Noise Injection Strategies
==========================

.. module:: structured_stochasticity.injection

This module provides different approaches to injecting noise into hidden states.
The key insight is that noise injection should enable "trajectory resampling" -
allowing the model to escape local optima in reasoning space.

Injection State
---------------

.. autoclass:: InjectionState
   :members:
   :show-inheritance:

Base Class
----------

.. autoclass:: NoiseInjector
   :members:
   :show-inheritance:

Gaussian Noise
--------------

.. autoclass:: GaussianNoiseInjector
   :members:
   :show-inheritance:

Uniform Noise
-------------

.. autoclass:: UniformNoiseInjector
   :members:
   :show-inheritance:

Annealed Noise
--------------

.. autoclass:: AnnealedNoiseInjector
   :members:
   :show-inheritance:

Layer-Selective Injection
-------------------------

.. autoclass:: LayerSelectiveInjector
   :members:
   :show-inheritance:

Once-Per-Generation Injection
-----------------------------

.. autoclass:: OncePerGenerationInjector
   :members:
   :show-inheritance:

Factory Function
----------------

.. autofunction:: create_injector