.. _api.machine_learning.memmodels.preprocessing:

==============
Preprocessing
==============




Scaler
--------------

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

   preprocessing.Scaler

.. currentmodule:: vastorbit.machine_learning.memmodel.preprocessing

**Methods:**

.. autosummary::
   :toctree: api/

   Scaler.get_attributes
   Scaler.set_attributes
   Scaler.transform
   Scaler.transform_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   Scaler.object_type

______

Standard Scaler
----------------

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

   preprocessing.StandardScaler

.. currentmodule:: vastorbit.machine_learning.memmodel.preprocessing

**Methods:**

.. autosummary::
   :toctree: api/

   StandardScaler.get_attributes
   StandardScaler.set_attributes
   StandardScaler.transform
   StandardScaler.transform_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   StandardScaler.object_type


______

Min Max Scaler
---------------

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

   preprocessing.MinMaxScaler

.. currentmodule:: vastorbit.machine_learning.memmodel.preprocessing

**Methods:**

.. autosummary::
   :toctree: api/

   MinMaxScaler.get_attributes
   MinMaxScaler.set_attributes
   MinMaxScaler.transform
   MinMaxScaler.transform_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   MinMaxScaler.object_type

______

One Hot Encoder
----------------

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

   preprocessing.OneHotEncoder

.. currentmodule:: vastorbit.machine_learning.memmodel.preprocessing

**Methods:**

.. autosummary::
   :toctree: api/

   OneHotEncoder.get_attributes
   OneHotEncoder.set_attributes
   OneHotEncoder.transform
   OneHotEncoder.transform_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   OneHotEncoder.object_type