dispel package

Top-level package for Dispel.

Subpackages

• dispel.data package
  • Submodules
    • dispel.data.collections module
      • MeasureCollection
      • MeasureNotFound
      • SubjectNotFound
    • dispel.data.core module
      • Evaluation
      • Reading
      • ReadingSchema
      • Session
    • dispel.data.devices module
      • AndroidPlatform
      • AndroidScreen
      • Device
      • IOSPlatform
      • IOSScreen
      • PlatformType
      • Screen
    • dispel.data.epochs module
      • Epoch
      • EpochDefinition
    • dispel.data.flags module
      • Flag
      • FlagAlreadyExists
      • FlagId
      • FlagMixIn
      • FlagNotFound
      • FlagSeverity
      • FlagType
      • WrappedResult
      • verify_flag_uniqueness()
    • dispel.data.levels module
      • Context
      • Level
      • LevelEpoch
      • LevelEpochMeasureValue
      • LevelId
      • Modalities
      • RawDataSetAlreadyExists
    • dispel.data.measures module
      • MeasureId
      • MeasureSet
      • MeasureValue
      • MeasureValueDefinition
      • MeasureValueDefinitionPrototype
      • row_to_definition()
      • row_to_value()
    • dispel.data.raw module
      • ACCELEROMETER_COLUMNS
      • DEFAULT_COLUMNS
      • EmptyDataError
      • GRAVITY_COLUMNS
      • MissingColumnError
      • PRESSURE_MAX
      • PRESSURE_VALIDATOR
      • RawDataSet
      • RawDataSetDefinition
      • RawDataSetSource
      • RawDataValueDefinition
      • SensorType
      • USER_ACC_MAP
    • dispel.data.validators module
      • BETWEEN_MINUS_ONE_AND_ONE
      • BETWEEN_ZERO_AND_ONE
      • GREATER_THAN_ZERO
      • RangeValidator
      • SetValidator
      • ValidationException
    • dispel.data.values module
      • AVEnum
      • AbbreviatedValue
      • DefinitionId
      • Value
      • ValueDefinition
      • ValueDefinitionPrototype
      • ValueSet
• dispel.io package
  • read()
  • Submodules
    • dispel.io.core module
      • convert_data_frame_type()
      • convert_literal_type()
      • get_data_type_mapping()
    • dispel.io.export module
      • export_measures()
      • process_and_export()
    • dispel.io.flags module
      • format_all_flags()
      • format_flag()
      • merge_flags()
    • dispel.io.raw module
      • convert_types()
      • extract_raw_data_set()
      • generate_raw_data_set()
      • generate_raw_data_set_definition()
      • generate_raw_data_value_definition()
      • get_unit_from_datatype()
      • raw_data_set_definition_to_columns()
      • raw_data_set_definition_to_index()
    • dispel.io.utils module
      • flatten()
      • load_json()
      • readable_data_frame()
      • readable_dict()
      • readable_file()
      • readable_json()
• dispel.processing package
  • process()
  • Submodules
    • dispel.processing.assertions module
      • AssertEvaluationFinished
      • AssertRawDataSetPresent
      • NotEmptyDataSetAssertionMixin
    • dispel.processing.core module
      • CoreProcessingStepGroup
      • ErrorHandling
      • FlagError
      • FlagReadingStep
      • InvalidDataError
      • Parameter
      • ProcessingControlResult
      • ProcessingError
      • ProcessingResult
      • ProcessingResultBase
      • ProcessingStep
      • StopProcessingError
    • dispel.processing.data_set module
      • DataSetProcessingStep
      • DataSetProcessingStepMixin
      • DataSetProcessingStepProtocol
      • FlagDataSetStep
      • MutateDataSetProcessingStepBase
      • RawDataSetProcessingResult
      • StorageError
      • decorated_processing_function()
      • transformation()
    • dispel.processing.data_trace module
      • DataTrace
      • EdgeNotFound
      • GraphNoCycle
      • MissingSourceNode
      • NodeHasMultipleParents
      • NodeNotFound
    • dispel.processing.epochs module
      • CreateLevelEpochStep
      • DefaultLevelEpochFilter
      • LevelEpochDefinitionMixIn
      • LevelEpochExtractStep
      • LevelEpochFilter
      • LevelEpochIdFilter
      • LevelEpochProcessingResult
      • LevelEpochProcessingStepMixIn
    • dispel.processing.extract module
      • AGGREGATION_CENTER_BASED
      • AGGREGATION_REGISTRY
      • AggregateMeasures
      • AggregateModalities
      • AggregateRawDataSetColumn
      • BASIC_AGGREGATIONS
      • DEFAULT_AGGREGATIONS
      • DEFAULT_AGGREGATIONS_CV
      • DEFAULT_AGGREGATIONS_IQR
      • DEFAULT_AGGREGATIONS_Q95
      • EXTENDED_AGGREGATIONS
      • ExtractMultipleStep
      • ExtractStep
      • MeasureDefinitionMixin
      • MeasureFlagStep
      • agg_column()
    • dispel.processing.flags module
      • FlagStepMixin
      • flag()
    • dispel.processing.level module
      • DefaultLevelFilter
      • FlagLevelStep
      • LevelFilter
      • LevelFilterProcessingStepMixin
      • LevelIdFilter
      • LevelProcessingControlResult
      • LevelProcessingResult
      • LevelProcessingResultBase
      • LevelProcessingStep
      • LevelProcessingStepProtocol
      • ProcessingStepGroup
    • dispel.processing.level_filters module
      • AbsentDataSetFilter
      • DurationFilter
      • LastLevelFilter
      • NotEmptyDataSetFilter
      • NotEmptyDatasetFilter
    • dispel.processing.modalities module
      • HandModality
      • HandModalityFilter
      • LimbModality
      • SensorModality
    • dispel.processing.trace module
      • DataSetTrace
      • EpochTrace
      • MeasureTrace
      • OriginTrace
      • StepGroupTrace
      • StepTrace
      • Trace
      • TraceRelation
      • TraceType
      • collect_measure_value_definitions()
      • get_ancestor_source_graph()
      • get_ancestors()
      • get_edge_parameters()
      • get_traces()
      • inspect()
    • dispel.processing.transform module
      • Add
      • Apply
      • ConcatenateLevels
      • SuffixBasedNewDataSetIdMixin
      • TransformStep
      • TransformStepChainMixIn
    • dispel.processing.utils module
      • TaskMixin
      • parallel_explode()
• dispel.providers package
  • auto_process()
  • Subpackages
    • dispel.providers.ads package
      • Subpackages
      • Submodules
    • dispel.providers.apdm package
      • Subpackages
      • Submodules
    • dispel.providers.bdh package
      • Subpackages
      • Submodules
    • dispel.providers.digital_artefacts package
      • Subpackages
      • Submodules
    • dispel.providers.generic package
      • Subpackages
      • Submodules
    • dispel.providers.mobilized package
      • Submodules
    • dispel.providers.sensorlog package
      • Submodules
  • Submodules
    • dispel.providers.registry module
      • discover_providers()
      • get_processing_function()
      • process_factory()
      • register_processing()
      • register_reader()
• dispel.signal package
  • Submodules
    • dispel.signal.accelerometer module
      • GRAVITY_CONSTANT
      • apply_rotation_matrices()
      • compute_quaternion_between_vectors()
      • compute_rotation_matrices()
      • compute_rotation_matrices_quaternion()
      • dot_diag_einsum()
      • dot_diag_list()
      • dot_diag_matrix()
      • orthogonal()
      • quaternion_arr_normalize()
      • quaternion_rotate_vector()
      • remove_gravity_component()
      • remove_gravity_component_ori()
      • transform_ap_ml_acceleration()
    • dispel.signal.core module
      • amplitude()
      • assert_time_series_has_frequency()
