bayex.domain.Real

bayex.domain.Real#

class bayex.domain.Real(lower, upper)#

Continuous real-valued domain with clipping.

Represents a parameter that can take real values within [lower, upper].

__init__(lower, upper)#

Initializes a real domain with bounds.

Parameters:

  • lower – Lower bound (inclusive).

  • upper – Upper bound (inclusive).

Methods

__init__(lower, upper)

Initializes a real domain with bounds.

sample(key, shape)

Samples uniformly from the domain.

transform(x)

Clips values to the domain range [lower, upper].
sample(key, shape)#

Samples uniformly from the domain.

Parameters:

  • key (Array) – JAX PRNGKey.

  • shape (Tuple) – Desired output shape.

Returns:

Sampled values clipped to the domain.

transform(x)#

Clips values to the domain range [lower, upper].

Parameters:

x (Array) – Input values.

Returns:

Clipped values within bounds.

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