.. _f-predictabletsne:

module ``mlmodel.predictable_tsne``
===================================





.. inheritance-diagram:: mlinsights.mlmodel.predictable_tsne


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

module ``mlinsights.mlmodel.predictable_tsne``

Implements a predicatable *t-SNE*.


:githublink:`%|py|5`




Classes
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+--------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
| class                                                                          | truncated documentation                                                                                                |
+================================================================================+========================================================================================================================+
| :class:`PredictableTSNE <mlinsights.mlmodel.predictable_tsne.PredictableTSNE>` | :epkg:`t-SNE` is an interesting transform which can only be used to study data as there is no way to reproduce the ... |
+--------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

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






Methods
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+------------------------------------------------------------------------------------+----------------------------------------------------------------------------+
| method                                                                             | truncated documentation                                                    |
+====================================================================================+============================================================================+
| :py:meth:`__init__ <mlinsights.mlmodel.predictable_tsne.PredictableTSNE.__init__>` |                                                                            |
+------------------------------------------------------------------------------------+----------------------------------------------------------------------------+
| :meth:`fit <mlinsights.mlmodel.predictable_tsne.PredictableTSNE.fit>`              | Trains a :epkg:`TSNE` then trains an estimator to approximate its outputs. |
+------------------------------------------------------------------------------------+----------------------------------------------------------------------------+
| :meth:`transform <mlinsights.mlmodel.predictable_tsne.PredictableTSNE.transform>`  | Runs the predictions.                                                      |
+------------------------------------------------------------------------------------+----------------------------------------------------------------------------+


Documentation
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.. automodule:: mlinsights.mlmodel.predictable_tsne
    :members:
    :special-members: __init__
    :show-inheritance: