deephyper.skopt.space.Normalize#

class deephyper.skopt.space.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) – Round and cast the return value of inverse_transform to integer. Set to True when applying this transform to integers. Defaults to False.

Methods

fit

Initialize the transformer with current X.

inverse_transform

Reverse the normalization.

transform

Apply the normalization.

fit(X)#

Initialize the transformer with current X.

inverse_transform(X)[source]#

Reverse the normalization.

transform(X)[source]#

Apply the normalization.