dataeval.utils.metadata

Metadata related utility functions that help organize raw metadata into Metadata objects for use within DataEval.

Classes

Metadata

Dataclass containing binned metadata from the preprocess() function.

Functions

flatten(…)

Flattens a dictionary and converts values to numeric values when possible.

merge(…)

Merges a collection of metadata dictionaries into a single flattened

preprocess(metadata, class_labels[, ...])

Restructures the metadata to be in the correct format for the bias functions.