verticapy.machine\_learning.vertica.decomposition.SVD
=====================================================

.. currentmodule:: verticapy.machine_learning.vertica.decomposition

.. autoclass:: SVD

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~SVD.__init__
      ~SVD.contour
      ~SVD.deployInverseSQL
      ~SVD.deploySQL
      ~SVD.does_model_exists
      ~SVD.drop
      ~SVD.export_models
      ~SVD.fit
      ~SVD.get_attributes
      ~SVD.get_match_index
      ~SVD.get_params
      ~SVD.get_plotting_lib
      ~SVD.get_vertica_attributes
      ~SVD.import_models
      ~SVD.inverse_transform
      ~SVD.plot
      ~SVD.plot_circle
      ~SVD.plot_scree
      ~SVD.register
      ~SVD.score
      ~SVD.set_params
      ~SVD.summarize
      ~SVD.to_binary
      ~SVD.to_memmodel
      ~SVD.to_pmml
      ~SVD.to_python
      ~SVD.to_sql
      ~SVD.to_tf
      ~SVD.transform
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SVD.object_type