deephyper.skopt.space.space

deephyper.skopt.space.space#

Functions

check_dimension

Turn a provided dimension description into a dimension object.

Classes

CaptureSTD

Capture the stdout and stderr of a block of code.

Categorical

Search space dimension that can take on categorical values.

CategoricalEncoder

OneHotEncoder that can handle categorical variables.

Dimension

Base class for search space dimensions.

Identity

Identity transform.

Integer

Search space dimension that can take on integer values.

LabelEncoder

LabelEncoder that can handle categorical variables.

LogN

Base N logarithm transform.

Normalize

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

Pipeline

A lightweight pipeline to chain transformers.

Real

Search space dimension that can take on any real value.

Space

Initialize a search space from given specifications.

StringEncoder

StringEncoder transform.

ToInteger

Identity transform.

gaussian_kde

Representation of a kernel-density estimate using Gaussian kernels.