utils.rst

botorch.utils

.. automodule:: botorch.utils

Constraints

.. automodule:: botorch.utils.constraints
                :members:

Containers

.. automodule:: botorch.utils.containers
                :members:

Context Managers

.. automodule:: botorch.utils.context_managers
                :members:

Datasets

.. automodule:: botorch.utils.datasets
                :members:

Dispatcher

.. automodule:: botorch.utils.dispatcher
                :members:

Low-Rank Cholesky Update Utils

.. automodule:: botorch.utils.low_rank
                :members:

Objective

.. automodule:: botorch.utils.objective
                :members:

Rounding

.. automodule:: botorch.utils.rounding
                :members:

Sampling

.. automodule:: botorch.utils.sampling
                :members:

Sampling from GP priors

.. automodule:: botorch.utils.gp_sampling
                :members:

Testing

.. automodule:: botorch.utils.testing
                :members:

Test Helpers

.. automodule:: botorch.utils.test_helpers
                :members:

Torch

.. automodule:: botorch.utils.torch
                :members:

Transformations

.. automodule:: botorch.utils.transforms
                :members:

Feasible Volume

.. automodule:: botorch.utils.feasible_volume
                :members:

Types and Type Hints

.. automodule:: botorch.utils.types
                :members:

Constants

.. automodule:: botorch.utils.constants
                :members:

Safe Math

.. automodule:: botorch.utils.safe_math
                :members:

Multi-Objective Utilities

Abstract Box Decompositions

.. automodule:: botorch.utils.multi_objective.box_decompositions.box_decomposition
        :members:

Box Decomposition List

.. automodule:: botorch.utils.multi_objective.box_decompositions.box_decomposition_list
        :members:

Box Decomposition Utilities

.. automodule:: botorch.utils.multi_objective.box_decompositions.utils
        :members:

Dominated Partitionings

.. automodule:: botorch.utils.multi_objective.box_decompositions.dominated
                :members:

Hypervolume

.. automodule:: botorch.utils.multi_objective.hypervolume
                :members:

Non-dominated Partitionings

.. automodule:: botorch.utils.multi_objective.box_decompositions.non_dominated
                :members:

Pareto

.. automodule:: botorch.utils.multi_objective.pareto
                :members:

Scalarization

.. automodule:: botorch.utils.multi_objective.scalarization
                :members:

Probability Utilities

Multivariate Gaussian Probabilities via Bivariate Conditioning

.. automodule:: botorch.utils.probability.mvnxpb
        :members:

Truncated Multivariate Normal Distribution

.. automodule:: botorch.utils.probability.truncated_multivariate_normal
        :members:

Unified Skew Normal Distribution

.. automodule:: botorch.utils.probability.unified_skew_normal
        :members:

Bivariate Normal Probabilities and Statistics

.. automodule:: botorch.utils.probability.bvn
        :members:

Elliptic Slice Sampler with Linear Constraints

.. automodule:: botorch.utils.probability.lin_ess
        :members:

Linear Algebra Helpers

.. automodule:: botorch.utils.probability.linalg
        :members:

Probability Helpers

.. automodule:: botorch.utils.probability.utils
        :members: