adelie.adelie\_core.state.StateMultiGaussianNaive32
===================================================

.. currentmodule:: adelie.adelie_core.state

.. autoclass:: StateMultiGaussianNaive32

   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~StateMultiGaussianNaive32.__init__
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~StateMultiGaussianNaive32.X
      ~StateMultiGaussianNaive32.X_means
      ~StateMultiGaussianNaive32.abs_grad
      ~StateMultiGaussianNaive32.active_set
      ~StateMultiGaussianNaive32.active_set_size
      ~StateMultiGaussianNaive32.active_sizes
      ~StateMultiGaussianNaive32.adev_tol
      ~StateMultiGaussianNaive32.alpha
      ~StateMultiGaussianNaive32.benchmark_fit_active
      ~StateMultiGaussianNaive32.benchmark_fit_screen
      ~StateMultiGaussianNaive32.benchmark_invariance
      ~StateMultiGaussianNaive32.benchmark_kkt
      ~StateMultiGaussianNaive32.benchmark_screen
      ~StateMultiGaussianNaive32.betas
      ~StateMultiGaussianNaive32.constraint_buffer_size
      ~StateMultiGaussianNaive32.constraints
      ~StateMultiGaussianNaive32.ddev_tol
      ~StateMultiGaussianNaive32.devs
      ~StateMultiGaussianNaive32.dual_groups
      ~StateMultiGaussianNaive32.duals
      ~StateMultiGaussianNaive32.early_exit
      ~StateMultiGaussianNaive32.grad
      ~StateMultiGaussianNaive32.group_sizes
      ~StateMultiGaussianNaive32.group_type
      ~StateMultiGaussianNaive32.groups
      ~StateMultiGaussianNaive32.intercept
      ~StateMultiGaussianNaive32.intercepts
      ~StateMultiGaussianNaive32.lmda
      ~StateMultiGaussianNaive32.lmda_max
      ~StateMultiGaussianNaive32.lmda_path
      ~StateMultiGaussianNaive32.lmda_path_size
      ~StateMultiGaussianNaive32.lmdas
      ~StateMultiGaussianNaive32.loss_full
      ~StateMultiGaussianNaive32.loss_null
      ~StateMultiGaussianNaive32.max_active_size
      ~StateMultiGaussianNaive32.max_iters
      ~StateMultiGaussianNaive32.max_screen_size
      ~StateMultiGaussianNaive32.min_ratio
      ~StateMultiGaussianNaive32.multi_intercept
      ~StateMultiGaussianNaive32.n_classes
      ~StateMultiGaussianNaive32.n_threads
      ~StateMultiGaussianNaive32.n_valid_solutions
      ~StateMultiGaussianNaive32.newton_max_iters
      ~StateMultiGaussianNaive32.newton_tol
      ~StateMultiGaussianNaive32.penalty
      ~StateMultiGaussianNaive32.pivot_slack_ratio
      ~StateMultiGaussianNaive32.pivot_subset_min
      ~StateMultiGaussianNaive32.pivot_subset_ratio
      ~StateMultiGaussianNaive32.resid
      ~StateMultiGaussianNaive32.resid_sum
      ~StateMultiGaussianNaive32.rsq
      ~StateMultiGaussianNaive32.screen_X_means
      ~StateMultiGaussianNaive32.screen_begins
      ~StateMultiGaussianNaive32.screen_beta
      ~StateMultiGaussianNaive32.screen_hashset
      ~StateMultiGaussianNaive32.screen_is_active
      ~StateMultiGaussianNaive32.screen_rule
      ~StateMultiGaussianNaive32.screen_set
      ~StateMultiGaussianNaive32.screen_sizes
      ~StateMultiGaussianNaive32.screen_transforms
      ~StateMultiGaussianNaive32.screen_vars
      ~StateMultiGaussianNaive32.setup_lmda_max
      ~StateMultiGaussianNaive32.setup_lmda_path
      ~StateMultiGaussianNaive32.tol
      ~StateMultiGaussianNaive32.weights
      ~StateMultiGaussianNaive32.y_mean
      ~StateMultiGaussianNaive32.y_var
   
   

   
   
   
   .. automethod:: __init__
   
   

   
   
   
   .. autoattribute:: X
   .. autoattribute:: X_means
   .. autoattribute:: abs_grad
   .. autoattribute:: active_set
   .. autoattribute:: active_set_size
   .. autoattribute:: active_sizes
   .. autoattribute:: adev_tol
   .. autoattribute:: alpha
   .. autoattribute:: benchmark_fit_active
   .. autoattribute:: benchmark_fit_screen
   .. autoattribute:: benchmark_invariance
   .. autoattribute:: benchmark_kkt
   .. autoattribute:: benchmark_screen
   .. autoattribute:: betas
   .. autoattribute:: constraint_buffer_size
   .. autoattribute:: constraints
   .. autoattribute:: ddev_tol
   .. autoattribute:: devs
   .. autoattribute:: dual_groups
   .. autoattribute:: duals
   .. autoattribute:: early_exit
   .. autoattribute:: grad
   .. autoattribute:: group_sizes
   .. autoattribute:: group_type
   .. autoattribute:: groups
   .. autoattribute:: intercept
   .. autoattribute:: intercepts
   .. autoattribute:: lmda
   .. autoattribute:: lmda_max
   .. autoattribute:: lmda_path
   .. autoattribute:: lmda_path_size
   .. autoattribute:: lmdas
   .. autoattribute:: loss_full
   .. autoattribute:: loss_null
   .. autoattribute:: max_active_size
   .. autoattribute:: max_iters
   .. autoattribute:: max_screen_size
   .. autoattribute:: min_ratio
   .. autoattribute:: multi_intercept
   .. autoattribute:: n_classes
   .. autoattribute:: n_threads
   .. autoattribute:: n_valid_solutions
   .. autoattribute:: newton_max_iters
   .. autoattribute:: newton_tol
   .. autoattribute:: penalty
   .. autoattribute:: pivot_slack_ratio
   .. autoattribute:: pivot_subset_min
   .. autoattribute:: pivot_subset_ratio
   .. autoattribute:: resid
   .. autoattribute:: resid_sum
   .. autoattribute:: rsq
   .. autoattribute:: screen_X_means
   .. autoattribute:: screen_begins
   .. autoattribute:: screen_beta
   .. autoattribute:: screen_hashset
   .. autoattribute:: screen_is_active
   .. autoattribute:: screen_rule
   .. autoattribute:: screen_set
   .. autoattribute:: screen_sizes
   .. autoattribute:: screen_transforms
   .. autoattribute:: screen_vars
   .. autoattribute:: setup_lmda_max
   .. autoattribute:: setup_lmda_path
   .. autoattribute:: tol
   .. autoattribute:: weights
   .. autoattribute:: y_mean
   .. autoattribute:: y_var