deephyper.skopt.space.transformers.Normalize#

class deephyper.skopt.space.transformers.Normalize(low, high, is_int=False)[source]#

Bases: Transformer

Scales each dimension into the interval [0, 1].

Parameters:

  • low (float) – Lower bound.

  • high (float) – Higher bound.

  • is_int (bool, default=False) – Round and cast the return value of inverse_transform to integer. Set to True when applying this transform to integers.

Methods

fit

inverse_transform

transform