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Utility for the dataset specification.
A dataset specification defines how to interpret the attributes/features in a dataset.
Classes
class SimpleColumnSpec
: Simplified representation of a column spec.
Functions
categorical_column_dictionary_to_list(...)
: Extracts the dictionary elements of a categorical column.
categorical_value_idx_to_value(...)
: Gets the representation value of a categorical value stored as integer.
column_name_to_column_idx(...)
: Gets a column index from its name.
discretized_numerical_to_numerical(...)
: Converts a discretized numerical value to a matching numerical value.
label_value_idx_to_value(...)
: Gets the representation value of a categorical label value.
make_simple_column_spec(...)
: Creates a SimpleColumnSpec from a (full) DataSpecification.
Other Members | |
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ColumnType |
Instance of google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper
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OUT_OF_DICTIONARY |
'<OOD>'
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