gemseo.datasets package

The datasets.

class DatasetClassName(*values)

Bases: StrEnum

The enumeration of Dataset class names.

Dataset = 'Dataset'

IODataset = 'IODataset'

OptimizationDataset = 'OptimizationDataset'

Submodules

• gemseo.datasets.dataset module
  • Dataset
    • Dataset.from_array()
    • Dataset.from_csv()
    • Dataset.from_dataframe()
    • Dataset.from_txt()
    • Dataset.add_group()
    • Dataset.add_variable()
    • Dataset.get_columns()
    • Dataset.get_group_names()
    • Dataset.get_normalized()
    • Dataset.get_variable_components()
    • Dataset.get_variable_names()
    • Dataset.get_view()
    • Dataset.rename_group()
    • Dataset.rename_variable()
    • Dataset.to_dict_of_arrays()
    • Dataset.transform_data()
    • Dataset.update_data()
    • Dataset.COLUMN_LEVEL_NAMES
    • Dataset.DEFAULT_GROUP
    • Dataset.DEFAULT_VARIABLE_NAME
    • Dataset.GRADIENT_GROUP
    • Dataset.PARAMETER_GROUP
    • Dataset.group_names
    • Dataset.group_names_to_n_components
    • Dataset.misc
    • Dataset.name
    • Dataset.summary
    • Dataset.variable_identifiers
    • Dataset.variable_names
    • Dataset.variable_names_to_n_components
• gemseo.datasets.factory module
  • DatasetFactory
• gemseo.datasets.io_dataset module
  • IODataset
    • IODataset.add_input_group()
    • IODataset.add_input_variable()
    • IODataset.add_output_group()
    • IODataset.add_output_variable()
    • IODataset.INPUT_GROUP
    • IODataset.OUTPUT_GROUP
    • IODataset.input_dataset
    • IODataset.input_names
    • IODataset.n_samples
    • IODataset.output_dataset
    • IODataset.output_names
    • IODataset.samples
• gemseo.datasets.optimization_dataset module
  • OptimizationDataset
    • OptimizationDataset.add_constraint_group()
    • OptimizationDataset.add_constraint_variable()
    • OptimizationDataset.add_design_group()
    • OptimizationDataset.add_design_variable()
    • OptimizationDataset.add_equality_constraint_group()
    • OptimizationDataset.add_equality_constraint_variable()
    • OptimizationDataset.add_inequality_constraint_group()
    • OptimizationDataset.add_inequality_constraint_variable()
    • OptimizationDataset.add_objective_group()
    • OptimizationDataset.add_objective_variable()
    • OptimizationDataset.add_observable_group()
    • OptimizationDataset.add_observable_variable()
    • OptimizationDataset.CONSTRAINT_GROUP
    • OptimizationDataset.DESIGN_GROUP
    • OptimizationDataset.EQUALITY_CONSTRAINT_GROUP
    • OptimizationDataset.FUNCTION_GROUP
    • OptimizationDataset.INEQUALITY_CONSTRAINT_GROUP
    • OptimizationDataset.OBJECTIVE_GROUP
    • OptimizationDataset.OBSERVABLE_GROUP
    • OptimizationDataset.constraint_dataset
    • OptimizationDataset.constraint_names
    • OptimizationDataset.design_dataset
    • OptimizationDataset.design_variable_names
    • OptimizationDataset.equality_constraint_dataset
    • OptimizationDataset.equality_constraint_names
    • OptimizationDataset.inequality_constraint_dataset
    • OptimizationDataset.inequality_constraint_names
    • OptimizationDataset.iterations
    • OptimizationDataset.n_iterations
    • OptimizationDataset.objective_dataset
    • OptimizationDataset.objective_names
    • OptimizationDataset.observable_dataset
    • OptimizationDataset.observable_names
• gemseo.datasets.optimization_metadata module
  • OptimizationMetadata
    • OptimizationMetadata.feasible_iterations
    • OptimizationMetadata.minimize_objective
    • OptimizationMetadata.objective_name
    • OptimizationMetadata.optimum_iteration
    • OptimizationMetadata.output_names_to_constraint_names
    • OptimizationMetadata.standardized_objective_name
    • OptimizationMetadata.tolerances
    • OptimizationMetadata.use_standardized_objective