Utils
neps.optimizers.utils
#
map_real_hyperparameters_from_tabular_ids
#
map_real_hyperparameters_from_tabular_ids(
x: Series, pipeline_space: SearchSpace
) -> Series
Maps the tabular IDs to the actual HPs from the pipeline space.
PARAMETER | DESCRIPTION |
---|---|
x |
A pandas series with the tabular IDs. TODO: Mention expected format of the series.
TYPE:
|
pipeline_space |
The pipeline space.
TYPE:
|
RETURNS | DESCRIPTION |
---|---|
Series
|
pd.Series: A pandas series with the actual HPs. TODO: Mention expected format of the series. |