deephyper.nas.preprocessing

deephyper.nas.preprocessing.minmaxstdscaler()sklearn.pipeline.Pipeline[source]

MinMax preprocesssing followed by Standard normalization.

Returns

a pipeline with two steps [MinMaxScaler, StandardScaler].

Return type

Pipeline

deephyper.nas.preprocessing.stdscaler()sklearn.pipeline.Pipeline[source]

Standard normalization where the mean is of each row is set to zero and the standard deviation is set to one.

Returns

a pipeline with one step StandardScaler.

Return type

Pipeline