.. _api.machine_learning.memmodels.decomposition:

==================
Decomposition 
==================



PCA
----

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

   decomposition.PCA

.. currentmodule:: vastorbit.machine_learning.memmodel.decomposition

**Methods:**

.. autosummary::
   :toctree: api/

   PCA.get_attributes
   PCA.matrix_rotation
   PCA.rotate
   PCA.set_attributes
   PCA.transform
   PCA.transform_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   PCA.object_type

____

SVD
----

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

   decomposition.SVD

.. currentmodule:: vastorbit.machine_learning.memmodel.decomposition

**Methods:**

.. autosummary::
   :toctree: api/

   SVD.get_attributes
   SVD.set_attributes
   SVD.transform
   SVD.transform_sql

**Attributes:**

.. autosummary::
   :toctree: api/

   SVD.object_type