Index

_

__call__() (damast.data_handling.transformers.augmenters.BallTreeAugmenter method) (damast.data_handling.transformers.BallTreeAugmenter method) __class_getitem__() (damast.domains.maritime.ais.vessel_types.VesselType class method) __contains__() (damast.core.DataRange method) (damast.core.datarange.DataRange method) (damast.core.MetaData method) (damast.core.metadata.MetaData method) __deepcopy__() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) __eq__() (damast.core.Annotation method) (damast.core.annotations.Annotation method) (damast.core.annotations.Change method) (damast.core.annotations.History method) (damast.core.dataprocessing.PipelineElement method) (damast.core.datarange.ListOfValues method) (damast.core.datarange.MinMax method) (damast.core.DataSpecification method) (damast.core.History method) (damast.core.MetaData method) (damast.core.metadata.DataSpecification method) (damast.core.metadata.MetaData method) (damast.core.MinMax method) (damast.ml.experiments.Experiment method) (damast.ml.experiments.ForecastTask method) (damast.ml.experiments.LearningTask method) (damast.ml.scheduler.Job method) (damast.ml.scheduler.Job.Response method) __getattr__() (damast.core.polars_dataframe.Meta method) (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) __getitem__() (damast.core.MetaData method) (damast.core.metadata.MetaData method) (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) __iter__() (base.ModelInstanceDescription method) (damast.core.Annotation method) (damast.core.annotations.Annotation method) (damast.core.annotations.Change method) (damast.core.annotations.History method) (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.dataprocessing.PipelineElement method) (damast.core.DataProcessingPipeline method) (damast.core.DataRange method) (damast.core.datarange.DataRange method) (damast.core.datarange.ListOfValues method) (damast.core.datarange.MinMax method) (damast.core.DataSpecification method) (damast.core.History method) (damast.core.MetaData method) (damast.core.metadata.DataSpecification method) (damast.core.metadata.MetaData method) (damast.core.MinMax method) (damast.ml.experiments.Experiment method) (damast.ml.experiments.ForecastTask method) (damast.ml.experiments.LearningTask method) __len__() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) __name__ (damast.data_handling.transformers.augmenters.BallTreeAugmenter attribute) (damast.data_handling.transformers.BallTreeAugmenter attribute) __repr__() (damast.core.annotations.Change method) (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) (damast.core.datarange.MinMax method) (damast.core.DataSpecification method) (damast.core.DataSpecification.Fulfillment method) (damast.core.DataSpecification.MissingColumn method) (damast.core.metadata.DataSpecification method) (damast.core.metadata.DataSpecification.Fulfillment method) (damast.core.metadata.DataSpecification.MissingColumn method) (damast.core.MetaData.Fulfillment method) (damast.core.metadata.MetaData.Fulfillment method) (damast.core.MinMax method) __setitem__() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) _all_types (damast.domains.maritime.ais.vessel_types.VesselType attribute)

_annotations (damast.core.MetaData attribute) (damast.core.metadata.MetaData attribute) _base_impl (damast.core.polars_dataframe.Meta attribute) _batch_size (damast.ml.experiments.Experiment attribute) _collect() (damast.ml.scheduler.JobScheduler method) _collectors (damast.ml.scheduler.JobScheduler attribute) _dataframe (damast.core.AnnotatedDataFrame attribute) (damast.core.dataframe.AnnotatedDataFrame attribute) (damast.core.polars_dataframe.PolarsDataFrame attribute) (damast.core.types.XDataFrame attribute) _dataset (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn attribute) (damast.data_handling.transformers.JoinDataFrameByColumn attribute) _dataset_column (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn attribute) (damast.data_handling.transformers.JoinDataFrameByColumn attribute) _evaluation_report (damast.ml.experiments.Experiment attribute) _evaluation_steps (damast.ml.experiments.Experiment attribute) _fill_value (damast.data_handling.transformers.AddUndefinedValue attribute) (damast.data_handling.transformers.augmenters.AddUndefinedValue attribute) (damast.domains.maritime.transformers.AddMissingAISStatus attribute) (damast.domains.maritime.transformers.augmenters.AddMissingAISStatus attribute) _function (damast.domains.maritime.transformers.augmenters.ComputeClosestAnchorage attribute) (damast.domains.maritime.transformers.ComputeClosestAnchorage attribute) _generate_data() (damast.domains.maritime.ais.data_generator.AISTestData method) _init_model() (base.BaseModel method) _initialize_types() (damast.domains.maritime.ais.vessel_types.VesselType class method) _inplace_transformation (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute) _job_id (damast.ml.scheduler.JobScheduler attribute) _jobs (damast.ml.scheduler.JobScheduler attribute) _join_how (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn attribute) (damast.data_handling.transformers.JoinDataFrameByColumn attribute) _log (in module damast.domains.maritime.ais.data_generator) (in module damast.ml.scheduler) (in module damast.ml.worker) _metadata (damast.core.AnnotatedDataFrame attribute) (damast.core.dataframe.AnnotatedDataFrame attribute) _metric (damast.data_handling.transformers.augmenters.BallTreeAugmenter attribute) (damast.data_handling.transformers.BallTreeAugmenter attribute) _modified (damast.data_handling.transformers.augmenters.BallTreeAugmenter attribute) (damast.data_handling.transformers.BallTreeAugmenter attribute) _mul_value (damast.data_handling.transformers.augmenters.MultiplyValue attribute) (damast.data_handling.transformers.MultiplyValue attribute) _name_mappings (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.dataprocessing.PipelineElement attribute) (damast.core.DataProcessingPipeline attribute) _new_type (damast.data_handling.transformers.ChangeTypeColumn attribute) _output_specs (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute) _processing_stats (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute) _remove_value (damast.data_handling.transformers.filters.RemoveValueRows attribute) (damast.data_handling.transformers.RemoveValueRows attribute) _RESERVED_FOR_FUTURE__HAZARDOUS_GOODS_0 (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) _RESERVED_FOR_FUTURE__HAZARDOUS_GOODS_1 (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) _RESERVED_FOR_FUTURE_USE (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) _right_on (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn attribute) (damast.data_handling.transformers.JoinDataFrameByColumn attribute) _sockets (damast.ml.scheduler.JobScheduler attribute) _split_data_ratios (damast.ml.experiments.Experiment attribute) _subclasses() (damast.core.dataprocessing.PipelineElement class method) (damast.domains.maritime.ais.vessel_types.VesselType static method) _timestamp (damast.ml.experiments.Experiment attribute) _trained_models (damast.ml.experiments.Experiment attribute) _tree (damast.data_handling.transformers.augmenters.BallTreeAugmenter attribute) (damast.data_handling.transformers.BallTreeAugmenter attribute) _validate() (damast.core.DataSpecification method) (damast.core.metadata.DataSpecification method) _within_values (damast.data_handling.transformers.filters.FilterWithin attribute) (damast.data_handling.transformers.FilterWithin attribute) _x_shift (damast.domains.maritime.transformers.DeltaDistance attribute) (damast.domains.maritime.transformers.features.DeltaDistance attribute) _y_shift (damast.domains.maritime.transformers.DeltaDistance attribute) (damast.domains.maritime.transformers.features.DeltaDistance attribute)

A

abbreviation (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) actual_sequence (damast.ml.scheduler.Job.Response attribute) add() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) add_annotation() (damast.core.MetaData method) (damast.core.metadata.MetaData method) add_change() (damast.core.annotations.History method) (damast.core.History method) add_fulfillment() (damast.core.MetaData.Fulfillment method) (damast.core.metadata.MetaData.Fulfillment method) AddLocalIndex (class in damast.data_handling.transformers.augmenters) AddMissingAISStatus (class in damast.domains.maritime.transformers) (class in damast.domains.maritime.transformers.augmenters) AddTimestamp (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.augmenters) AddUndefinedValue (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.augmenters) AddVesselType (class in damast.domains.maritime.transformers) Aground (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) AIS_DATA_COLUMNS (in module damast.domains.maritime.ais.data_generator) AIS_SART__MOB_AIS__EPIRB_AIS (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) AISNavigationalStatus (class in damast.domains.maritime.ais) (class in damast.domains.maritime.ais.navigational_status) AISTestData (class in damast.domains.maritime.ais.data_generator) AISTestDataSpec (in module damast.domains.maritime.ais.data_generator) allow_missing (damast.core.datarange.MinMax attribute) (damast.core.MinMax attribute)

anchorages_data (damast.domains.maritime.data_processing.DataProcessing attribute) angle_sat_c() (in module damast.domains.maritime.math.spatial) AnnotatedDataFrame (class in damast.core) (class in damast.core.dataframe) Annotation (class in damast.core) (class in damast.core.annotations) Annotation.Key (class in damast.core) (class in damast.core.annotations) annotations (damast.core.MetaData property) (damast.core.MetaData.Key attribute) (damast.core.metadata.MetaData property) (damast.core.metadata.MetaData.Key attribute) ANTI (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute) append_to_hdf() (damast.core.MetaData method) (damast.core.metadata.MetaData method) apply() (damast.core.DataSpecification method) (damast.core.MetaData method) (damast.core.metadata.DataSpecification method) (damast.core.metadata.MetaData method) artifacts (damast.core.ArtifactSpecification attribute) (damast.core.metadata.ArtifactSpecification attribute) artifacts() (in module damast) (in module damast.core) (in module damast.core.dataprocessing) ArtifactSpecification (class in damast.core) (class in damast.core.metadata) AtAnchor (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) attach_subcommand_parser() (damast.cli.main.MainParser method)

B

BallTreeAugmenter (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.augmenters) base module base_dir (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute) BaseModel (class in base)

BaseParser (class in damast.cli.base) BaseVisualiser (class in damast.data_handling.transformers.visualisers) bearing() (in module damast.domains.maritime.math.spatial) build() (base.BaseModel method) by_id() (damast.domains.maritime.ais.vessel_types.VesselType class method) by_name() (damast.domains.maritime.ais.vessel_types.VesselType class method) BYE (damast.ml.scheduler.ControlCommand attribute)

C

Cargo (class in damast.domains.maritime.ais.vessel_types) category (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) Change (class in damast.core.annotations) changes (damast.core.annotations.History attribute) (damast.core.History attribute) ChangeTypeColumn (class in damast.data_handling.transformers) checkpoints_dir (base.BaseModel property) chord_distance() (in module damast.domains.maritime.math.spatial) CleanseAndSanitise (class in damast.domains.maritime.data_processing) column_dtype (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn attribute) (damast.data_handling.transformers.JoinDataFrameByColumn attribute) (damast.domains.maritime.transformers.AddVesselType attribute) column_fulfillments (damast.core.MetaData.Fulfillment attribute) (damast.core.metadata.MetaData.Fulfillment attribute) column_names (damast.core.polars_dataframe.PolarsDataFrame property) (damast.core.types.XDataFrame property) ColumnName (class in damast.domains.maritime.data_specification) columns (damast.core.MetaData attribute) (damast.core.MetaData.Key attribute) (damast.core.metadata.MetaData attribute) (damast.core.metadata.MetaData.Key attribute) COMBINATION (damast.domains.maritime.data_specification.ColumnName attribute)

