Skip to content

Latest commit

 

History

History
21 lines (15 loc) · 662 Bytes

parameters.rst

File metadata and controls

21 lines (15 loc) · 662 Bytes
Raw

Parameter Learning

.. automodule:: pybnesian.learning.parameters

Currently, it only implements Maximum Likelihood Estimation (MLE) for :class:`LinearGaussianCPD <pybnesian.factors.continuous.LinearGaussianCPD>` and :class:`DiscreteFactor <pybnesian.factors.discrete.DiscreteFactor>`.

.. autofunction:: pybnesian.learning.parameters.MLE


.. autoclass:: pybnesian.learning.parameters.LinearGaussianParams
    :members:
    :special-members: __init__


.. autoclass:: pybnesian.learning.parameters.MLELinearGaussianCPD
    :members:


.. autoclass:: pybnesian.learning.parameters.DiscreteFactorParams
    :members:
    :special-members: __init__