.. _f-transfertransformer:

module ``mlmodel.transfer_transformer``
=======================================





.. inheritance-diagram:: mlinsights.mlmodel.transfer_transformer


Short summary
+++++++++++++

module ``mlinsights.mlmodel.transfer_transformer``

Implements a transformer which wraps a predictor
to do transfer learning.


:githublink:`%|py|6`




Classes
+++++++

+--------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| class                                                                                      | truncated documentation                                                                                               |
+============================================================================================+=======================================================================================================================+
| :class:`TransferTransformer <mlinsights.mlmodel.transfer_transformer.TransferTransformer>` | Wraps a predictor or a transformer in a transformer. This model is frozen: it cannot be trained and only computes ... |
+--------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

+--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
| property                                                                                         | truncated documentation                                                                                          |
+==================================================================================================+==================================================================================================================+
| :py:meth:`_repr_html_ <mlinsights.mlmodel.transfer_transformer.TransferTransformer._repr_html_>` | HTML representation of estimator. This is redundant with the logic of `_repr_mimebundle_`. The latter should ... |
+--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

+--------------------------------------------------------------------------------------------+----------------------------+
| method                                                                                     | truncated documentation    |
+============================================================================================+============================+
| :py:meth:`__init__ <mlinsights.mlmodel.transfer_transformer.TransferTransformer.__init__>` |                            |
+--------------------------------------------------------------------------------------------+----------------------------+
| :meth:`fit <mlinsights.mlmodel.transfer_transformer.TransferTransformer.fit>`              | The function does nothing. |
+--------------------------------------------------------------------------------------------+----------------------------+
| :meth:`transform <mlinsights.mlmodel.transfer_transformer.TransferTransformer.transform>`  | Runs the predictions.      |
+--------------------------------------------------------------------------------------------+----------------------------+


Documentation
+++++++++++++

.. automodule:: mlinsights.mlmodel.transfer_transformer
    :members:
    :special-members: __init__
    :show-inheritance: