so-magic
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Introduction
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Installation
Quickstart
so_magic
so-magic
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
A
AbstractAlgorithm (class in so_magic.data.discretization)
AbstractDiscretizer (class in so_magic.data.discretization)
AbstractTabularData (class in so_magic.data.datapoints.datapoints)
accumulator (so_magic.data.commands_manager.CommandGetter property)
add() (so_magic.data.backend.panda_handling.df_backend.EngineBackends method)
(so_magic.utils.notification.Subject method)
(so_magic.utils.registry.ObjectRegistry method)
add_column() (so_magic.data.datapoints.datapoints.TabularData method)
(so_magic.data.interfaces.TabularMutator method)
algorithm (so_magic.data.discretization.Discretizer property)
AlgorithmArguments (class in so_magic.data.discretization)
AlgorithmArgumentsError
AlgorithmInterface (class in so_magic.data.discretization)
arguments (so_magic.data.discretization.AbstractAlgorithm attribute)
(so_magic.data.discretization.MagicAlgorithm attribute)
(so_magic.data.discretization.PDCutBinningAlgorithm attribute)
attach() (so_magic.utils.notification.Subject method)
attribute (so_magic.data.features.phis.ListOfCategoricalPhi property)
AttributeReporter (class in so_magic.data.features.features)
AttributeReporterInterface (class in so_magic.data.features.features)
attributes (so_magic.data.datapoints.datapoints.StructuredData property)
(so_magic.data.datapoints.datapoints.StructuredDataInterface property)
(so_magic.data.datapoints.datapoints.TabularData property)
B
backend (so_magic.data.backend.engine.Engine property)
BackendSpecifications (class in so_magic.data.backend.backend_specs)
BackendType (class in so_magic.data.backend.backend)
BaseAttributeReporter (class in so_magic.data.features.features)
BaseBinner (class in so_magic.data.discretization)
BaseCommandFactory (class in so_magic.data.backend.engine_command_factory)
BaseComponent (class in so_magic.utils.mediator)
BaseDiscretizer (class in so_magic.data.discretization)
BaseFeatureSet (class in so_magic.data.features.features_set)
bin() (so_magic.data.discretization.BaseBinner method)
(so_magic.data.discretization.BinnerInterface method)
binnable (so_magic.data.features.features_set.FeatureSet property)
BinnerClass (class in so_magic.data.discretization)
BinnerFactory (class in so_magic.data.discretization)
BinnerInterface (class in so_magic.data.discretization)
BinningAlgorithm (class in so_magic.data.discretization)
BroadcastingDatapointsFactory (class in so_magic.data.magic_datapoints_factory)
build_command_prototype() (so_magic.data.command_factories.DataManagerCommandFactory method)
C
call_method() (in module so_magic.data.discretization)
callback (so_magic.data.discretization.AbstractAlgorithm attribute)
(so_magic.data.discretization.MagicAlgorithm attribute)
(so_magic.data.discretization.PDCutBinningAlgorithm attribute)
categorical() (so_magic.data.discretization.FeatureDiscretizerFactory method)
cluster() (so_magic.som.self_organising_map.SelfOrganizingMap method)
column() (so_magic.data.datapoints.datapoints.TabularData method)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface method)
(so_magic.data.interfaces.TabularRetriever method)
columnnames() (so_magic.data.interfaces.TabularIterator method)
columns (so_magic.data.datapoints.datapoints.TabularData property)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface property)
(so_magic.data.encoding.NominalAttributeEncoder attribute)
Command (class in so_magic.utils.commands)
command (so_magic.data.commands_manager.CommandsManager property)
(so_magic.data.data_manager.DataManager property)
(so_magic.so_master.SoMaster property)
command_factory (so_magic.data.backend.backend.EngineBackend attribute)
CommandFactory (class in so_magic.data.backend.engine_command_factory)
CommandGetter (class in so_magic.data.commands_manager)
CommandHistory (class in so_magic.utils.commands)
CommandInterface (class in so_magic.utils.commands)
CommandRegistrator (class in so_magic.data.backend.backend)
commands (so_magic.data.data_manager.DataManager property)
commands_decorators (so_magic.so_master.SoMaster property)
commands_dict (so_magic.data.commands_manager.CommandsManager property)
CommandsAccumulator (class in so_magic.data.commands_manager)
CommandsManager (class in so_magic.data.commands_manager)
construct() (so_magic.data.backend.engine_command_factory.FunctionCommandFactory method)
(so_magic.data.backend.engine_command_factory.GenericCommandFactory method)
constructors (so_magic.data.backend.engine_command_factory.CommandFactory attribute)
(so_magic.data.datapoints.datapoints.DatapointsFactory attribute)
(so_magic.data.datapoints.DatapointsFactory attribute)
create() (so_magic.data.backend.engine_command_factory.CommandFactory class method)
(so_magic.data.datapoints.datapoints.DatapointsFactory class method)
(so_magic.data.datapoints.DatapointsFactory class method)
(so_magic.data.magic_datapoints_factory.BroadcastingDatapointsFactory method)
(so_magic.data.variables.types.VariableTypeFactory static method)
(so_magic.som.factory.SelfOrganizingMapFactory method)
(so_magic.utils.linear_mapping.LinearScale class method)
create_binner() (so_magic.data.discretization.BinnerFactory method)
create_factory() (so_magic.data.command_factories.DataManagerCommandFactoryBuilder class method)
current (so_magic.data.features.features.StateMachine property)
D
DataManager (class in so_magic.data.data_manager)
DataManagerCommandFactory (class in so_magic.data.command_factories)
DataManagerCommandFactoryBuilder (class in so_magic.data.command_factories)
datapoint_coordinates() (so_magic.som.self_organising_map.SelfOrganizingMap method)
datapoints (so_magic.data.data_manager.DataManager property)
(so_magic.data.datapoints_manager.DatapointsManager property)
(so_magic.so_master.SoMaster property)
datapoints_factory (so_magic.data.backend.backend.EngineBackend attribute)
DatapointsAttributePhi (class in so_magic.data.features.phis)
DatapointsCreationError
DatapointsFactory (class in so_magic.data.datapoints)
(class in so_magic.data.datapoints.datapoints)
DatapointsInterface (class in so_magic.data.datapoints.datapoints)
DatapointsManager (class in so_magic.data.datapoints_manager)
Dataset (class in so_magic.data.dataset)
dataset (so_magic.so_master.SoMaster property)
dec() (so_magic.data.backend.backend.BackendType method)
define_operator() (so_magic.data.backend.panda_handling.df_backend.EngineBackends method)
defined_backend_names (so_magic.data.backend.panda_handling.df_backend.EngineBackends property)
defined_interfaces (so_magic.data.backend.panda_handling.df_backend.EngineBackends property)
Delegate (class in so_magic.data.backend.panda_handling.df_backend)
detach() (so_magic.utils.notification.Subject method)
discretize() (so_magic.data.discretization.AbstractDiscretizer method)
(so_magic.data.discretization.BaseDiscretizer method)
(so_magic.data.discretization.DiscretizerInterface method)
(so_magic.data.discretization.FeatureDiscretizer method)
Discretizer (class in so_magic.data.discretization)
DiscretizerInterface (class in so_magic.data.discretization)
E
encode() (so_magic.data.encoding.EncoderInterface method)
encoded (so_magic.data.features.features_set.FeatureSet property)
EncoderInterface (class in so_magic.data.encoding)
Engine (class in so_magic.data.backend.engine)
EngineBackend (class in so_magic.data.backend.backend)
EngineBackends (class in so_magic.data.backend.panda_handling.df_backend)
EngineTabularIterator (class in so_magic.data.backend.backend_specs)
EngineTabularMutator (class in so_magic.data.backend.backend_specs)
EngineTabularRetriever (class in so_magic.data.backend.backend_specs)
equal_length_binner() (so_magic.data.discretization.BinnerFactory method)
execute() (so_magic.utils.commands.CommandInterface method)
execute_command() (so_magic.utils.commands.Invoker method)
F
feature_configuration (so_magic.data.features.FeatureManager property)
(so_magic.data.features.features_set.FeatureManager property)
FeatureConfiguration (class in so_magic.data.features.features_set)
FeatureDiscretizer (class in so_magic.data.discretization)
FeatureDiscretizerFactory (class in so_magic.data.discretization)
FeatureFunction (class in so_magic.data.features.features)
FeatureIndex (class in so_magic.data.features.features)
FeatureManager (class in so_magic.data.features)
(class in so_magic.data.features.features_set)
features (so_magic.data.dataset.Dataset property)
FeatureSet (class in so_magic.data.features.features_set)
FeatureState (class in so_magic.data.features.features)
from_algorithm() (so_magic.data.discretization.Discretizer class method)
from_backend() (so_magic.data.backend.engine.Engine static method)
from_built_in() (so_magic.data.discretization.BinningAlgorithm class method)
from_callable() (so_magic.data.features.features.TrackingFeature class method)
(so_magic.som.self_organising_map.SomTrainer static method)
from_dict() (so_magic.data.backend.backend_specs.BackendSpecifications class method)
from_initial_available() (so_magic.data.backend.panda_handling.df_backend.EngineBackends static method)
from_raw_extractors() (so_magic.data.features.features_set.BaseFeatureSet class method)
from_scale (so_magic.utils.linear_mapping.MapOnLinearSpace property)
from_self_organizing_map() (so_magic.som.manager.MapId static method)
func_decorator() (so_magic.data.backend.backend.CommandRegistrator method)
FunctionCommandFactory (class in so_magic.data.backend.engine_command_factory)
G
GenericCommandFactory (class in so_magic.data.backend.engine_command_factory)
GenericMediator (class in so_magic.utils.mediator)
get() (so_magic.utils.registry.ObjectRegistry method)
get_categorical_attributes() (so_magic.data.datapoints.datapoints.TabularData method)
get_map() (so_magic.som.manager.MapManager method)
get_map_id() (so_magic.som.self_organising_map.SelfOrganizingMap method)
get_name() (so_magic.data.features.phi.PhiFunctionRegistrator static method)
get_numerical_attributes() (so_magic.data.datapoints.datapoints.TabularData method)
(so_magic.data.interfaces.TabularRetriever method)
get_object() (so_magic.utils.memoize.ObjectsPool method)
grid_type (so_magic.som.self_organising_map.SelfOrganizingMap property)
H
height (so_magic.som.self_organising_map.SelfOrganizingMap property)
I
infer() (so_magic.data.variables.types.VariableTypeFactory static method)
infer_map (so_magic.som.self_organising_map.SomTrainer attribute)
infer_map() (in module so_magic.som.self_organising_map)
init_data_manager() (in module so_magic.data)
init_engine() (in module so_magic.data.backend)
init_so_magic() (in module so_magic)
IntervalVariableType (class in so_magic.data.variables.types)
Invoker (class in so_magic.utils.commands)
is_callable() (in module so_magic.data.features.features)
is_label() (so_magic.data.features.features.FeatureFunction method)
iterator (so_magic.data.backend.backend.EngineBackend attribute)
itercolumns() (so_magic.data.datapoints.datapoints.TabularData method)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface method)
(so_magic.data.interfaces.TabularIterator method)
iterrows() (so_magic.data.datapoints.datapoints.TabularData method)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface method)
(so_magic.data.interfaces.TabularIterator method)
L
label() (so_magic.data.features.features.TrackingFeature method)
LinearScale (class in so_magic.utils.linear_mapping)
ListOfCategoricalPhi (class in so_magic.data.features.phis)
load_data() (so_magic.so_master.SoMaster method)
M
magic_backends() (in module so_magic.data.backend.panda_handling.df_backend)
magic_decorator() (so_magic.data.backend.backend.MyDecorator class method)
