.. _api.machine_learning.auto_ml:

===========================
Automated Machine Learning
===========================




AutoML
-------

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

   automl.AutoML

.. currentmodule:: vastorbit.machine_learning.vast.automl

**Methods:**

.. autosummary::
   :toctree: api/

   AutoML.contour
   AutoML.deploySQL
   AutoML.drop
   AutoML.export_models
   AutoML.features_importance
   AutoML.fit
   AutoML.get_attributes
   AutoML.get_match_index
   AutoML.get_params
   AutoML.get_plotting_lib
   AutoML.import_models
   AutoML.plot
   AutoML.set_params
   AutoML.summarize
   AutoML.to_binary
   AutoML.to_memmodel
   AutoML.to_python
   AutoML.to_sql


**Attributes:**

.. autosummary::
   :toctree: api/

   AutoML.object_type

______



AutoClustering
----------------

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

   automl.AutoClustering

.. currentmodule:: vastorbit.machine_learning.vast.automl

**Methods:**

.. autosummary::
   :toctree: api/

   AutoClustering.contour
   AutoClustering.deploySQL
   AutoClustering.drop
   AutoClustering.export_models
   AutoClustering.fit
   AutoClustering.get_attributes
   AutoClustering.get_match_index
   AutoClustering.get_params
   AutoClustering.get_plotting_lib
   AutoClustering.import_models
   AutoClustering.set_params
   AutoClustering.summarize
   AutoClustering.to_binary
   AutoClustering.to_python
   AutoClustering.to_sql


**Attributes:**

.. autosummary::
   :toctree: api/

   AutoDataPrep.object_type

______



AutoDataPrep
----------------


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

   automl.AutoDataPrep

.. currentmodule:: vastorbit.machine_learning.vast.automl

**Methods:**

.. autosummary::
   :toctree: api/

   AutoDataPrep.contour
   AutoDataPrep.deploySQL
   AutoDataPrep.drop
   AutoDataPrep.export_models
   AutoDataPrep.fit
   AutoDataPrep.get_attributes
   AutoDataPrep.get_match_index
   AutoDataPrep.get_params
   AutoDataPrep.get_plotting_lib
   AutoDataPrep.import_models
   AutoDataPrep.set_params
   AutoDataPrep.summarize
   AutoDataPrep.to_binary
   AutoDataPrep.to_python
   AutoDataPrep.to_sql


**Attributes:**

.. autosummary::
   :toctree: api/

   AutoDataPrep.object_type