.. _api.machine_learning.vast.text:

===============
Text Analytics
===============


TFIDF
~~~~~~


.. currentmodule:: vastorbit.machine_learning.vast.feature_extraction
   
.. autosummary::
   :toctree: api/

   text.TfidfVectorizer


.. currentmodule:: vastorbit.machine_learning.vast.feature_extraction.text

**Methods:**

.. autosummary::
   :toctree: api/

   TfidfVectorizer.contour
   TfidfVectorizer.deploySQL
   TfidfVectorizer.drop
   TfidfVectorizer.export_models
   TfidfVectorizer.fit
   TfidfVectorizer.get_attributes
   TfidfVectorizer.get_match_index
   TfidfVectorizer.get_params
   TfidfVectorizer.get_plotting_lib
   TfidfVectorizer.import_models
   TfidfVectorizer.set_params
   TfidfVectorizer.summarize
   TfidfVectorizer.to_python
   TfidfVectorizer.to_sql
   TfidfVectorizer.transform

**Attributes:**

.. autosummary::
   :toctree: api/

   TfidfVectorizer.object_type