.. _f-textvectorizertransformer:

module ``mltricks.text_vectorizer_transformer``
===============================================





.. inheritance-diagram:: papierstat.mltricks.text_vectorizer_transformer


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

module ``papierstat.mltricks.text_vectorizer_transformer``

Implements TextVectorizerTransformer.


:githublink:`%|py|5`




Classes
+++++++

+----------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
| class                                                                                                          | truncated documentation                                                                                           |
+================================================================================================================+===================================================================================================================+
| :class:`TextVectorizerTransformer <papierstat.mltricks.text_vectorizer_transformer.TextVectorizerTransformer>` | Overwrites *TfIdfVectorizer* or *CountVectorizer* so that it can be used in a pipeline. Parameters ---------- ... |
+----------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

+----------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
| property                                                                                                       | truncated documentation                                                                                          |
+================================================================================================================+==================================================================================================================+
| :py:meth:`_repr_html_ <papierstat.mltricks.text_vectorizer_transformer.TextVectorizerTransformer._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__ <papierstat.mltricks.text_vectorizer_transformer.TextVectorizerTransformer.__init__>` |                                      |
+----------------------------------------------------------------------------------------------------------+--------------------------------------+
| :meth:`fit <papierstat.mltricks.text_vectorizer_transformer.TextVectorizerTransformer.fit>`              | Trains an estimator on every column. |
+----------------------------------------------------------------------------------------------------------+--------------------------------------+
| :meth:`transform <papierstat.mltricks.text_vectorizer_transformer.TextVectorizerTransformer.transform>`  | Applies the vectorizer on X.         |
+----------------------------------------------------------------------------------------------------------+--------------------------------------+


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

.. automodule:: papierstat.mltricks.text_vectorizer_transformer
    :members:
    :special-members: __init__
    :show-inheritance: