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posteriors.rst

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botorch.posteriors

.. automodule:: botorch.posteriors


Posterior APIs

Abstract Posterior API

.. automodule:: botorch.posteriors.posterior
    :members:

Posterior List API

.. automodule:: botorch.posteriors.posterior_list
    :members:


Posteriors

Torch Posterior

.. automodule:: botorch.posteriors.torch
    :members:

GPyTorch Posterior

.. automodule:: botorch.posteriors.gpytorch
    :members:

Determinstic Posterior

.. automodule:: botorch.posteriors.deterministic
    :members:

Ensemble Posterior

.. automodule:: botorch.posteriors.ensemble
    :members:

Higher Order GP Posterior

.. automodule:: botorch.posteriors.higher_order
    :members:

Multitask GP Posterior

.. automodule:: botorch.posteriors.multitask
    :members:

Transformed Posterior

.. automodule:: botorch.posteriors.transformed
    :members:

Fully Bayesian Posterior

.. automodule:: botorch.posteriors.fully_bayesian
    :members:


Utilities

Base Samples

.. automodule:: botorch.posteriors.base_samples
                :members: