sampling.rst

botorch.sampling

.. automodule:: botorch.sampling

Monte-Carlo Sampler API

.. automodule:: botorch.sampling.base
    :members:

Deterministic Sampler

.. automodule:: botorch.sampling.deterministic
    :members:

Get Sampler Helper

.. automodule:: botorch.sampling.get_sampler
    :members:

List Sampler

.. automodule:: botorch.sampling.list_sampler
    :members:

Gaussian Monte-Carlo Samplers

.. automodule:: botorch.sampling.normal
    :members:

Pairwise Monte-Carlo Samplers

.. automodule:: botorch.sampling.pairwise_samplers
    :members:

QMC Base Functionality

.. automodule:: botorch.sampling.qmc
    :members:

Stochastic Samplers

.. automodule:: botorch.sampling.stochastic_samplers
    :members:

Pathwise Sampling

Feature Maps

.. automodule:: botorch.sampling.pathwise.features.maps
    :members:

Feature Map Generators

.. automodule:: botorch.sampling.pathwise.features.generators
    :members:

Sample Paths

.. automodule:: botorch.sampling.pathwise.paths
    :members:

Pathwise Prior Samplers

.. automodule:: botorch.sampling.pathwise.prior_samplers
    :members:

Pathwise Posterior Samplers

.. automodule:: botorch.sampling.pathwise.posterior_samplers
    :members:

Pathwise Update Strategies

.. automodule:: botorch.sampling.pathwise.update_strategies
    :members:

Utilities

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