.. AUTO-GENERATED FILE -- DO NOT EDIT!

algorithms.sqrt_lasso
=====================

Module: :mod:`algorithms.sqrt_lasso`
------------------------------------
Inheritance diagram for ``selectinf.algorithms.sqrt_lasso``:

.. inheritance-diagram:: selectinf.algorithms.sqrt_lasso 
   :parts: 3

.. automodule:: selectinf.algorithms.sqrt_lasso

.. currentmodule:: selectinf.algorithms.sqrt_lasso

Classes
-------

:class:`l2norm_saturated`
~~~~~~~~~~~~~~~~~~~~~~~~~


.. autoclass:: l2norm_saturated
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`sqlasso_objective`
~~~~~~~~~~~~~~~~~~~~~~~~~~


.. autoclass:: sqlasso_objective
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`sqlasso_objective_skinny`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


.. autoclass:: sqlasso_objective_skinny
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

Functions
---------


.. autofunction:: selectinf.algorithms.sqrt_lasso.choose_lambda


.. autofunction:: selectinf.algorithms.sqrt_lasso.estimate_sigma


.. autofunction:: selectinf.algorithms.sqrt_lasso.goodness_of_fit


.. autofunction:: selectinf.algorithms.sqrt_lasso.l2norm_glm


.. autofunction:: selectinf.algorithms.sqrt_lasso.solve_sqrt_lasso


.. autofunction:: selectinf.algorithms.sqrt_lasso.solve_sqrt_lasso_fat


.. autofunction:: selectinf.algorithms.sqrt_lasso.solve_sqrt_lasso_skinny