      • autocorr()
      • autocov()
      • compute_rotation_matrix_2d()
      • compute_rotation_matrix_3d()
      • cross_corr()
      • derive_time_data_frame()
      • derive_time_series()
      • discretize_sampling_frequency()
      • energy()
      • entropy()
      • euclidean_distance()
      • euclidean_norm()
      • extract_sampling_frequency()
      • get_cartesian()
      • get_sampling_rate_idx()
      • index_time_diff()
      • integrate_time_series()
      • non_uniform_power_spectrum()
      • peak()
      • scale_corr()
      • scaled_autocorr()
      • signal_duration()
      • sparc()
      • uniform_power_spectrum()
    • dispel.signal.dtw module
      • get_dtw_distance()
      • get_minimal_matches()
    • dispel.signal.filter module
      • butterworth_band_pass_filter()
      • butterworth_high_pass_filter()
      • butterworth_low_pass_filter()
      • savgol_filter()
    • dispel.signal.geometric module
      • downsample_dataset()
      • draw_circle()
      • draw_ellipse()
      • extract_ellipse_axes()
      • extract_ellipse_dir_vectors()
      • rotate_points()
      • synthetic_outliers()
      • upsample_dataset()
    • dispel.signal.interpolators module
      • cubic_splines()
      • custom_interpolator_1d()
    • dispel.signal.orientation module
      • OrientationRange
      • PhoneOrientation
    • dispel.signal.sensor module
      • SENSOR_UNIT
      • check_amplitude()
      • detrend_signal()
      • find_zero_crossings()
    • dispel.signal.vectorial module
      • mean_norm_planar()
      • resultant_norm_planar()
      • rms_planar()
• dispel.sphinxext package
  • Submodules
    • dispel.sphinxext.dispel_directive module
      • DispelDirective
    • dispel.sphinxext.dispel_measures module
      • MeasureListDirective
      • get_variable()
      • setup()
    • dispel.sphinxext.templates module
      • is_range_validator()
      • is_set_validator()
• dispel.stats package
  • Submodules
    • dispel.stats.core module
      • freq_nan()
      • iqr()
      • mad()
      • npcv()
      • percentile_05()
      • percentile_95()
      • q1()
      • q3()
      • q_factory()
      • variation()
      • variation_increase()
    • dispel.stats.learning module
      • DelayParameters
      • LearningCurve
      • LearningModel
      • LearningParameters
      • LearningResult
      • compute_delay()
      • compute_learning_model()
      • extract_learning_for_all_subjects()
      • extract_learning_for_one_subject()
      • reject_outliers()
    • dispel.stats.reliability module
      • Intraclass correlation coefficients
      • ICCDesc
      • ICCKind
      • ICCModel
      • ICCResult
      • ICCResultSet
      • ICCResultSetStudy
      • ICCUnit
      • StringEnum
      • ensure_session_standards()
      • icc_oneway_random_absolute_average()
      • icc_oneway_random_absolute_single()
      • icc_parallel_form()
      • icc_power()
      • icc_sample_size()
      • icc_set_test_retest()
      • icc_test_retest()
      • icc_test_retest_session_safe()
      • icc_two_way_mixed_consistency_average()
      • icc_two_way_mixed_consistency_single()
      • icc_two_way_random_absolute_average()
      • icc_two_way_random_absolute_single()

Submodules

• dispel.docutils module
  • convert_measure_value_definition_to_dict()
  • get_measure_value_definitions_data_frame()
  • measure_value_definitions_to_data_frame()
• dispel.utils module
  • camel_to_snake_case()
  • convert_column_types()
  • drop_none()
  • multidispatchmethod
    • multidispatchmethod.__init__()
    • multidispatchmethod.register()
  • plural()
  • raise_multiple_errors()
  • set_attributes_from_kwargs()
  • to_camel_case()