Comment (damast.core.Annotation.Key attribute) (damast.core.annotations.Annotation.Key attribute) compute_features() (damast.ml.experiments.Experiment method) compute_train_test_validate_groups() (damast.ml.experiments.Experiment class method) ComputeClosestAnchorage (class in damast.domains.maritime.transformers) (class in damast.domains.maritime.transformers.augmenters) ConstrainedByHerDraught (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) ControlCommand (class in damast.ml.scheduler) convert_csv_to_adf() (damast.core.AnnotatedDataFrame class method) (damast.core.dataframe.AnnotatedDataFrame class method) copy() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) country_iso_code (damast.domains.maritime.data_specification.MMSI property) COURSE_OVER_GROUND (damast.domains.maritime.data_specification.ColumnName attribute) create() (damast.core.datarange.DataElement class method) create_experiment_directory() (damast.ml.experiments.Experiment class method) create_generator() (damast.ml.experiments.Experiment method) create_new() (damast.core.dataprocessing.PipelineElement class method) CROSS (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute) CycleTransformer (class in damast.core.transformations) cyclic_denormalisation() (in module damast.data_handling.transformers.normalizers) cyclic_normalisation() (in module damast.data_handling.transformers.normalizers) CyclicMinMax (class in damast.core.datarange)

D

damast module damast.cli module, [1] damast.cli.base module, [1] damast.cli.data_annotate module, [1] damast.cli.data_converter module, [1] damast.cli.data_inspect module, [1] damast.cli.data_processing module, [1] damast.cli.experiment module, [1] damast.cli.main module, [1] damast.core module, [1] damast.core.annotations module, [1] damast.core.dataframe module, [1] damast.core.dataprocessing module, [1] damast.core.datarange module, [1] damast.core.formatting module, [1] damast.core.metadata module, [1] damast.core.pipeline module, [1] damast.core.polars_dataframe module, [1] damast.core.transformations module, [1] damast.core.types module, [1] damast.core.units module, [1] damast.data_handling module, [1] damast.data_handling.accessors module, [1] damast.data_handling.exploration module, [1] damast.data_handling.transformers module, [1] damast.data_handling.transformers.augmenters module, [1] damast.data_handling.transformers.filters module, [1] damast.data_handling.transformers.normalizers module, [1] damast.data_handling.transformers.visualisers module, [1] damast.domains module, [1] damast.domains.maritime module, [1] damast.domains.maritime.ais module, [1] damast.domains.maritime.ais.data_generator module, [1] damast.domains.maritime.ais.navigational_status module, [1] damast.domains.maritime.ais.vessel_types module, [1] damast.domains.maritime.data_processing module, [1] damast.domains.maritime.data_specification module, [1] damast.domains.maritime.math module, [1] damast.domains.maritime.math.spatial module, [1] damast.domains.maritime.math.statistical module, [1] damast.domains.maritime.transformers module, [1] damast.domains.maritime.transformers.augmenters module, [1] damast.domains.maritime.transformers.features module, [1]

damast.ml module damast.ml.experiments module damast.ml.scheduler module damast.ml.worker module data_filename (damast.ml.scheduler.Job attribute) DATA_MONTH (damast.domains.maritime.data_specification.ColumnName attribute) DataAnnotateParser (class in damast.cli.data_annotate) DataCategory (class in damast.core.metadata) DataConvertParser (class in damast.cli.data_converter) DataElement (class in damast.core.datarange) dataframe (damast.core.polars_dataframe.PolarsDataFrame property) (damast.core.types.XDataFrame property) (damast.domains.maritime.ais.data_generator.AISTestData attribute) DataInspectParser (class in damast.cli.data_inspect) DataProcessing (class in damast.domains.maritime.data_processing) DataProcessingParser (class in damast.cli.data_processing) DataProcessingPipeline (class in damast.core) (class in damast.core.dataprocessing) DataRange (class in damast.core) (class in damast.core.datarange) DataSpecification (class in damast.core) (class in damast.core.metadata) DataSpecification.Fulfillment (class in damast.core) (class in damast.core.metadata) DataSpecification.Key (class in damast.core) (class in damast.core.metadata) DataSpecification.MissingColumn (class in damast.core) (class in damast.core.metadata) DATE_TIME_UTC (damast.domains.maritime.data_specification.ColumnName attribute) DATETIME_FORMAT (in module damast.domains.maritime.ais.data_generator) decdeg2dms() (in module damast.domains.maritime.math.spatial) decode() (damast.ml.scheduler.Job class method) (damast.ml.scheduler.Job.Response class method) DECORATED_ARTIFACT_SPECS (in module damast.core) (in module damast.core.dataprocessing) DECORATED_DESCRIPTION (in module damast.core) (in module damast.core.dataprocessing) DECORATED_INPUT_SPECS (in module damast.core) (in module damast.core.dataprocessing) DECORATED_OUTPUT_SPECS (in module damast.core) (in module damast.core.dataprocessing) DEFAULT_INDENT (in module damast.core.formatting) DEFAULT_TIMEOUT_IN_S (damast.data_handling.accessors.GroupSequenceAccessor attribute) deg2rad (damast.domains.maritime.transformers.augmenters.ComputeClosestAnchorage property) (damast.domains.maritime.transformers.ComputeClosestAnchorage property) DELTA_DISTANCE (damast.domains.maritime.data_specification.ColumnName attribute) DeltaDistance (class in damast.domains.maritime.transformers) (class in damast.domains.maritime.transformers.features) describe() (in module damast) (in module damast.core) (in module damast.core.dataprocessing) description (damast.cli.data_annotate.DataAnnotateParser attribute) (damast.cli.data_converter.DataConvertParser attribute) (damast.cli.data_inspect.DataInspectParser attribute) (damast.cli.data_processing.DataProcessingParser attribute) (damast.cli.experiment.ExperimentParser attribute) (damast.cli.main.MainParser attribute) (damast.core.annotations.Change attribute) (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) df (damast.data_handling.accessors.GroupSequenceAccessor attribute) (damast.data_handling.accessors.SequenceIterator attribute) DISTANCE_CLOSEST_ANCHORAGE (damast.domains.maritime.data_specification.ColumnName attribute) DISTANCE_CLOSEST_SATELLITE (damast.domains.maritime.data_specification.ColumnName attribute) distance_sat_vessel() (in module damast.domains.maritime.math.spatial) distribution_strategy (base.BaseModel attribute) dms2decdeg() (in module damast.domains.maritime.math.spatial) dpi (damast.data_handling.transformers.visualisers.BaseVisualiser attribute) DredgeFishing (class in damast.domains.maritime.ais.vessel_types) DriftingLonglines (class in damast.domains.maritime.ais.vessel_types) drop() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) (damast.core.MetaData method) (damast.core.metadata.MetaData method) DropMissingOrNan (class in damast.data_handling.transformers) dtype() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) DYNAMIC (damast.core.metadata.DataCategory attribute)

E

encode() (damast.ml.scheduler.Job method) (damast.ml.scheduler.Job.Response method) EngagedInFishing (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) epochs (damast.ml.experiments.TrainingParameters attribute) equals() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) evaluate() (base.BaseModel method) (damast.ml.experiments.Experiment method) evaluate_models() (damast.ml.experiments.Experiment class method) evaluation_file (base.BaseModel property) execute() (damast.cli.base.BaseParser method) (damast.cli.data_annotate.DataAnnotateParser method) (damast.cli.data_converter.DataConvertParser method) (damast.cli.data_inspect.DataInspectParser method) (damast.cli.data_processing.DataProcessingParser method) (damast.cli.experiment.ExperimentParser method) (damast.ml.worker.Worker method)

Experiment (class in damast.ml.experiments) experiment_dir (damast.ml.scheduler.Job attribute) ExperimentParser (class in damast.cli.experiment) export() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) export_hdf5() (damast.core.polars_dataframe.PolarsDataFrame class method) (damast.core.types.XDataFrame class method)

F

FAIL (damast.core.metadata.Status attribute) FAILED (damast.ml.scheduler.Job.Status attribute) features (base.BaseModel attribute) (damast.core.transformations.CycleTransformer attribute) (damast.ml.experiments.LearningTask attribute) (damast.ml.scheduler.Job attribute) FieldValue (class in damast.domains.maritime.data_specification) filename_prefix (damast.data_handling.transformers.visualisers.BaseVisualiser attribute) fill_value (damast.data_handling.transformers.AddUndefinedValue property) (damast.data_handling.transformers.augmenters.AddUndefinedValue property) FilterWithin (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.filters) FINISHED (damast.ml.scheduler.Job.Status attribute) Fishing (class in damast.domains.maritime.ais.vessel_types) FISHING_TYPE (damast.domains.maritime.data_specification.ColumnName attribute) fit() (damast.core.transformations.Transformer method) fit_transform() (damast.core.transformations.Transformer method) FixedGear (class in damast.domains.maritime.ais.vessel_types) forecast_length (damast.ml.experiments.ForecastTask attribute) ForecastTask (class in damast.ml.experiments) from_data() (damast.core.datarange.ListOfValues class method) (damast.core.datarange.MinMax class method) (damast.core.MinMax class method)

from_dict() (base.ModelInstanceDescription class method) (damast.core.Annotation class method) (damast.core.annotations.Annotation class method) (damast.core.annotations.Change class method) (damast.core.annotations.History class method) (damast.core.DataRange class method) (damast.core.datarange.DataRange class method) (damast.core.DataSpecification class method) (damast.core.History class method) (damast.core.MetaData class method) (damast.core.metadata.DataSpecification class method) (damast.core.metadata.MetaData class method) (damast.ml.experiments.LearningTask class method) from_directory() (damast.ml.experiments.Experiment class method) from_file() (damast.core.AnnotatedDataFrame class method) (damast.core.dataframe.AnnotatedDataFrame class method) (damast.ml.experiments.Experiment class method) from_requirements() (damast.core.DataSpecification class method) (damast.core.metadata.DataSpecification class method) from_vaex_hdf5() (damast.core.polars_dataframe.PolarsDataFrame class method) (damast.core.types.XDataFrame class method) FULL (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute)

G

generate_anchorage_type_data() (damast.domains.maritime.ais.data_generator.AISTestData method) generate_fishing_vessel_type_data() (damast.domains.maritime.ais.data_generator.AISTestData method) generate_subclass_documentation() (damast.core.dataprocessing.PipelineElement class method) generate_trajectory() (damast.domains.maritime.ais.data_generator.AISTestData static method) generate_vessel_type_data() (damast.domains.maritime.ais.data_generator.AISTestData method) get_evaluations() (base.BaseModel method) get_fulfillment() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) (damast.core.DataSpecification method) (damast.core.MetaData method) (damast.core.metadata.DataSpecification method) (damast.core.metadata.MetaData method) get_mapping() (damast.domains.maritime.ais.vessel_types.VesselType class method) get_name() (damast.core.dataprocessing.PipelineElement method)

get_status() (damast.ml.scheduler.JobScheduler method) (damast.ml.scheduler.ResponseCollector method) get_types() (damast.core.dataprocessing.PipelineElement class method) (damast.domains.maritime.ais.vessel_types.VesselType class method) get_types_as_str() (damast.domains.maritime.ais.vessel_types.VesselType class method) get_values() (damast.domains.maritime.ais.AISNavigationalStatus class method) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus class method) (damast.domains.maritime.ais.vessel_types.VesselType class method) great_circle_distance() (in module damast.domains.maritime.math) (in module damast.domains.maritime.math.spatial) group_column (damast.data_handling.accessors.GroupSequenceAccessor attribute) (damast.ml.experiments.ForecastTask attribute) groups (damast.data_handling.accessors.GroupSequenceAccessor attribute) GroupSequenceAccessor (class in damast.data_handling.accessors)

H

HEADING (damast.domains.maritime.data_specification.ColumnName attribute) HISTORIC_SIZE (damast.domains.maritime.data_specification.ColumnName attribute) HISTORIC_SIZE_REVERSE (damast.domains.maritime.data_specification.ColumnName attribute) history (base.BaseModel attribute)

History (class in damast.core) (class in damast.core.annotations) (damast.core.Annotation.Key attribute) (damast.core.annotations.Annotation.Key attribute)

I

id (damast.ml.scheduler.Job attribute) (damast.ml.scheduler.Job.Response attribute) import_hdf5() (damast.core.polars_dataframe.PolarsDataFrame class method) (damast.core.types.XDataFrame class method) infer_annotation() (damast.core.AnnotatedDataFrame class method) (damast.core.dataframe.AnnotatedDataFrame class method) INNER (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute) input() (in module damast) (in module damast.core) (in module damast.core.dataprocessing) input_data (damast.ml.experiments.Experiment attribute) input_specs (base.BaseModel attribute) (damast.core.dataprocessing.PipelineElement property) Institution (damast.core.Annotation.Key attribute) (damast.core.annotations.Annotation.Key attribute) is_empty() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) is_in_range() (damast.core.DataRange method) (damast.core.datarange.DataRange method) (damast.core.datarange.ListOfValues method) (damast.core.datarange.MinMax method) (damast.core.MinMax method)

is_met() (damast.core.DataSpecification.Fulfillment method) (damast.core.DataSpecification.MissingColumn method) (damast.core.metadata.DataSpecification.Fulfillment method) (damast.core.metadata.DataSpecification.MissingColumn method) (damast.core.MetaData.Fulfillment method) (damast.core.metadata.MetaData.Fulfillment method) is_not_in_range() (damast.core.DataRange method) (damast.core.datarange.DataRange method) (damast.core.datarange.ListOfValues method) is_optional (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) is_ready (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute)

J

Job (class in damast.ml.scheduler) Job.Response (class in damast.ml.scheduler) Job.Status (class in damast.ml.scheduler) job_id (damast.ml.scheduler.ResponseCollector attribute)

JobScheduler (class in damast.ml.scheduler) JoinDataFrameByColumn (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.augmenters) JoinDataFrameByColumn.JoinHowType (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.augmenters)

K

knots (in module damast.core.units)

known_columns (damast.core.DataSpecification.MissingColumn attribute) (damast.core.metadata.DataSpecification.MissingColumn attribute)

L

label (damast.ml.experiments.Experiment attribute) (damast.ml.experiments.LearningTask attribute) LAST_POSITION (damast.domains.maritime.data_specification.ColumnName attribute) LATITUDE (damast.domains.maritime.data_specification.ColumnName attribute) learning_rate (damast.ml.experiments.TrainingParameters attribute) learning_task (damast.ml.experiments.Experiment attribute) LearningTask (class in damast.ml.experiments) LEFT (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute) License (damast.core.Annotation.Key attribute) (damast.core.annotations.Annotation.Key attribute) listen_and_accept() (damast.ml.worker.Worker method) ListOfValues (class in damast.core.datarange) load() (damast.core.dataprocessing.DataProcessingPipeline class method) (damast.core.DataProcessingPipeline class method)

load_data() (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn class method) (damast.data_handling.transformers.JoinDataFrameByColumn class method) (damast.domains.maritime.transformers.augmenters.ComputeClosestAnchorage class method) (damast.domains.maritime.transformers.ComputeClosestAnchorage class method) load_state() (damast.core.dataprocessing.DataProcessingPipeline class method) (damast.core.DataProcessingPipeline class method) load_weights() (base.BaseModel method) load_yaml() (damast.core.MetaData class method) (damast.core.metadata.MetaData class method) logger (in module damast.core.polars_dataframe) LONGITUDE (damast.domains.maritime.data_specification.ColumnName attribute) loss (damast.ml.scheduler.Job.Response attribute) loss_function (damast.ml.experiments.TrainingParameters attribute)

M

MainParser (class in damast.cli.main) MARKER_FILE (damast.ml.experiments.Experiment attribute) max (damast.core.datarange.MinMax attribute) (damast.core.MinMax attribute) max_length (damast.domains.maritime.ais.data_generator.AISTestData attribute) max_value (damast.domains.maritime.data_specification.MMSI attribute) merge() (damast.core.datarange.MinMax method) (damast.core.DataSpecification method) (damast.core.metadata.DataSpecification method) (damast.core.MinMax method) merge_lists() (damast.core.DataSpecification class method) (damast.core.metadata.DataSpecification class method) MESSAGE_TYPE (damast.domains.maritime.data_specification.ColumnName attribute) Meta (class in damast.core.polars_dataframe) MetaData (class in damast.core) (class in damast.core.metadata) metadata (damast.core.AnnotatedDataFrame property) (damast.core.dataframe.AnnotatedDataFrame property) MetaData.Fulfillment (class in damast.core) (class in damast.core.metadata) MetaData.Key (class in damast.core) (class in damast.core.metadata) mid (damast.domains.maritime.data_specification.MMSI property) min (damast.core.datarange.MinMax attribute) (damast.core.MinMax attribute) min_length (damast.domains.maritime.ais.data_generator.AISTestData attribute) min_value (damast.domains.maritime.data_specification.MMSI attribute) MinMax (class in damast.core) (class in damast.core.datarange) minmax() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) missing_column (damast.core.DataSpecification.MissingColumn attribute) (damast.core.metadata.DataSpecification.MissingColumn attribute) missing_value (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) MMSI (class in damast.domains.maritime.data_specification) (damast.domains.maritime.data_specification.ColumnName attribute) model (base.BaseModel attribute) (base.ModelInstanceDescription attribute) model_dir (base.BaseModel attribute) model_name (damast.ml.scheduler.Job attribute) ModelInstanceDescription (class in base) models (damast.ml.experiments.LearningTask attribute) modified (damast.data_handling.transformers.augmenters.BallTreeAugmenter property) (damast.data_handling.transformers.BallTreeAugmenter property) module base damast damast.cli, [1] damast.cli.base, [1] damast.cli.data_annotate, [1] damast.cli.data_converter, [1] damast.cli.data_inspect, [1] damast.cli.data_processing, [1] damast.cli.experiment, [1] damast.cli.main, [1] damast.core, [1] damast.core.annotations, [1] damast.core.dataframe, [1] damast.core.dataprocessing, [1] damast.core.datarange, [1] damast.core.formatting, [1] damast.core.metadata, [1] damast.core.pipeline, [1] damast.core.polars_dataframe, [1] damast.core.transformations, [1] damast.core.types, [1] damast.core.units, [1] damast.data_handling, [1] damast.data_handling.accessors, [1] damast.data_handling.exploration, [1] damast.data_handling.transformers, [1] damast.data_handling.transformers.augmenters, [1] damast.data_handling.transformers.filters, [1] damast.data_handling.transformers.normalizers, [1] damast.data_handling.transformers.visualisers, [1] damast.domains, [1] damast.domains.maritime, [1] damast.domains.maritime.ais, [1] damast.domains.maritime.ais.data_generator, [1] damast.domains.maritime.ais.navigational_status, [1] damast.domains.maritime.ais.vessel_types, [1] damast.domains.maritime.data_processing, [1] damast.domains.maritime.data_specification, [1] damast.domains.maritime.math, [1] damast.domains.maritime.math.spatial, [1] damast.domains.maritime.math.statistical, [1] damast.domains.maritime.transformers, [1] damast.domains.maritime.transformers.augmenters, [1] damast.domains.maritime.transformers.features, [1] damast.ml damast.ml.experiments damast.ml.scheduler damast.ml.worker

Moored (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) mul_value (damast.data_handling.transformers.augmenters.MultiplyValue property) (damast.data_handling.transformers.MultiplyValue property) MultiplyValue (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.augmenters)

N

n (damast.core.transformations.CycleTransformer attribute) N_sigma() (in module damast.domains.maritime.math.statistical) N_sigma_limited() (in module damast.domains.maritime.math.statistical) name (base.BaseModel attribute) (damast.core.Annotation attribute) (damast.core.annotations.Annotation attribute) (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute) (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) (damast.domains.maritime.transformers.AddVesselType attribute)

name_mappings (damast.core.dataprocessing.PipelineElement property) national_id (damast.domains.maritime.data_specification.MMSI property) new_type (damast.data_handling.transformers.ChangeTypeColumn property) normalize() (in module damast.data_handling.transformers) (in module damast.data_handling.transformers.normalizers) NOT_STARTED (damast.ml.scheduler.Job.Status attribute) NotUnderCommand (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) number_of_trajectories (damast.domains.maritime.ais.data_generator.AISTestData attribute)

O

OK (damast.core.metadata.Status attribute) on_transform_end() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) on_transform_start() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) open() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) OtherPurseSeines (class in damast.domains.maritime.ais.vessel_types) OtherSeines (class in damast.domains.maritime.ais.vessel_types)

output() (in module damast) (in module damast.core) (in module damast.core.dataprocessing) output_dir (damast.data_handling.transformers.visualisers.BaseVisualiser attribute) output_directory (damast.ml.experiments.Experiment attribute) output_specs (base.BaseModel attribute) (damast.core.dataprocessing.DataProcessingPipeline property) (damast.core.dataprocessing.PipelineElement property) (damast.core.DataProcessingPipeline property)

P

parameters (base.ModelInstanceDescription attribute) parent_pipeline (damast.core.dataprocessing.PipelineElement attribute) parser (in module damast.domains.maritime.ais.data_generator) Passenger (class in damast.domains.maritime.ais.vessel_types) Pipeline (class in damast.core.pipeline) pipeline (damast.ml.experiments.LearningTask attribute) PipelineElement (class in damast.core.dataprocessing) Pleasure (class in damast.domains.maritime.ais.vessel_types) plot() (base.BaseModel method) PLOT_DPI (in module damast.data_handling.exploration) plot_histograms() (in module damast.data_handling.exploration) plot_lat_lon() (in module damast.data_handling.exploration) PlotHistograms (class in damast.data_handling.transformers.visualisers) PlotLatLon (class in damast.data_handling.transformers.visualisers) plots_dir (damast.domains.maritime.data_processing.DataProcessing attribute) PolarsDataFrame (class in damast.core.polars_dataframe)

PoleAndLine (class in damast.domains.maritime.ais.vessel_types) PotsAndTraps (class in damast.domains.maritime.ais.vessel_types) Power_DrivenVesselPushingAheadOrTowingAlongside (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) Power_DrivenVesselTowingAstern (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) precision (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) predict() (damast.ml.worker.Worker method) PREDICT_FILE_SOCKET (in module damast.ml.scheduler) predicted_sequence (damast.ml.scheduler.Job.Response attribute) prepare() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) PurseSeines (class in damast.domains.maritime.ais.vessel_types)

R

radian_dataset (damast.domains.maritime.transformers.augmenters.ComputeClosestAnchorage attribute) (damast.domains.maritime.transformers.ComputeClosestAnchorage attribute) read_responses() (damast.ml.scheduler.ResponseCollector method) READONLY (damast.core.metadata.ValidationMode attribute) (damast.core.ValidationMode attribute) References (damast.core.Annotation.Key attribute) (damast.core.annotations.Annotation.Key attribute) remove_value (damast.data_handling.transformers.filters.RemoveValueRows property) (damast.data_handling.transformers.RemoveValueRows property) RemoveValueRows (class in damast.data_handling.transformers) (class in damast.data_handling.transformers.filters) representation_type (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute)

resolve_representation_type() (damast.core.DataSpecification class method) (damast.core.metadata.DataSpecification class method) ResponseCollector (class in damast.ml.scheduler) responses (damast.ml.scheduler.ResponseCollector attribute) RestrictedManeuverability (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) reverse_bearing() (in module damast.domains.maritime.math.spatial) RIGHT (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute) run() (damast.core.pipeline.Pipeline method) (damast.ml.experiments.Experiment method) (in module damast.cli.main) RUNNING (damast.ml.scheduler.Job.Status attribute)

S

save() (base.BaseModel method) (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) (damast.ml.experiments.Experiment method) save_state() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) save_yaml() (damast.core.MetaData method) (damast.core.metadata.MetaData method) Seiners (class in damast.domains.maritime.ais.vessel_types) SEMI (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn.JoinHowType attribute) (damast.data_handling.transformers.JoinDataFrameByColumn.JoinHowType attribute) sequence_length (damast.ml.experiments.ForecastTask attribute) (damast.ml.scheduler.Job attribute) SequenceIterator (class in damast.data_handling.accessors) set_dtype() (damast.core.polars_dataframe.PolarsDataFrame method) (damast.core.types.XDataFrame method) set_parent() (damast.core.dataprocessing.PipelineElement method) SetGillnets (class in damast.domains.maritime.ais.vessel_types) SetLonglines (class in damast.domains.maritime.ais.vessel_types) shape (damast.core.AnnotatedDataFrame property) (damast.core.dataframe.AnnotatedDataFrame property) sock (damast.ml.scheduler.ResponseCollector attribute)

Source (damast.core.Annotation.Key attribute) (damast.core.annotations.Annotation.Key attribute) SOURCE (damast.domains.maritime.data_specification.ColumnName attribute) Specialcraft (class in damast.domains.maritime.ais.vessel_types) SPEED_OVER_GROUND (damast.domains.maritime.data_specification.ColumnName attribute) split_random() (damast.data_handling.accessors.GroupSequenceAccessor method) SquidJigger (class in damast.domains.maritime.ais.vessel_types) start() (damast.ml.scheduler.JobScheduler method) (damast.ml.scheduler.ResponseCollector method) STATIC (damast.core.metadata.DataCategory attribute) Status (class in damast.core.metadata) status (damast.core.DataSpecification.Fulfillment attribute) (damast.core.metadata.DataSpecification.Fulfillment attribute) STATUS (damast.domains.maritime.data_specification.ColumnName attribute) status (damast.ml.scheduler.ResponseCollector attribute) steps (damast.core.dataprocessing.DataProcessingPipeline attribute) (damast.core.DataProcessingPipeline attribute) (damast.core.pipeline.Pipeline attribute) steps_per_epoch (damast.ml.experiments.TrainingParameters attribute) STOP (damast.ml.scheduler.ControlCommand attribute) stop() (damast.ml.scheduler.JobScheduler method) stop_event (damast.ml.worker.Worker attribute) STOPPED (damast.ml.scheduler.Job.Status attribute) subparsers (damast.cli.main.MainParser attribute)

T

Tanker (class in damast.domains.maritime.ais.vessel_types) target (damast.ml.scheduler.Job attribute) targets (base.BaseModel attribute) (damast.ml.experiments.LearningTask attribute) thread (damast.ml.scheduler.ResponseCollector attribute) threads (damast.ml.worker.Worker attribute) timeout_in_s (damast.data_handling.accessors.GroupSequenceAccessor attribute) timepoint (damast.ml.scheduler.Job.Response attribute) timestamp (damast.core.annotations.Change attribute) TIMESTAMP (damast.domains.maritime.data_specification.ColumnName attribute) TIMESTAMP_FORMAT (damast.core.annotations.Change attribute) (damast.ml.experiments.Experiment attribute) timestamp_txt (damast.core.annotations.Change attribute) title (damast.core.annotations.Change attribute) to_dict() (damast.core.DataRange method) (damast.core.datarange.DataRange method) (damast.core.datarange.ListOfValues method) (damast.core.datarange.MinMax method) (damast.core.MinMax method) to_id() (damast.domains.maritime.ais.vessel_types.VesselType class method) to_keras_generator() (damast.data_handling.accessors.GroupSequenceAccessor method) (damast.data_handling.accessors.SequenceIterator method) to_str() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.DataProcessingPipeline method) (damast.core.DataSpecification class method) (damast.core.MetaData method) (damast.core.metadata.DataSpecification class method) (damast.core.metadata.MetaData method) touch_marker() (damast.ml.experiments.Experiment class method) train() (base.BaseModel method) (damast.ml.experiments.Experiment method) training_parameters (damast.ml.experiments.LearningTask attribute) TrainingParameters (class in damast.ml.experiments) TRAJECTORIES (damast.domains.maritime.data_specification.ColumnName attribute) TRAJECTORY_MAX_SIZE (in module damast.domains.maritime.ais.data_generator) TRAJECTORY_MIN_SIZE (in module damast.domains.maritime.ais.data_generator)

