.. _api.machine_learning.memmodels.linear_model:

==================
Linear Model
==================




Base Class
--------------

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

   linear_model.LinearModel

.. currentmodule:: vastorbit.machine_learning.memmodel.linear_model

**Methods:**

.. autosummary::
   :toctree: api/

   LinearModel.get_attributes
   LinearModel.predict
   LinearModel.predict_proba
   LinearModel.predict_proba_sql
   LinearModel.predict_sql
   LinearModel.set_attributes

**Attributes:**

.. autosummary::
   :toctree: api/

   LinearModel.object_type

_____


Linear Model Classifier
------------------------

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

   linear_model.LinearModelClassifier

.. currentmodule:: vastorbit.machine_learning.memmodel.linear_model

**Methods:**

.. autosummary::
   :toctree: api/

   LinearModelClassifier.get_attributes
   LinearModelClassifier.predict
   LinearModelClassifier.predict_proba
   LinearModelClassifier.predict_proba_sql
   LinearModelClassifier.predict_sql
   LinearModelClassifier.set_attributes

**Attributes:**

.. autosummary::
   :toctree: api/

   LinearModelClassifier.object_type