MagicAlgorithm (class in so_magic.data.discretization)
MagicAlgorithmError
MagicAlgorithmParametersError
MagicCommandFactory (class in so_magic.data.backend.engine_command_factory)
MagicMapManager (class in so_magic.som)
(class in so_magic.som.manager)
map (so_magic.so_master.SoMaster property)
MapId (class in so_magic.som.manager)
MapManager (class in so_magic.som.manager)
MapOnLinearSpace (class in so_magic.utils.linear_mapping)
mediator (so_magic.utils.mediator.BaseComponent property)
module
so_magic
so_magic.data
so_magic.data.backend
so_magic.data.backend.backend
so_magic.data.backend.backend_specs
so_magic.data.backend.engine
so_magic.data.backend.engine_command_factory
so_magic.data.backend.panda_handling
so_magic.data.backend.panda_handling.df_backend
so_magic.data.command_factories
so_magic.data.commands_manager
so_magic.data.data_manager
so_magic.data.datapoints
so_magic.data.datapoints.datapoints
so_magic.data.datapoints.tabular_data_interface
so_magic.data.datapoints_manager
so_magic.data.dataset
so_magic.data.discretization
so_magic.data.encoding
so_magic.data.features
so_magic.data.features.features
so_magic.data.features.features_set
so_magic.data.features.phi
so_magic.data.features.phis
so_magic.data.interfaces
so_magic.data.magic_datapoints_factory
so_magic.data.variables
so_magic.data.variables.types
so_magic.so_master
so_magic.som
so_magic.som.factory
so_magic.som.manager
so_magic.som.self_organising_map
so_magic.utils.command_factory_interface
so_magic.utils.command_interface
so_magic.utils.commands
so_magic.utils.linear_mapping
so_magic.utils.mediator
so_magic.utils.memoize
so_magic.utils.notification
so_magic.utils.registry
so_magic.utils.singleton
so_magic.utils.transformations
mutator (so_magic.data.backend.backend.EngineBackend attribute)
MyDecorator (class in so_magic.data.backend.backend)
N
name (so_magic.data.command_factories.DataManagerCommandFactory attribute)
(so_magic.data.magic_datapoints_factory.BroadcastingDatapointsFactory attribute)
name() (so_magic.data.backend.panda_handling.df_backend.EngineBackends method)
nb_clusters (so_magic.som.self_organising_map.SelfOrganizingMap property)
nb_columns (so_magic.data.datapoints.datapoints.TabularData property)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface property)
nb_columns() (so_magic.data.interfaces.TabularRetriever method)
nb_rows (so_magic.data.datapoints.datapoints.TabularData property)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface property)
nb_rows() (so_magic.data.interfaces.TabularRetriever method)
neurons_coordinates() (so_magic.som.self_organising_map.SelfOrganizingMap method)
new() (so_magic.data.backend.backend.EngineBackend class method)
new_empty() (so_magic.utils.memoize.ObjectsPool class method)
NoFeatureVectorsError
NominalAttributeEncoder (class in so_magic.data.encoding)
NominalVariableType (class in so_magic.data.variables.types)
not_encoded (so_magic.data.features.features_set.FeatureSet property)
notify() (so_magic.utils.notification.Subject method)
numerical() (so_magic.data.discretization.FeatureDiscretizerFactory method)
O
ObjectRegistry (class in so_magic.utils.registry)
ObjectRegistryError
ObjectsPool (class in so_magic.utils.memoize)
observations (so_magic.data.datapoints.datapoints.DatapointsInterface property)
(so_magic.data.datapoints.datapoints.StructuredData property)
Observer (class in so_magic.utils.notification)
OrdinalVariableType (class in so_magic.data.variables.types)
output (so_magic.data.discretization.MagicAlgorithm property)
P
parameters (so_magic.data.discretization.AbstractAlgorithm attribute)
(so_magic.data.discretization.MagicAlgorithm attribute)
(so_magic.data.discretization.PDCutBinningAlgorithm attribute)
parent_class (so_magic.data.discretization.BinnerFactory attribute)
PDCutBinningAlgorithm (class in so_magic.data.discretization)
phi_class (so_magic.data.data_manager.DataManager property)
PhiFeatureFunction (class in so_magic.data.features.features)
PhiFunctionMetaclass (class in so_magic.data.features.phi)
PhiFunctionNameDeterminationError
PhiFunctionRegistrator (class in so_magic.data.features.phi)
Phis (class in so_magic.data.data_manager)
phis (so_magic.data.data_manager.DataManager property)
pick() (so_magic.data.backend.engine_command_factory.CommandFactory class method)
pop() (so_magic.utils.commands.CommandHistory method)
(so_magic.utils.registry.ObjectRegistry method)
project() (so_magic.som.self_organising_map.SelfOrganizingMap method)
push() (so_magic.utils.commands.CommandHistory method)
Q
quantisized_binner() (so_magic.data.discretization.BinnerFactory method)
R
RatioVariableType (class in so_magic.data.variables.types)
register() (so_magic.data.backend.panda_handling.df_backend.EngineBackends method)
(so_magic.data.features.phi.PhiFunctionRegistrator class method)
register_as_subclass() (so_magic.data.backend.backend.EngineBackend class method)
register_constructor() (so_magic.data.datapoints.datapoints.DatapointsFactory class method)
(so_magic.data.datapoints.DatapointsFactory class method)
registry (so_magic.data.backend.backend.EngineBackend attribute)
(so_magic.data.data_manager.Phis attribute)
remove() (so_magic.utils.registry.ObjectRegistry method)
retriever (so_magic.data.backend.backend.EngineBackend attribute)
reverse (so_magic.utils.linear_mapping.MapOnLinearSpace property)
row() (so_magic.data.datapoints.datapoints.TabularData method)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface method)
(so_magic.data.interfaces.TabularRetriever method)
rows (so_magic.data.datapoints.datapoints.TabularData property)
(so_magic.data.datapoints.tabular_data_interface.TabularDataInterface property)
run() (so_magic.data.discretization.AlgorithmInterface method)
(so_magic.data.discretization.MagicAlgorithm method)
S
SelfOrganizingMap (class in so_magic.som.self_organising_map)
SelfOrganizingMapFactory (class in so_magic.som.factory)
set_default_parameters() (so_magic.data.discretization.MagicAlgorithm method)
Singleton (class in so_magic.utils.singleton)
so_magic
module
so_magic.data
module
so_magic.data.backend
module
so_magic.data.backend.backend
module
so_magic.data.backend.backend_specs
module
so_magic.data.backend.engine
module
so_magic.data.backend.engine_command_factory
module
so_magic.data.backend.panda_handling
module
so_magic.data.backend.panda_handling.df_backend
module
so_magic.data.command_factories
module
so_magic.data.commands_manager
module
so_magic.data.data_manager
module
so_magic.data.datapoints
module
so_magic.data.datapoints.datapoints
module
so_magic.data.datapoints.tabular_data_interface
module
so_magic.data.datapoints_manager
module
so_magic.data.dataset
module
so_magic.data.discretization
module
so_magic.data.encoding
module
so_magic.data.features
module
so_magic.data.features.features
module
so_magic.data.features.features_set
module
so_magic.data.features.phi
module
so_magic.data.features.phis
module
so_magic.data.interfaces
module
so_magic.data.magic_datapoints_factory
module
so_magic.data.variables
module
so_magic.data.variables.types
module
so_magic.so_master
module
so_magic.som
module
so_magic.som.factory
module
so_magic.som.manager
module
so_magic.som.self_organising_map
module
so_magic.utils.command_factory_interface
module
so_magic.utils.command_interface
module
so_magic.utils.commands
module
so_magic.utils.linear_mapping
module
so_magic.utils.mediator
module
so_magic.utils.memoize
module
so_magic.utils.notification
module
so_magic.utils.registry
module
so_magic.utils.singleton
module
so_magic.utils.transformations
module
SoMaster (class in so_magic.so_master)
SomTrainer (class in so_magic.som.self_organising_map)
stack (so_magic.utils.commands.CommandHistory property)
state (so_magic.data.backend.backend.EngineBackend attribute)
(so_magic.data.datapoints_manager.DatapointsManager property)
(so_magic.data.features.features.FeatureFunction property)
(so_magic.data.features.features.StateMachine property)
(so_magic.data.features.features.TrackingFeature property)
(so_magic.utils.notification.Subject property)
StateMachine (class in so_magic.data.features.features)
StructuredData (class in so_magic.data.datapoints.datapoints)
StructuredDataInterface (class in so_magic.data.datapoints.datapoints)
subclasses (so_magic.data.backend.backend.EngineBackend attribute)
(so_magic.data.backend.backend_specs.EngineTabularIterator attribute)
(so_magic.data.backend.backend_specs.EngineTabularMutator attribute)
(so_magic.data.backend.backend_specs.EngineTabularRetriever attribute)
(so_magic.data.backend.engine_command_factory.BaseCommandFactory attribute)
(so_magic.data.command_factories.DataManagerCommandFactoryBuilder attribute)
(so_magic.data.discretization.BinnerClass attribute)
(so_magic.data.discretization.BinningAlgorithm attribute)
Subject (class in so_magic.utils.notification)
subject (so_magic.data.backend.engine_command_factory.MagicCommandFactory attribute)
(so_magic.data.command_factories.DataManagerCommandFactory attribute)
(so_magic.data.features.phi.PhiFunctionRegistrator attribute)
(so_magic.data.magic_datapoints_factory.BroadcastingDatapointsFactory attribute)
T
TabularData (class in so_magic.data.datapoints.datapoints)
TabularDataInterface (class in so_magic.data.datapoints.tabular_data_interface)
TabularIterator (class in so_magic.data.interfaces)
TabularMutator (class in so_magic.data.interfaces)
TabularRetriever (class in so_magic.data.interfaces)
target_scale (so_magic.utils.linear_mapping.MapOnLinearSpace property)
TrackingFeature (class in so_magic.data.features.features)
train() (so_magic.som.MagicMapManager method)
(so_magic.som.manager.MagicMapManager method)
(so_magic.som.manager.MapManager method)
transform() (so_magic.utils.linear_mapping.MapOnLinearSpace method)
Transformer (class in so_magic.utils.transformations)
type (so_magic.som.self_organising_map.SelfOrganizingMap property)
U
universal_constructor() (so_magic.utils.linear_mapping.MapOnLinearSpace class method)
update() (so_magic.data.commands_manager.CommandsAccumulator method)
(so_magic.data.data_manager.Phis method)
(so_magic.data.datapoints_manager.DatapointsManager method)
(so_magic.data.features.features.StateMachine method)
(so_magic.data.features.features.TrackingFeature method)
(so_magic.data.features.features_set.FeatureConfiguration method)
(so_magic.utils.notification.Observer method)
update_parameters() (so_magic.data.discretization.MagicAlgorithm method)
V
valid_encoding() (so_magic.data.features.features_set.FeatureConfiguration method)
valid_variables (so_magic.data.features.features_set.FeatureConfiguration property)
value_set() (so_magic.data.features.features.AttributeReporter method)
(so_magic.data.features.features.AttributeReporterInterface method)
(so_magic.data.features.features.BaseAttributeReporter method)
values() (so_magic.data.discretization.AlgorithmArguments method)
(so_magic.data.features.features.AttributeReporter method)
(so_magic.data.features.features.AttributeReporterInterface method)
(so_magic.data.features.features.BaseAttributeReporter method)
(so_magic.data.features.features.FeatureFunction method)
(so_magic.data.features.features.TrackingFeature method)
values_set (so_magic.data.encoding.NominalAttributeEncoder attribute)
variable_type() (so_magic.data.features.features.AttributeReporter method)
(so_magic.data.features.features.AttributeReporterInterface method)
(so_magic.data.features.features.BaseAttributeReporter method)
VariableTypeFactory (class in so_magic.data.variables.types)
visual_umatrix (so_magic.som.self_organising_map.SelfOrganizingMap property)
W
width (so_magic.som.self_organising_map.SelfOrganizingMap property)
with_self() (in module so_magic.data.backend.panda_handling.df_backend)
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