Skip to main content
Ctrl+K
mobgap 0.9.0 documentation - Home

Site Navigation

  • Getting Started
  • User Guides
  • API Reference
  • Examples
  • Blog
    • Changelog
  • GitHub

Site Navigation

  • Getting Started
  • User Guides
  • API Reference
  • Examples
  • Blog
    • Changelog
  • GitHub

Section Navigation

  • Data loading and Datasets
    • BaseGaitDataset
    • BaseGaitDatasetWithReference
    • GaitDatasetFromData
    • BaseGenericMobilisedDataset
    • GenericMobilisedDataset
    • load_mobilised_matlab_format
    • parse_reference_parameters
    • TVSLabDataset
    • TVSFreeLivingDataset
    • BaseTVSDataset
    • LabExampleDataset
    • get_all_lab_example_data_paths
    • MobilisedCvsDmoDataset
    • ReferenceData
    • MobilisedTestData
    • ParticipantMetadata
    • MobilisedParticipantMetadata
    • RecordingMetadata
    • MobilisedMetadata
    • base_gait_dataset_docfiller
    • matlab_dataset_docfiller
  • Pipelines
    • GenericMobilisedPipeline
    • MobilisedPipelineHealthy
    • MobilisedPipelineImpaired
    • MobilisedPipelineUniversal
    • BaseMobilisedPipeline
    • mobgap.pipeline.base.mobilised_pipeline_docfiller
    • mobgap.pipeline.evaluation.categorize_intervals
    • mobgap.pipeline.evaluation.categorize_intervals_per_sample
    • mobgap.pipeline.evaluation.get_matching_intervals
    • ErrorTransformFuncs
    • mobgap.pipeline.evaluation.get_default_error_transformations
    • mobgap.pipeline.evaluation.error
    • mobgap.pipeline.evaluation.rel_error
    • mobgap.pipeline.evaluation.abs_error
    • mobgap.pipeline.evaluation.abs_rel_error
    • CustomErrorAggregations
    • mobgap.pipeline.evaluation.get_default_error_aggregations
    • mobgap.pipeline.evaluation.icc
    • mobgap.pipeline.evaluation.loa
    • mobgap.pipeline.evaluation.quantiles
    • GsIterator
    • mobgap.pipeline.iter_gs
    • mobgap.pipeline.create_aggregate_df
    • FullPipelinePerGsResult
  • Gait Sequence Detection (GSD)
    • GsdIluz
    • GsdIonescu
    • GsdAdaptiveIonescu
    • GsdEmulationPipeline
    • BaseGsDetector
    • mobgap.gait_sequences.base.base_gsd_docfiller
    • mobgap.gait_sequences.evaluation.calculate_matched_gsd_performance_metrics
    • mobgap.gait_sequences.evaluation.calculate_unmatched_gsd_performance_metrics
    • mobgap.gait_sequences.evaluation.categorize_intervals_per_sample
    • mobgap.gait_sequences.evaluation.categorize_intervals
    • mobgap.gait_sequences.evaluation.plot_categorized_intervals
    • mobgap.gait_sequences.evaluation.get_matching_intervals
    • GsdEvaluation
    • GsdEvaluationCV
    • mobgap.gait_sequences.evaluation.gsd_evaluation_scorer
  • Initial Contact Detection (ICD)
    • IcdShinImproved
    • IcdIonescu
    • IcdHKLeeImproved
    • refine_gs
    • mobgap.initial_contacts.evaluation.calculate_matched_icd_performance_metrics
    • mobgap.initial_contacts.evaluation.categorize_ic_list
    • BaseIcDetector
    • mobgap.initial_contacts.base.base_icd_docfiller
  • Left-Right Classification (LRC)
    • LrcMcCamley
    • LrcUllrich
    • BaseLRClassifier
    • mobgap.laterality.base.base_lrc_docfiller
  • Turn Detection
    • TdElGohary
    • BaseTurnDetector
    • mobgap.turning.base.base_turning_docfiller
  • Cadence Estimation (CAD)
    • CadFromIc
    • CadFromIcDetector
    • BaseCadCalculator
    • mobgap.cadence.base.base_cad_docfiller
  • Stride Length (SL)
    • SlZijlstra
    • BaseSlCalculator
    • mobgap.stride_length.base.base_sl_docfiller
  • Walking Speed (WS)
    • WsNaive
    • BaseWsCalculator
    • mobgap.walking_speed.base.base_ws_docfiller
  • Walking Bout Assembly (WBA)
    • StrideSelection
    • IntervalParameterCriteria
    • IntervalDurationCriteria
    • BaseIntervalCriteria
    • WbAssembly
    • LeftRightCriteria
    • MaxBreakCriteria
    • NStridesCriteria
    • BaseWbCriteria
    • BaseSummaryCriteria
    • plot_wba_results
  • DMO Aggregation
    • MobilisedAggregator
    • apply_thresholds
    • get_mobilised_dmo_thresholds
    • BaseAggregator
    • mobgap.aggregation.base.base_aggregator_docfiller
  • Orientation Estimation
    • MadgwickAHRS
    • BaseOrientationEstimation
  • Data Transformations and Filters
    • ButterworthFilter
    • FirFilter
    • CwtFilter
    • SavgolFilter
    • GaussianFilter
    • EpflGaitFilter
    • EpflDedriftFilter
    • EpflDedriftedGaitFilter
    • Resample
    • Pad
    • Crop
    • chain_transformers
    • BaseTransformer
    • BaseFilter
    • FixedFilter
    • ScipyFilter
    • mobgap.data_transform.base.base_filter_docfiller
    • mobgap.data_transform.base.fixed_filter_docfiller
    • mobgap.data_transform.base.scipy_filter_docfiller
  • Utility functions
    • General helper for validating and converting dtypes
      • is_dflike
      • dflike_as_2d_array
      • DfLike
    • General DataFrame Operations
      • create_multi_groupby
      • MultiGroupBy
      • apply_transformations
      • apply_aggregations
      • CustomOperation
    • General array operations
      • sliding_window_view
      • bool_array_to_start_end_array
      • start_end_array_to_bool_array
      • merge_intervals
    • Handling Rotations
      • rotate_dataset_series
    • Unit Conversions
      • as_samples
      • to_body_frame
      • to_normal_frame
      • to_sensor_frame
      • transform_to_global_frame
    • General Performance Evaluation Metrics
      • precision_recall_f1_score
      • precision_score
      • recall_score
      • specificity_score
      • accuracy_score
      • npv_score
      • f1_score
  • API Reference
  • Utility functions

Utility functions#

  • General helper for validating and converting dtypes
  • General DataFrame Operations
  • General array operations
  • Handling Rotations
  • Unit Conversions
  • General Performance Evaluation Metrics
Show Source

© Copyright 2023 - 2024, MaD Lab, FAU in the name of the Mobilise-D consortium.

Created using Sphinx 7.4.7.

Built with the PyData Sphinx Theme 0.14.4.