.. _api.machine_learning.vast.time_series:

===============
Time Series
===============


AR
~~~

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

   tsa.AR

.. currentmodule:: vastorbit.machine_learning.vast.tsa

**Methods:**

.. autosummary::
   :toctree: api/

   AR.contour
   AR.deploySQL
   AR.drop
   AR.export_models
   AR.features_importance
   AR.fit
   AR.get_attributes
   AR.get_match_index
   AR.get_params
   AR.get_plotting_lib
   AR.import_models
   AR.plot
   AR.predict
   AR.regression_report
   AR.report
   AR.score
   AR.set_params
   AR.summarize
   AR.to_binary
   AR.to_python
   AR.to_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   AR.object_type

______


ARIMA
~~~~~

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

   tsa.ARIMA

.. currentmodule:: vastorbit.machine_learning.vast.tsa

**Methods:**

.. autosummary::
   :toctree: api/

   ARIMA.contour
   ARIMA.deploySQL
   ARIMA.drop
   ARIMA.export_models
   ARIMA.features_importance
   ARIMA.fit
   ARIMA.get_attributes
   ARIMA.get_match_index
   ARIMA.get_params
   ARIMA.get_plotting_lib
   ARIMA.import_models
   ARIMA.plot
   ARIMA.predict
   ARIMA.regression_report
   ARIMA.report
   ARIMA.score
   ARIMA.set_params
   ARIMA.summarize
   ARIMA.to_binary
   ARIMA.to_python
   ARIMA.to_sql


**Attributes:**

.. autosummary::
   :toctree: api/

   ARIMA.object_type

______



VAR
~~~~

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

   tsa.VAR

.. currentmodule:: vastorbit.machine_learning.vast.tsa

**Methods:**

.. autosummary::
   :toctree: api/

   VAR.contour
   VAR.deploySQL
   VAR.drop
   VAR.export_models
   VAR.features_importance
   VAR.fit
   VAR.get_attributes
   VAR.get_match_index
   VAR.get_params
   VAR.get_plotting_lib
   VAR.import_models
   VAR.plot
   VAR.predict
   VAR.regression_report
   VAR.report
   VAR.score
   VAR.set_params
   VAR.summarize
   VAR.to_binary
   VAR.to_python
   VAR.to_sql


**Attributes:**

.. autosummary::
   :toctree: api/

   VAR.object_type