cerebral.features.merge_duplicate_compositions(data: DataFrame, targets: list, target_names: list) → DataFrame[source]

Merge duplicate composition entries by either dropping exact copies, or averaging the data of compositions with multiple experimental values.

Parameters:
data: DataFrame

Dataset of alloy compositions and properties.

targets: list

List of prediction targets.

target_names: list

List of prediction target names.

Last update: Feb 09, 2023