API Reference
=============

HidTen: A framework for combining hidden Markov models with modern deep learning.

This page provides a complete reference to all public classes, functions, and modules in HidTen.

Core Module
-----------

The main hidten module exports the primary classes and functions.

.. automodule:: hidten

HMM Classes
-----------

Core HMM implementation with configuration and modes.

.. automodule:: hidten.hmm

Configuration
-------------

Base configuration classes and decorators for model setup.

.. automodule:: hidten.config

Emitters
--------

Emission models that map observations to feature values.

.. automodule:: hidten.emitter

Transitioners
-------------

Transition models that handle state-to-state transitions.

.. automodule:: hidten.transitioner

Priors
------

Prior distributions for model parameters.

.. automodule:: hidten.prior

Generic Base Classes
--------------------

Abstract base classes for modules and distributions.

.. automodule:: hidten.generic

Utilities
---------

Utility functions and helper classes.

.. automodule:: hidten.util

TensorFlow Backend
==================

The TensorFlow backend provides concrete implementations optimized for TensorFlow.

Core TensorFlow HMM
--------------------

Main TensorFlow implementation of HMM.

.. automodule:: hidten.tf.hmm

TensorFlow Emitters
-------------------

TensorFlow-specific emission models.

.. automodule:: hidten.tf.emitter.base

.. automodule:: hidten.tf.emitter.categorical

.. automodule:: hidten.tf.emitter.multivariate_normal

TensorFlow Transitioners
------------------------

TensorFlow-specific transition models.

.. automodule:: hidten.tf.transitioner

TensorFlow Priors
-----------------

TensorFlow-specific prior models.

.. automodule:: hidten.tf.prior.base

.. automodule:: hidten.tf.prior.dirichlet


Algorithms
----------

Core algorithms for inference and learning.

.. automodule:: hidten.tf.forward_backward

.. automodule:: hidten.tf.viterbi

.. automodule:: hidten.tf.scan

TensorFlow Utilities
--------------------

TensorFlow-specific utility functions.

.. automodule:: hidten.tf.util