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CaliBrain

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  • Installation
  • Documentation
  • API Reference
  • Development
  • GitHub

Section Navigation

  • calibrain.LeadfieldBuilder
  • calibrain.SourceSimulator
  • calibrain.SensorSimulator
  • calibrain.SourceEstimator
  • calibrain.UncertaintyEstimator
  • calibrain.UncertaintyCalibrator
  • calibrain.MetricEvaluator
  • calibrain.Visualizer
  • calibrain.DataGenerator
  • calibrain.gamma_map_sflex
  • calibrain.gamma_lambda_map_sflex
  • calibrain.BMN
  • calibrain.BMN_joint

Top-level public API

  • calibrain.LeadfieldBuilder
  • calibrain.SourceSimulator
  • calibrain.SensorSimulator
  • calibrain.SourceEstimator
  • calibrain.UncertaintyEstimator
  • calibrain.UncertaintyCalibrator
  • calibrain.MetricEvaluator
  • calibrain.Visualizer
  • calibrain.DataGenerator
  • calibrain.gamma_map_sflex
  • calibrain.gamma_lambda_map_sflex
  • calibrain.BMN
  • calibrain.BMN_joint
  • calibrain.workflows.data_generation.run_data_generation
  • calibrain.workflows.aggregation.aggregate_posteriors
  • calibrain.workflows.calibration.run_calibration
  • calibrain.workflows.calibration.build_uncertainty_components
  • calibrain.workflows.plot_paper_calibration_figures.main

Workflow entrypoints

  • calibrain.workflows.data_generation.run_data_generation
  • calibrain.workflows.aggregation.aggregate_posteriors
  • calibrain.workflows.calibration.run_calibration
  • calibrain.workflows.calibration.build_uncertainty_components
  • calibrain.workflows.plot_paper_calibration_figures.main
  • calibrain.run_manifest.ManifestRow
  • calibrain.run_manifest.load_manifest_csv
  • calibrain.run_manifest.summaries_from_manifest
  • calibrain.calibration_dataset.PosteriorSummary
  • calibrain.calibration_dataset.load_posterior_summary
  • calibrain.calibration_dataset.filter_summaries_by_metadata
  • calibrain.calibration_dataset.concatenate_summaries
  • calibrain.calibration_storage.save_calibration_record
  • calibrain.calibration_storage.load_calibration_record
  • calibrain.calibration_storage.iter_calibration_records
  • calibrain.calibration_storage.stack_empirical_curves

Data model helpers

  • calibrain.run_manifest.ManifestRow
  • calibrain.run_manifest.load_manifest_csv
  • calibrain.run_manifest.summaries_from_manifest
  • calibrain.calibration_dataset.PosteriorSummary
  • calibrain.calibration_dataset.load_posterior_summary
  • calibrain.calibration_dataset.filter_summaries_by_metadata
  • calibrain.calibration_dataset.concatenate_summaries
  • calibrain.calibration_storage.save_calibration_record
  • calibrain.calibration_storage.load_calibration_record
  • calibrain.calibration_storage.iter_calibration_records
  • calibrain.calibration_storage.stack_empirical_curves
  • calibrain.metric_evaluation.get_subset_source_rr
  • calibrain.uncertainty_estimation.lift_reduced_sources_to_3d
  • calibrain.utils.get_data_path
  • calibrain.utils.load_config
  • calibrain.utils.load_python_config

Metric and utility helpers

  • calibrain.metric_evaluation.get_subset_source_rr
  • calibrain.uncertainty_estimation.lift_reduced_sources_to_3d
  • calibrain.utils.get_data_path
  • calibrain.utils.load_config
  • calibrain.utils.load_python_config
  • API Reference
  • calibrain.workflows.calibration.build_uncertainty_components

calibrain.workflows.calibration.build_uncertainty_components#

calibrain.workflows.calibration.build_uncertainty_components(*, nominal_coverages, logger)[source]#
Return type:

Tuple[UncertaintyEstimator, MetricEvaluator]

Examples using calibrain.workflows.calibration.build_uncertainty_components

  • 07. Uncertainty Estimation

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  • build_uncertainty_components()
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