learninspy.utils package
========================

Submódulos
----------


learninspy.utils.data
----------------------------

.. automodule:: learninspy.utils.data

Normalización de datos
""""""""""""""""""""""

.. autoclass:: StandardScaler
    :members:
    :show-inheritance:


Conjuntos de datos etiquetados
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.. autoclass:: LabeledDataSet
    :show-inheritance:

.. autoclass:: DistributedLabeledDataSet
    :members:
    :show-inheritance:

.. autoclass:: LocalLabeledDataSet
    :members:
    :show-inheritance:


Funciones
"""""""""

.. autofunction:: label_data
.. autofunction:: label_to_vector
.. autofunction:: split_balanced
.. autofunction:: split_data
.. autofunction:: subsample


Datos de ejemplo
"""""""""""""""""""

.. autofunction:: load_iris
.. autofunction:: load_mnist

learninspy.utils.evaluation
----------------------------------

.. automodule:: learninspy.utils.evaluation

Clasificación
"""""""""""""

.. autoclass:: ClassificationMetrics
    :members:

Regresión
"""""""""

.. autoclass:: RegressionMetrics
    :members:


learninspy.utils.feature
-------------------------------

.. automodule:: learninspy.utils.feature
    :members:
    :undoc-members:
    :show-inheritance:

learninspy.utils.fileio
------------------------------

.. automodule:: learninspy.utils.fileio
    :members:
    :undoc-members:
    :show-inheritance:

learninspy.utils.plots
-----------------------------

.. automodule:: learninspy.utils.plots
    :members:
    :undoc-members:
    :show-inheritance:


Contenidos del módulo
---------------------

.. automodule:: learninspy.utils
    :members:
    :undoc-members:
    :show-inheritance: