Index

_

__call__() (plums.dataflow.dataset.playground.AnnotationDriver method) (plums.dataflow.dataset.playground.TaxonomyReader method) (plums.dataflow.dataset.playground.TileDriver method) (plums.model.components.utils.Mock method), [1] (plums.plot.engine.ColorMap method)

_Array (class in plums.commons.data.base) _draw (plums.plot.engine.painter.Draw attribute)

A

add() (plums.model.components.components.CheckpointCollection method) add_checkpoint() (plums.model.model.Model method), [1] alpha (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) Annotation (class in plums.commons.data.data) annotation (plums.commons.data.data.DataPoint attribute) AnnotationDriver (class in plums.dataflow.dataset.playground)

append() (plums.commons.data.record.RecordCollection method) ArrayInterfaced (class in plums.commons.data.base) astype() (plums.dataflow.io.Tile method) (plums.plot.engine.Color method) (plums.plot.engine.ColorMap method) axis (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute)

B

background_color (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) bottom_up() (plums.commons.data.taxonomy.iterator.DefaultTreeIterator method) BottomUpDepthWiseTreeIterator (class in plums.commons.data.taxonomy.iterator)

BottomUpTreeIterator (class in plums.commons.data.taxonomy.iterator) BOX_DIMENSIONS (plums.plot.engine.legend_painter.LegendItemDrawer attribute) BOX_OUTLINE_WIDTH (plums.plot.engine.legend_painter.LegendItemDrawer attribute) build_parameters (plums.model.model.Model attribute), [1] ByCategoryDescriptor (class in plums.plot.engine.color_engine)

C

cat() (plums.dataflow.dataset.SizedDataset method) center (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) centroid() (plums.plot.engine.painter.Geometry property) Checkpoint (class in plums.model.components.utils), [1], [2] (class in plums.model.validation.metadata), [1] (class in plums.model.validation.structure), [1] checkpoint() (plums.model.model.Model property), [1] checkpoint_collection (plums.model.model.Model attribute), [1] CheckpointCollection (class in plums.model.components.components) circle() (plums.plot.engine.painter.Draw method) clone() (plums.dataflow.io.Tile method) Color (class in plums.plot.engine) COLOR_MAP_DIMENSIONS (plums.plot.engine.legend_painter.LegendItemDrawer attribute) COLOR_MAP_MARGIN (plums.plot.engine.legend_painter.LegendItemDrawer attribute) COLOR_MAP_TEXT_HEIGHT (plums.plot.engine.legend_painter.LegendItemDrawer attribute) COLOR_MAP_TITLE_HEIGHT (plums.plot.engine.legend_painter.LegendItemDrawer attribute) ColorEngine (class in plums.plot.engine.color_engine) ColorMap (class in plums.plot.engine)

components() (plums.plot.engine.Color property) Compositor (class in plums.plot.engine.compositor) CompositorBase (class in plums.plot.engine.compositor) compute() (plums.plot.engine.color_engine.ByCategoryDescriptor method) (plums.plot.engine.color_engine.ColorEngine method) (plums.plot.engine.Descriptor method) ConcatDataset (class in plums.dataflow.dataset) confidence (plums.commons.data.record.Record attribute) Configuration (class in plums.model.validation.metadata), [1] configuration (plums.model.components.components.Producer attribute) consumer contains() (plums.dataflow.io.ptype method) coordinates (plums.commons.data.mask.VectorMask attribute) (plums.commons.data.record.Record attribute) coordinates() (plums.plot.engine.painter.Geometry property) copy() (in module plums.model.components.utils), [1] ctype (plums.plot.engine.ColorMap attribute) ctype() (plums.plot.engine.Color property) (plums.plot.engine.color_engine.ColorEngine property) cumulative_size (plums.dataflow.dataset.ConcatDataset attribute)

D

Data (class in plums.model.validation.structure), [1] data() (plums.commons.data.mask.RasterMask property) (plums.commons.data.tile.TileWrapper property) (plums.dataflow.io.Tile property) DataPoint (class in plums.commons.data.data) Dataset (class in plums.dataflow.dataset) Default (class in plums.model.validation.schema_core) DefaultMetadata (class in plums.model.validation.metadata), [1] DefaultTree (class in plums.model.validation.structure), [1] DefaultTreeAccessor (class in plums.commons.data.taxonomy.accessor) DefaultTreeIterator (class in plums.commons.data.taxonomy.iterator) depth_wise_bottom_up() (plums.commons.data.taxonomy.iterator.DefaultTreeIterator method) depth_wise_top_down() (plums.commons.data.taxonomy.iterator.DefaultTreeIterator method)

Descriptor (class in plums.plot.engine) Draw (class in plums.plot.engine.painter) draw() (plums.plot.engine.legend_painter.LegendPainter method) (plums.plot.engine.legend_painter.LegendPainterBase method) (plums.plot.engine.orchestrator.Orchestrator method) (plums.plot.engine.painter.Painter method) (plums.plot.engine.painter.PainterBase method) (plums.plot.engine.painter.TagPainter method) draw_colormap() (plums.plot.engine.legend_painter.LegendItemDrawer method) draw_composite_category() (plums.plot.engine.legend_painter.LegendItemDrawer method) draw_outline_with_title() (plums.plot.engine.legend_painter.LegendItemDrawer method) draw_simple_category() (plums.plot.engine.legend_painter.LegendItemDrawer method) dtype() (plums.dataflow.io.Tile property) dump() (in module plums.dataflow.io.json)

E

eloc() (plums.model.components.components.CheckpointCollection property) end() (plums.model.components.components.Training method) end_epoch() (plums.model.components.components.Training property)

end_timestamp() (plums.model.components.components.Training property) epoch (plums.model.components.utils.Checkpoint attribute), [1], [2] ERROR_INVALID_NAME (in module plums.model.validation.utils.validate_path)

F

filename (plums.commons.data.tile.TileWrapper attribute) (plums.dataflow.io.Tile attribute) fill (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) floor() (plums.commons.data.taxonomy.iterator.DefaultTreeIterator method)

FloorTreeIterator (class in plums.commons.data.taxonomy.iterator) Format (class in plums.model.validation.metadata), [1] format (plums.model.components.version.PyPA attribute), [1], [2], [3] (plums.model.components.version.Version attribute), [1], [2], [3] format() (plums.model.components.version.MetaVersion property), [1]

G

GeoInterfaced (class in plums.commons.data.base) Geometry (class in plums.plot.engine.painter) get() (plums.commons.data.record.RecordCollection method) (plums.model.components.components.CheckpointCollection method)

get_color() (plums.plot.engine.ColorMap method) get_conversion_fn_to() (plums.dataflow.io.ptype method) get_labels() (plums.commons.data.record.Record method)

H

hash (plums.model.components.utils.Checkpoint attribute), [1], [2] height() (plums.commons.data.mask.RasterMask property) (plums.commons.data.tile.TileWrapper property) (plums.dataflow.io.Tile property)

I

id (plums.commons.data.base.GeoInterfaced attribute) (plums.commons.data.data.Annotation attribute) (plums.commons.data.data.DataPoint attribute) (plums.commons.data.Mask attribute) (plums.commons.data.mask.RasterMask attribute) (plums.commons.data.mask.VectorMask attribute) (plums.commons.data.mixin.IdentifiedMixIn attribute) (plums.commons.data.record.Record attribute) (plums.commons.data.record.RecordCollection attribute) (plums.model.model.Model attribute), [1] id() (plums.commons.data.taxonomy.accessor.DefaultTreeAccessor property) IdentifiedMixIn (class in plums.commons.data.mixin) IdTreeAccessor (class in plums.commons.data.taxonomy.accessor) iloc() (plums.commons.data.tile.TileCollection property) (plums.model.components.components.CheckpointCollection property) index() (plums.dataflow.io.ptype method) info() (plums.commons.data.tile.TileWrapper property) (plums.dataflow.io.Tile property) Initialisation (class in plums.model.validation.metadata), [1] (class in plums.model.validation.structure), [1]

initialisation() (in module plums.model.model), [1] (plums.model.model.Model property), [1] InitialisationPath (class in plums.model.validation.metadata), [1] (class in plums.model.validation.structure), [1] InitialisationPMF (class in plums.model.validation.metadata), [1] (class in plums.model.validation.structure), [1] interrupt() (plums.model.components.components.Training method) is_duplicate() (in module plums.model.components.utils), [1] is_failed() (plums.model.components.components.Training property) is_finished() (plums.model.components.components.Training property) is_pathname_valid() (in module plums.model.validation.utils.validate_path) is_pending() (plums.model.components.components.Training property) is_running() (plums.model.components.components.Training property) is_valid() (plums.commons.data.base.GeoInterfaced property) (plums.model.validation.schema_core.SchemaComponent method) ITEM_BACKGROUND_COLOR (plums.plot.engine.legend_painter.LegendItemDrawer attribute) item_margins (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) items() (plums.model.components.components.CheckpointCollection method)

K

keys() (plums.model.components.components.CheckpointCollection method)

L

labels() (plums.commons.data.record.Record property) latest() (plums.model.components.components.CheckpointCollection property) latest_epoch() (plums.model.components.components.Training property) latest_timestamp() (plums.model.components.components.Training property) LEFT (plums.plot.engine.painter.Position attribute) leftmost_coordinate() (plums.plot.engine.painter.Geometry property)

LegendItemDrawer (class in plums.plot.engine.legend_painter) LegendPainter (class in plums.plot.engine.legend_painter) LegendPainterBase (class in plums.plot.engine.legend_painter) line() (plums.plot.engine.painter.Draw method) load() (in module plums.dataflow.io.json) (plums.model.model.Model class method), [1]

M

main_axis_align (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) main_descriptor (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) make_dict_structure_from_tree() (in module plums.model.validation.utils.dict_from_tree) map_fn (plums.plot.engine.ColorMap attribute) margins (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) Mask (class in plums.commons.data) mask_collection (plums.commons.data.data.Annotation attribute) MaskCollection (class in plums.commons.data.mask) masks (plums.commons.data.mask.MaskCollection attribute) max_x() (plums.plot.engine.painter.Geometry property) max_y() (plums.plot.engine.painter.Geometry property) md5_checksum() (in module plums.model.validation.utils.checksum) MD5Checksum (class in plums.model.validation.schema_core) Metadata (class in plums.model.validation.metadata), [1] (class in plums.model.validation.structure), [1] MetadataComponent (class in plums.model.validation.metadata), [1] MetaVersion (class in plums.model.components.version), [1] min_x() (plums.plot.engine.painter.Geometry property) min_y() (plums.plot.engine.painter.Geometry property) minor_axis_align (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) Mock (class in plums.model.components.utils), [1] MODE (plums.plot.engine.compositor.Compositor attribute) (plums.plot.engine.legend_painter.LegendItemDrawer attribute) (plums.plot.engine.painter.Painter attribute)

model Model (class in plums.model.model), [1] (class in plums.model.validation.metadata), [1] (class in plums.model.validation.structure), [1] module plums.commons, [1], [2], [3], [4], [5], [6] plums.commons.data plums.commons.data.mixin plums.commons.data.taxonomy.accessor plums.commons.data.taxonomy.iterator plums.dataflow.io.json plums.model.components.components plums.model.components.utils, [1] plums.model.components.version, [1] plums.model.exception plums.model.model, [1] plums.model.validation plums.model.validation.metadata, [1] plums.model.validation.schema_core plums.model.validation.structure, [1] plums.model.validation.utils.checksum plums.model.validation.utils.dict_from_tree plums.model.validation.utils.validate_path plums.plot, [1], [2], [3] plums.plot.engine, [1], [2], [3], [4] plums.plot.engine.compositor plums.plot.engine.legend_painter plums.plot.engine.orchestrator plums.plot.engine.painter

N

n_cols (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) name (plums.commons.data.Mask attribute) (plums.commons.data.mask.RasterMask attribute) (plums.commons.data.mask.VectorMask attribute) (plums.model.components.components.Producer attribute) (plums.model.components.utils.Checkpoint attribute), [1], [2] (plums.model.model.Model attribute), [1] (plums.plot.engine.Descriptor attribute)

name() (plums.commons.data.taxonomy.accessor.DefaultTreeAccessor property) NameTreeAccessor (class in plums.commons.data.taxonomy.accessor) ndim() (plums.plot.engine.Color property)

O

Orchestrator (class in plums.plot.engine.orchestrator) OrchestratorBase (class in plums.plot.engine.orchestrator)

OUTLINE_HEADER_MARGIN (plums.plot.engine.legend_painter.LegendItemDrawer attribute) overlay() (plums.plot.engine.painter.Draw property)

P

Painter (class in plums.plot.engine.painter) PainterBase (class in plums.plot.engine.painter) Path (class in plums.model.validation.schema_core) path (plums.model.components.utils.Checkpoint attribute), [1], [2] path() (plums.model.model.Model property), [1] PatternDataset (class in plums.dataflow.dataset) PlaygroundDataset (class in plums.dataflow.dataset) plot() (plums.plot.engine.compositor.Compositor method) (plums.plot.engine.compositor.CompositorBase method) plot_centers (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) plot_confidences (plums.plot.engine.orchestrator.OrchestratorBase attribute) plot_tag (plums.plot.engine.orchestrator.Orchestrator attribute) plums.commons module, [1], [2], [3], [4], [5], [6] plums.commons.data module plums.commons.data.mixin module plums.commons.data.taxonomy.accessor module plums.commons.data.taxonomy.iterator module plums.dataflow.io.json module plums.model.components.components module plums.model.components.utils module, [1] plums.model.components.version module, [1] plums.model.exception module plums.model.model module, [1] plums.model.validation module plums.model.validation.metadata module, [1] plums.model.validation.schema_core module plums.model.validation.structure module, [1] plums.model.validation.utils.checksum module

plums.model.validation.utils.dict_from_tree module plums.model.validation.utils.validate_path module plums.plot module, [1], [2], [3] plums.plot.engine module, [1], [2], [3], [4] plums.plot.engine.compositor module plums.plot.engine.legend_painter module plums.plot.engine.orchestrator module plums.plot.engine.painter module PlumsError PlumsModelError PlumsModelMetadataValidationError PlumsModelTreeValidationError PlumsValidationError polygon() (plums.plot.engine.painter.Draw method) Position (class in plums.plot.engine.painter) producer Producer (class in plums.model.components.components) (class in plums.model.validation.metadata), [1] producer (plums.model.model.Model attribute), [1] ProducerVersion (class in plums.model.validation.metadata), [1] properties (plums.commons.data.data.Annotation attribute) (plums.commons.data.data.DataPoint attribute) (plums.commons.data.Mask attribute) (plums.commons.data.mask.RasterMask attribute) (plums.commons.data.mask.VectorMask attribute) (plums.commons.data.record.Record attribute) (plums.commons.data.tile.TileWrapper attribute) properties() (plums.commons.data.mixin.PropertyContainer property), [1], [2] property_name() (plums.plot.engine.color_engine.ByCategoryDescriptor property) (plums.plot.engine.color_engine.ColorEngine property) (plums.plot.engine.Descriptor property) PropertyContainer (class in plums.commons.data.mixin), [1], [2] ptype (class in plums.dataflow.io) ptype() (plums.dataflow.io.Tile property) PyPA (class in plums.model.components.version), [1]

R

range() (plums.plot.engine.ColorMap property) RasterMask (class in plums.commons.data.mask) Record (class in plums.commons.data.record) record_collection (plums.commons.data.data.Annotation attribute) RecordCollection (class in plums.commons.data.record) records (plums.commons.data.record.RecordCollection attribute) register() (in module plums.model.components.version), [1] register_epoch() (plums.model.components.components.Training method) (plums.model.model.Model method), [1]

register_initialisation() (plums.model.model.Model method), [1] register_training_end() (plums.model.model.Model method), [1] register_training_start() (plums.model.model.Model method), [1] reset() (plums.plot.engine.color_engine.ByCategoryDescriptor method) (plums.plot.engine.color_engine.ColorEngine method) (plums.plot.engine.Descriptor method) RIGHT (plums.plot.engine.painter.Position attribute) rightmost_coordinate() (plums.plot.engine.painter.Geometry property) rmtree() (in module plums.model.components.utils), [1]

S

save() (plums.dataflow.io.Tile method) (plums.model.model.Model method), [1] scale (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) SchemaComponent (class in plums.model.validation.schema_core) secondary_descriptor (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) SEPARATION_DISTANCE (plums.plot.engine.legend_painter.LegendItemDrawer attribute) shape() (plums.dataflow.io.Tile property) (plums.plot.engine.Color property) size() (plums.commons.data.mask.RasterMask property) (plums.commons.data.tile.TileWrapper property) (plums.dataflow.io.Tile property)

SizedDataset (class in plums.dataflow.dataset) slice() (plums.dataflow.io.ptype method) SlottedDict (class in plums.commons.data.mixin) SlottedDictMeta (class in plums.commons.data.mixin) start() (plums.model.components.components.Training method) start_epoch() (plums.model.components.components.Training property) start_timestamp() (plums.model.components.components.Training property) status() (plums.model.components.components.Training property) (plums.model.components.utils.TrainingStatus property), [1] strict_equals() (plums.model.components.components.Producer method) SUB_ITEM_OFFSET (plums.plot.engine.legend_painter.LegendItemDrawer attribute) SUB_ITEM_SCALE (plums.plot.engine.legend_painter.LegendItemDrawer attribute) SUB_ITEMS_AXIS (plums.plot.engine.legend_painter.LegendItemDrawer attribute) Subset (class in plums.dataflow.dataset)

T

TAG_TEXT_SIZE (plums.plot.engine.painter.Painter attribute) TagPainter (class in plums.plot.engine.painter) taxonomy (plums.commons.data.record.Record attribute) taxonomy() (plums.commons.data.record.RecordCollection property) TaxonomyReader (class in plums.dataflow.dataset.playground) text() (plums.plot.engine.painter.Draw method) TEXT_MARGIN (plums.plot.engine.painter.Painter attribute) TEXT_SIZE (plums.plot.engine.legend_painter.LegendItemDrawer attribute) Tile (class in plums.commons.data.tile) (class in plums.dataflow.io) tile() (plums.commons.data.data.DataPoint property) TileCollection (class in plums.commons.data.tile) TileDriver (class in plums.dataflow.dataset.playground) tiles (plums.commons.data.data.DataPoint attribute) TileWrapper (class in plums.commons.data.tile) title (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) TITLE_BACKGROUND_COLOR (plums.plot.engine.painter.Painter attribute) TITLE_HEIGHT (plums.plot.engine.painter.Painter attribute)

title_size (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute) TITLE_SIZE (plums.plot.engine.painter.Painter attribute) to_geojson() (plums.commons.data.base.GeoInterfaced method) (plums.commons.data.mask.VectorMask method) (plums.commons.data.record.Record method) (plums.commons.data.record.RecordCollection method) top_down() (plums.commons.data.taxonomy.iterator.DefaultTreeIterator method) TopDownDepthWiseTreeIterator (class in plums.commons.data.taxonomy.iterator) TopDownTreeIterator (class in plums.commons.data.taxonomy.iterator) totype() (plums.dataflow.io.Tile method) Training (class in plums.model.components.components) (class in plums.model.validation.metadata), [1] training (plums.model.model.Model attribute), [1] TrainingStatus (class in plums.model.components.utils), [1] TreeAccessorBase (class in plums.commons.data.taxonomy.accessor) TreeComponent (class in plums.model.validation.structure), [1] TreeIteratorBase (class in plums.commons.data.taxonomy.iterator) type() (plums.commons.data.record.Record property) (plums.plot.engine.color_engine.ByCategoryDescriptor property)

U

update() (plums.plot.engine.color_engine.ByCategoryDescriptor method) (plums.plot.engine.color_engine.ColorEngine method) (plums.plot.engine.Descriptor method)

V

validate() (in module plums.model.validation) (plums.model.validation.metadata.Initialisation method), [1] (plums.model.validation.metadata.MetadataComponent method), [1] (plums.model.validation.metadata.Training method), [1] (plums.model.validation.schema_core.Default method) (plums.model.validation.schema_core.Path method) (plums.model.validation.schema_core.SchemaComponent method) (plums.model.validation.structure.Data method), [1] (plums.model.validation.structure.Initialisation method), [1] (plums.model.validation.structure.Metadata method), [1] (plums.model.validation.structure.Model method), [1] (plums.model.validation.structure.TreeComponent method), [1]

values() (plums.model.components.components.CheckpointCollection method) VectorMask (class in plums.commons.data.mask) Version (class in plums.model.components.version), [1] version (plums.model.components.components.Producer attribute) version() (in module plums.model.components.version), [1] (plums.model.components.version.Version property), [1]

W

width() (plums.commons.data.mask.RasterMask property) (plums.commons.data.tile.TileWrapper property) (plums.dataflow.io.Tile property)

Z

zoom (plums.plot.engine.orchestrator.Orchestrator attribute) (plums.plot.engine.orchestrator.OrchestratorBase attribute)