Information Theory
==================

Information-theoretic measures for causal discovery.

Main Functions
--------------

.. autofunction:: causationentropy.core.information.conditional_mutual_information.conditional_mutual_information

.. autofunction:: causationentropy.core.information.conditional_mutual_information.gaussian_conditional_mutual_information

Nonparametric Estimators
------------------------

.. autofunction:: causationentropy.core.information.conditional_mutual_information.kde_conditional_mutual_information

.. autofunction:: causationentropy.core.information.conditional_mutual_information.knn_conditional_mutual_information

.. autofunction:: causationentropy.core.information.conditional_mutual_information.geometric_knn_conditional_mutual_information

Distribution-Specific Estimators
--------------------------------

.. autofunction:: causationentropy.core.information.conditional_mutual_information.poisson_conditional_mutual_information

Entropy Functions
-----------------

.. automodule:: causationentropy.core.information.entropy
   :members:
   :undoc-members:
   :show-inheritance:

Mutual Information Functions
---------------------------

.. automodule:: causationentropy.core.information.mutual_information
   :members:
   :undoc-members:
   :show-inheritance: