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

:mod:`models`
=============
.. automodule:: tikreg.models

.. currentmodule:: tikreg.models
.. autosummary::

   counter
   atleast_2d
   check_response_dimensionality
   clean_results_dict
   crossval_stem_wmvnp
   cvridge
   dual2primal_weights
   dual2primal_weights_banded
   estimate_simple_stem_wmvnp
   estimate_stem_wmvnp
   featurespace_dual2primal
   find_optimum_mvn
   generalized_tikhonov
   hyperopt_crossval_stem_wmvnp
   hyperopt_estimate_stem_wmvnp
   hyperopt_trials2cvperf
   kernel_banded_temporal_prior
   kernel_cvridge
   kernel_spatiotemporal_prior
   loo_ols
   nan_to_num
   ols
   olspred
   should_solve_dual
   simple_generalized_tikhonov
   simple_ridge_dual
   simple_ridge_primal
   solve_l2
   solve_l2_dual
   solve_l2_primal
   voxelwise_weights2preds
   zscore


.. currentmodule:: tikreg.models


:class:`counter`
~~~~~~~~~~~~~~~~


.. autoclass:: counter
  :members:
  :undoc-members:
  :show-inheritance:

  .. automethod:: __init__

atleast_2d
~~~~~~~~~~

.. autofunction:: atleast_2d

check_response_dimensionality
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: check_response_dimensionality

clean_results_dict
~~~~~~~~~~~~~~~~~~

.. autofunction:: clean_results_dict

crossval_stem_wmvnp
~~~~~~~~~~~~~~~~~~~

.. autofunction:: crossval_stem_wmvnp

cvridge
~~~~~~~

.. autofunction:: cvridge

dual2primal_weights
~~~~~~~~~~~~~~~~~~~

.. autofunction:: dual2primal_weights

dual2primal_weights_banded
~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: dual2primal_weights_banded

estimate_simple_stem_wmvnp
~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: estimate_simple_stem_wmvnp

estimate_stem_wmvnp
~~~~~~~~~~~~~~~~~~~

.. autofunction:: estimate_stem_wmvnp

featurespace_dual2primal
~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: featurespace_dual2primal

find_optimum_mvn
~~~~~~~~~~~~~~~~

.. autofunction:: find_optimum_mvn

generalized_tikhonov
~~~~~~~~~~~~~~~~~~~~

.. autofunction:: generalized_tikhonov

hyperopt_crossval_stem_wmvnp
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: hyperopt_crossval_stem_wmvnp

hyperopt_estimate_stem_wmvnp
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: hyperopt_estimate_stem_wmvnp

hyperopt_trials2cvperf
~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: hyperopt_trials2cvperf

kernel_banded_temporal_prior
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: kernel_banded_temporal_prior

kernel_cvridge
~~~~~~~~~~~~~~

.. autofunction:: kernel_cvridge

kernel_spatiotemporal_prior
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: kernel_spatiotemporal_prior

loo_ols
~~~~~~~

.. autofunction:: loo_ols

nan_to_num
~~~~~~~~~~

.. autofunction:: nan_to_num

ols
~~~

.. autofunction:: ols

olspred
~~~~~~~

.. autofunction:: olspred

should_solve_dual
~~~~~~~~~~~~~~~~~

.. autofunction:: should_solve_dual

simple_generalized_tikhonov
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: simple_generalized_tikhonov

simple_ridge_dual
~~~~~~~~~~~~~~~~~

.. autofunction:: simple_ridge_dual

simple_ridge_primal
~~~~~~~~~~~~~~~~~~~

.. autofunction:: simple_ridge_primal

solve_l2
~~~~~~~~

.. autofunction:: solve_l2

solve_l2_dual
~~~~~~~~~~~~~

.. autofunction:: solve_l2_dual

solve_l2_primal
~~~~~~~~~~~~~~~

.. autofunction:: solve_l2_primal

voxelwise_weights2preds
~~~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: voxelwise_weights2preds

zscore
~~~~~~

.. autofunction:: zscore