatureAdapter
    • MetaFeatureAdapter.BROADCAST
    • MetaFeatureAdapter.DIRECT
    • MetaFeatureAdapter.REDUCE
    • MetaFeatureAdapter.SOURCE_TO_COMBO
  • MetaFeaturePlan
    • MetaFeaturePlan.adapters
    • MetaFeaturePlan.alignment_key
    • MetaFeaturePlan.allow_experimental_combo_meta
    • MetaFeaturePlan.allow_fallbacks
    • MetaFeaturePlan.combo_reduction_plan
    • MetaFeaturePlan.fit_influence_policy
    • MetaFeaturePlan.from_dict()
    • MetaFeaturePlan.meta_row_domain
    • MetaFeaturePlan.missing_prediction_policy
    • MetaFeaturePlan.to_dict()
  • MetaRowDomain
    • MetaRowDomain.COMBO
    • MetaRowDomain.SAMPLE
  • MissingPredictionPolicy
    • MissingPredictionPolicy.DROP_BRANCH
    • MissingPredictionPolicy.DROP_INCOMPLETE
    • MissingPredictionPolicy.IMPUTE_DECLARED
    • MissingPredictionPolicy.MASK
    • MissingPredictionPolicy.PAD
    • MissingPredictionPolicy.PARTIAL_MODEL
    • MissingPredictionPolicy.STRICT
  • SelectionProtocol
    • SelectionProtocol.BRANCH_LEVEL
    • SelectionProtocol.GLOBAL
    • SelectionProtocol.META_AWARE
  • ShapeMismatchStrategy
    • ShapeMismatchStrategy.ALLOW
    • ShapeMismatchStrategy.ERROR
    • ShapeMismatchStrategy.PAD
    • ShapeMismatchStrategy.TRUNCATE
  • SourceBranchConfig
    • SourceBranchConfig.__post_init__()
    • SourceBranchConfig.default_pipeline
    • SourceBranchConfig.from_dict()
    • SourceBranchConfig.get_all_source_mappings()
    • SourceBranchConfig.get_pipeline_for_source()
    • SourceBranchConfig.is_auto_mode()
    • SourceBranchConfig.merge_after
    • SourceBranchConfig.merge_strategy
    • SourceBranchConfig.source_pipelines
    • SourceBranchConfig.to_dict()
  • SourceIncompatibleStrategy
    • SourceIncompatibleStrategy.ERROR
    • SourceIncompatibleStrategy.FLATTEN
    • SourceIncompatibleStrategy.PAD
    • SourceIncompatibleStrategy.TRUNCATE
  • SourceMergeStrategy
    • SourceMergeStrategy.CONCAT
    • SourceMergeStrategy.DICT
    • SourceMergeStrategy.STACK
  • StackingFitContract
    • StackingFitContract.base_prediction_calibration
    • StackingFitContract.final_validation_profile
    • StackingFitContract.from_dict()
    • StackingFitContract.inference_features
    • StackingFitContract.meta_training_features
    • StackingFitContract.model_selection_protocol
    • StackingFitContract.selection_protocol
    • StackingFitContract.to_dict()
  • StackingSelectionProtocol
    • StackingSelectionProtocol.HOLDOUT
    • StackingSelectionProtocol.NESTED
    • StackingSelectionProtocol.REUSE_OOF
• nirs4all.operators.data.rep_fusion module
  • RepFusionConfig
    • RepFusionConfig.from_step_value()
    • RepFusionConfig.materialize()
    • RepFusionConfig.plan
    • RepFusionConfig.representation
    • RepFusionConfig.to_dict()
• nirs4all.operators.data.repetition module
  • RepetitionConfig
    • RepetitionConfig.__post_init__()
    • RepetitionConfig.aggregate_metadata
    • RepetitionConfig.column
    • RepetitionConfig.expected_reps
    • RepetitionConfig.from_dict()
    • RepetitionConfig.from_step_value()
    • RepetitionConfig.get_pp_name()
    • RepetitionConfig.get_source_name()
    • RepetitionConfig.get_unequal_strategy()
    • RepetitionConfig.is_y_grouping
    • RepetitionConfig.on_unequal
    • RepetitionConfig.pp_names
    • RepetitionConfig.preserve_order
    • RepetitionConfig.resolve_column()
    • RepetitionConfig.source_names
    • RepetitionConfig.to_dict()
    • RepetitionConfig.uses_dataset_aggregate
  • UnequelRepsStrategy
    • UnequelRepsStrategy.DROP
    • UnequelRepsStrategy.ERROR
    • UnequelRepsStrategy.PAD
    • UnequelRepsStrategy.TRUNCATE