ops.rst

Miscellaneous Ops

The pyro.ops module implements tensor utilities that are mostly independent of the rest of Pyro.

Utilities for HMC

.. automodule:: pyro.ops.dual_averaging
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    :member-order: bysource

.. automodule:: pyro.ops.integrator
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.. automodule:: pyro.ops.welford
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Newton Optimizers

.. automodule:: pyro.ops.newton
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Special Functions

.. automodule:: pyro.ops.special
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Tensor Utilities

.. automodule:: pyro.ops.tensor_utils
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Tensor Indexing

.. automodule:: pyro.ops.indexing
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Tensor Contraction

.. automodule:: pyro.ops.einsum
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.. autofunction:: pyro.ops.contract.einsum

.. autofunction:: pyro.ops.contract.ubersum

Gaussian Contraction

.. automodule:: pyro.ops.gaussian
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    :special-members: __add__,__getitem__

Statistical Utilities

.. automodule:: pyro.ops.stats
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Streaming Statistics

.. automodule:: pyro.ops.streaming
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State Space Model and GP Utilities

.. automodule:: pyro.ops.ssm_gp
    :members:
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    :member-order: bysource