vineknockoffs.VineKnockoffs
===========================

.. currentmodule:: vineknockoffs

.. autoclass:: VineKnockoffs

   
   
   .. rubric:: Methods

   .. autosummary::
    ~VineKnockoffs.fit_gaussian_copula_knockoffs
    ~VineKnockoffs.fit_gaussian_knockoffs
    ~VineKnockoffs.fit_marginals
    ~VineKnockoffs.fit_sgd
    ~VineKnockoffs.fit_vine_copula_knockoffs
    ~VineKnockoffs.generate
    ~VineKnockoffs.generate_par_jacobian
    ~VineKnockoffs.ll
   
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~VineKnockoffs.dvine_structure
      ~VineKnockoffs.inv_dvine_structure
      ~VineKnockoffs.n_pars_upper_trees
   
   




.. automethod:: VineKnockoffs.fit_gaussian_copula_knockoffs

.. automethod:: VineKnockoffs.fit_gaussian_knockoffs

.. automethod:: VineKnockoffs.fit_marginals

.. automethod:: VineKnockoffs.fit_sgd

.. automethod:: VineKnockoffs.fit_vine_copula_knockoffs

.. automethod:: VineKnockoffs.generate

.. automethod:: VineKnockoffs.generate_par_jacobian

.. automethod:: VineKnockoffs.ll