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junpenglao committed May 25, 2024
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: b6dca085176953f0485f15a9264eeb81
config: ccdeaad7804c3056e1cb695fc7832455
tags: 645f666f9bcd5a90fca523b33c5a78b7
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33 changes: 11 additions & 22 deletions _sources/autoapi/blackjax/adaptation/base/index.rst
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:py:mod:`blackjax.adaptation.base`
==================================
blackjax.adaptation.base
========================

.. py:module:: blackjax.adaptation.base
Module Contents
---------------

Classes
~~~~~~~
-------

.. autoapisummary::

blackjax.adaptation.base.AdaptationResults
blackjax.adaptation.base.AdaptationInfo



Functions
~~~~~~~~~
---------

.. autoapisummary::

blackjax.adaptation.base.return_all_adapt_info
blackjax.adaptation.base.get_filter_adapt_info_fn


Module Contents
---------------

.. py:class:: AdaptationResults
.. py:attribute:: state
:type: blackjax.types.ArrayTree
:type: blackjax.types.ArrayTree



.. py:attribute:: parameters
:type: dict


:type: dict


.. py:class:: AdaptationInfo
.. py:attribute:: state
:type: NamedTuple
:type: NamedTuple



.. py:attribute:: info
:type: NamedTuple
:type: NamedTuple



.. py:attribute:: adaptation_state
:type: NamedTuple


:type: NamedTuple


.. py:function:: return_all_adapt_info(state, info, adaptation_state)
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:py:mod:`blackjax.adaptation.chees_adaptation`
==============================================
blackjax.adaptation.chees_adaptation
====================================

.. py:module:: blackjax.adaptation.chees_adaptation
Expand All @@ -9,46 +9,42 @@



Module Contents
---------------
Attributes
----------

.. autoapisummary::

blackjax.adaptation.chees_adaptation.OPTIMAL_TARGET_ACCEPTANCE_RATE


Classes
~~~~~~~
-------

.. autoapisummary::

blackjax.adaptation.chees_adaptation.ChEESAdaptationState



Functions
~~~~~~~~~
---------

.. autoapisummary::

blackjax.adaptation.chees_adaptation.base
blackjax.adaptation.chees_adaptation.chees_adaptation



Attributes
~~~~~~~~~~

.. autoapisummary::

blackjax.adaptation.chees_adaptation.OPTIMAL_TARGET_ACCEPTANCE_RATE

Module Contents
---------------

.. py:data:: OPTIMAL_TARGET_ACCEPTANCE_RATE
:value: 0.651



.. py:class:: ChEESAdaptationState
State of the ChEES-HMC adaptation scheme.

step_size
Expand All @@ -70,45 +66,37 @@ Attributes
Current iteration number.



.. py:attribute:: step_size
:type: float
:type: float



.. py:attribute:: log_step_size_moving_average
:type: float
:type: float



.. py:attribute:: trajectory_length
:type: float
:type: float



.. py:attribute:: log_trajectory_length_moving_average
:type: float
:type: float



.. py:attribute:: da_state
:type: blackjax.optimizers.dual_averaging.DualAveragingState
:type: blackjax.optimizers.dual_averaging.DualAveragingState



.. py:attribute:: optim_state
:type: optax.OptState
:type: optax.OptState



.. py:attribute:: random_generator_arg
:type: blackjax.types.Array
:type: blackjax.types.Array



.. py:attribute:: step
:type: int


:type: int


.. py:function:: base(jitter_generator: Callable, next_random_arg_fn: Callable, optim: optax.GradientTransformation, target_acceptance_rate: float, decay_rate: float) -> Tuple[Callable, Callable]
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22 changes: 11 additions & 11 deletions _sources/autoapi/blackjax/adaptation/index.rst
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:py:mod:`blackjax.adaptation`
=============================
blackjax.adaptation
===================

.. py:module:: blackjax.adaptation
Submodules
----------

.. toctree::
:titlesonly:
:maxdepth: 1

base/index.rst
chees_adaptation/index.rst
mass_matrix/index.rst
mclmc_adaptation/index.rst
meads_adaptation/index.rst
pathfinder_adaptation/index.rst
step_size/index.rst
window_adaptation/index.rst
/autoapi/blackjax/adaptation/base/index
/autoapi/blackjax/adaptation/chees_adaptation/index
/autoapi/blackjax/adaptation/mass_matrix/index
/autoapi/blackjax/adaptation/mclmc_adaptation/index
/autoapi/blackjax/adaptation/meads_adaptation/index
/autoapi/blackjax/adaptation/pathfinder_adaptation/index
/autoapi/blackjax/adaptation/step_size/index
/autoapi/blackjax/adaptation/window_adaptation/index


35 changes: 13 additions & 22 deletions _sources/autoapi/blackjax/adaptation/mass_matrix/index.rst
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:py:mod:`blackjax.adaptation.mass_matrix`
=========================================
blackjax.adaptation.mass_matrix
===============================

.. py:module:: blackjax.adaptation.mass_matrix
Expand All @@ -13,34 +13,31 @@



Module Contents
---------------

Classes
~~~~~~~
-------

.. autoapisummary::

blackjax.adaptation.mass_matrix.WelfordAlgorithmState
blackjax.adaptation.mass_matrix.MassMatrixAdaptationState



Functions
~~~~~~~~~
---------

.. autoapisummary::

blackjax.adaptation.mass_matrix.mass_matrix_adaptation
blackjax.adaptation.mass_matrix.welford_algorithm


Module Contents
---------------

.. py:class:: WelfordAlgorithmState
State carried through the Welford algorithm.

mean
Expand All @@ -53,27 +50,23 @@ Functions
also the current number of iterations of the algorithm.



.. py:attribute:: mean
:type: blackjax.types.Array
:type: blackjax.types.Array



.. py:attribute:: m2
:type: blackjax.types.Array
:type: blackjax.types.Array



.. py:attribute:: sample_size
:type: int


:type: int


.. py:class:: MassMatrixAdaptationState
State carried through the mass matrix adaptation.

inverse_mass_matrix
Expand All @@ -82,15 +75,13 @@ Functions
The current state of the Welford Algorithm.



.. py:attribute:: inverse_mass_matrix
:type: blackjax.types.Array
:type: blackjax.types.Array



.. py:attribute:: wc_state
:type: WelfordAlgorithmState


:type: WelfordAlgorithmState


.. py:function:: mass_matrix_adaptation(is_diagonal_matrix: bool = True) -> tuple[Callable, Callable, Callable]
Expand Down
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