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botorch.optim

.. automodule:: botorch.optim

Optimization

Core

.. automodule:: botorch.optim.core
    :members:

Acquisition Function Optimization

.. automodule:: botorch.optim.optimize
    :members:

Model Fitting Optimization

.. automodule:: botorch.optim.fit
    :members:
    :exclude-members: OptimizationIteration

Initialization Helpers

.. automodule:: botorch.optim.initializers
    :members:

Stopping Criteria

.. automodule:: botorch.optim.stopping
    :members:

Acquisition Function Optimization with Homotopy

.. automodule:: botorch.optim.optimize_homotopy
    :members:

Acquisition Function Optimization with Mixed Integer Variables

.. automodule:: botorch.optim.optimize_mixed
    :members:

Closures

Core

.. automodule:: botorch.optim.closures.core
    :members:

Model Fitting Closures

.. automodule:: botorch.optim.closures.model_closures
    :members:

Utilities

General Optimization Utilities

.. automodule:: botorch.optim.utils.common
    :members:

Acquisition Optimization Utilities

.. automodule:: botorch.optim.utils.acquisition_utils
    :members:

Model Fitting Utilities

.. automodule:: botorch.optim.utils.model_utils
    :members:

Numpy - Torch Conversion Tools

.. automodule:: botorch.optim.utils.numpy_utils
    :members:

Optimization with Timeouts

.. automodule:: botorch.optim.utils.timeout
    :members:

Parameter Constraint Utilities

.. automodule:: botorch.optim.parameter_constraints
    :members:

Homotopy Utilities

.. automodule:: botorch.optim.homotopy
    :members: