nirs4all.pipeline.execution package

Subpackages

• nirs4all.pipeline.execution.refit package
  • Submodules
    • nirs4all.pipeline.execution.refit.config_extractor module
      • RefitCriterion
      • RefitSlotPlan
    • nirs4all.pipeline.execution.refit.executor module
    • nirs4all.pipeline.execution.refit.model_selector module
      • PerModelSelection
      • select_best_per_model()
    • nirs4all.pipeline.execution.refit.stacking_refit module
      • DEFAULT_MAX_STACKING_DEPTH

Submodules

• nirs4all.pipeline.execution.builder module
  • ExecutorBuilder
    • ExecutorBuilder.artifact_registry
    • ExecutorBuilder.build()
    • ExecutorBuilder.with_artifact_loader()
    • ExecutorBuilder.with_artifact_registry()
    • ExecutorBuilder.with_continue_on_error()
    • ExecutorBuilder.with_figure_refs()
    • ExecutorBuilder.with_mode()
    • ExecutorBuilder.with_plots_visible()
    • ExecutorBuilder.with_save_artifacts()
    • ExecutorBuilder.with_save_charts()
    • ExecutorBuilder.with_show_spinner()
    • ExecutorBuilder.with_step_runner()
    • ExecutorBuilder.with_store()
    • ExecutorBuilder.with_verbose()
    • ExecutorBuilder.with_workspace()
    • ExecutorBuilder.workspace
• nirs4all.pipeline.execution.executor module
• nirs4all.pipeline.execution.orchestrator module
  • PipelineOrchestrator
    • PipelineOrchestrator.execute()
  • RunCancelledError
• nirs4all.pipeline.execution.preprocessing module
  • FoldPreprocessedModel
    • FoldPreprocessedModel.model
    • FoldPreprocessedModel.predict()
    • FoldPreprocessedModel.predict_proba()
    • FoldPreprocessedModel.preprocessing
  • FoldPreprocessing
    • FoldPreprocessing.active
    • FoldPreprocessing.capture()
    • FoldPreprocessing.dataset
    • FoldPreprocessing.prepare_fold()
    • FoldPreprocessing.raw_features()
    • FoldPreprocessing.replay
    • FoldPreprocessing.unsupported_reason
  • PreprocessingReplay
    • PreprocessingReplay.artifacts
    • PreprocessingReplay.capture()
    • PreprocessingReplay.context
    • PreprocessingReplay.headers
    • PreprocessingReplay.input_step
    • PreprocessingReplay.processings
    • PreprocessingReplay.shapes
    • PreprocessingReplay.source_artifacts
    • PreprocessingReplay.start_step
    • PreprocessingReplay.steps
    • PreprocessingReplay.transform()
    • PreprocessingReplay.units
  • feature_step()
  • observe_feature_step()
• nirs4all.pipeline.execution.result module
  • ArtifactMeta
    • ArtifactMeta.content_hash
    • ArtifactMeta.format
    • ArtifactMeta.format_version
    • ArtifactMeta.metadata
    • ArtifactMeta.name
    • ArtifactMeta.nirs4all_version
    • ArtifactMeta.path
  • StepResult
    • StepResult.artifacts
    • StepResult.outputs
    • StepResult.predictions
    • StepResult.updated_context
• nirs4all.pipeline.execution.step_cache module
  • CachedStepState
    • CachedStepState.bytes_estimate
    • CachedStepState.content_hash
    • CachedStepState.processing_names
    • CachedStepState.release()
    • CachedStepState.source_snapshots