transform() (damast.core.dataprocessing.DataProcessingPipeline method) (damast.core.dataprocessing.PipelineElement method) (damast.core.DataProcessingPipeline method) (damast.core.pipeline.Pipeline method) (damast.core.transformations.CycleTransformer method) (damast.core.transformations.Transformer method) (damast.data_handling.transformers.AddTimestamp method) (damast.data_handling.transformers.AddUndefinedValue method) (damast.data_handling.transformers.augmenters.AddLocalIndex method) (damast.data_handling.transformers.augmenters.AddTimestamp method) (damast.data_handling.transformers.augmenters.AddUndefinedValue method) (damast.data_handling.transformers.augmenters.JoinDataFrameByColumn method) (damast.data_handling.transformers.augmenters.MultiplyValue method) (damast.data_handling.transformers.ChangeTypeColumn method) (damast.data_handling.transformers.DropMissingOrNan method) (damast.data_handling.transformers.filters.FilterWithin method) (damast.data_handling.transformers.filters.RemoveValueRows method) (damast.data_handling.transformers.FilterWithin method) (damast.data_handling.transformers.JoinDataFrameByColumn method) (damast.data_handling.transformers.MultiplyValue method) (damast.data_handling.transformers.RemoveValueRows method) (damast.data_handling.transformers.visualisers.PlotHistograms method) (damast.data_handling.transformers.visualisers.PlotLatLon method) (damast.domains.maritime.transformers.AddMissingAISStatus method) (damast.domains.maritime.transformers.AddVesselType method) (damast.domains.maritime.transformers.augmenters.AddMissingAISStatus method) (damast.domains.maritime.transformers.augmenters.ComputeClosestAnchorage method) (damast.domains.maritime.transformers.ComputeClosestAnchorage method) (damast.domains.maritime.transformers.DeltaDistance method) (damast.domains.maritime.transformers.features.DeltaDistance method) Transformer (class in damast.core.transformations) Trawlers (class in damast.domains.maritime.ais.vessel_types) Trollers (class in damast.domains.maritime.ais.vessel_types) Tug (class in damast.domains.maritime.ais.vessel_types) TunaPurseSeines (class in damast.domains.maritime.ais.vessel_types) typename() (damast.domains.maritime.ais.vessel_types.VesselType class method)

U

Undefined (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) UNDEFINED (damast.domains.maritime.data_specification.FieldValue attribute) UnderWaySailing (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) UnderWayUsingEngine (damast.domains.maritime.ais.AISNavigationalStatus attribute) (damast.domains.maritime.ais.navigational_status.AISNavigationalStatus attribute) unit (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute)

Unit (in module damast.core.units) unit_registry (in module damast.core.units) units (in module damast.core.units) Unspecified (class in damast.domains.maritime.ais.vessel_types) update() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) update_balltree() (damast.data_handling.transformers.augmenters.BallTreeAugmenter method) (damast.data_handling.transformers.BallTreeAugmenter method) UPDATE_DATA (damast.core.metadata.ValidationMode attribute) (damast.core.ValidationMode attribute) UPDATE_METADATA (damast.core.metadata.ValidationMode attribute) (damast.core.ValidationMode attribute)

V

VAEX_HDF5_COLUMNS (in module damast.core.polars_dataframe) VAEX_HDF5_ROOT (in module damast.core.polars_dataframe) validate() (damast.core.ArtifactSpecification method) (damast.core.dataprocessing.DataProcessingPipeline class method) (damast.core.DataProcessingPipeline class method) (damast.core.metadata.ArtifactSpecification method) validate_comment() (damast.core.Annotation method) (damast.core.annotations.Annotation method) validate_experiment_dir() (damast.ml.experiments.Experiment class method) validate_license() (damast.core.Annotation method) (damast.core.annotations.Annotation method) validate_metadata() (damast.core.AnnotatedDataFrame method) (damast.core.dataframe.AnnotatedDataFrame method) validation_func_name (damast.core.Annotation attribute) (damast.core.annotations.Annotation attribute) validation_steps (damast.ml.experiments.TrainingParameters attribute) ValidationMode (class in damast.core) (class in damast.core.metadata)

value (damast.core.Annotation attribute) (damast.core.annotations.Annotation attribute) (damast.domains.maritime.data_specification.MMSI attribute) value_meanings (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) value_range (damast.core.DataSpecification attribute) (damast.core.DataSpecification.Key attribute) (damast.core.metadata.DataSpecification attribute) (damast.core.metadata.DataSpecification.Key attribute) values (damast.core.datarange.ListOfValues attribute) VESSEL_TYPE (damast.domains.maritime.data_specification.ColumnName attribute) VESSEL_TYPE_GFW (damast.domains.maritime.data_specification.ColumnName attribute) VESSEL_TYPE_UNSPECIFIED (damast.domains.maritime.data_specification.FieldValue attribute) VesselType (class in damast.domains.maritime.ais.vessel_types)

W

w (in module damast.ml.worker) wait_for_responses() (damast.ml.scheduler.Job class method) wait_for_status() (damast.ml.scheduler.Job class method)

within_values (damast.data_handling.transformers.filters.FilterWithin property) (damast.data_handling.transformers.FilterWithin property) Worker (class in damast.ml.worker)

X

x_shift (damast.domains.maritime.transformers.DeltaDistance property) (damast.domains.maritime.transformers.features.DeltaDistance property)

XDataFrame (class in damast.core.types)

Y

y_shift (damast.domains.maritime.transformers.DeltaDistance property) (damast.domains.maritime.transformers.features.DeltaDistance property)