2013-09-19 14:36:33 +01:00
|
|
|
GPy.models package
|
|
|
|
|
==================
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
Submodules
|
|
|
|
|
----------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.bayesian_gplvm module
|
|
|
|
|
--------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.bayesian_gplvm
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-11-03 14:39:17 +00:00
|
|
|
GPy.models.bayesian_gplvm_minibatch module
|
|
|
|
|
------------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.bayesian_gplvm_minibatch
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.bcgplvm module
|
|
|
|
|
-------------------------
|
2013-01-31 10:47:24 +00:00
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
.. automodule:: GPy.models.bcgplvm
|
2013-01-31 10:47:24 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
GPy.models.gp_classification module
|
|
|
|
|
-----------------------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
.. automodule:: GPy.models.gp_classification
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
GPy.models.gp_coregionalized_regression module
|
|
|
|
|
----------------------------------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
.. automodule:: GPy.models.gp_coregionalized_regression
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
|
|
GPy.models.gp_heteroscedastic_regression module
|
|
|
|
|
-----------------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.gp_heteroscedastic_regression
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
|
|
GPy.models.gp_kronecker_gaussian_regression module
|
|
|
|
|
--------------------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.gp_kronecker_gaussian_regression
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.gp_multioutput_regression module
|
|
|
|
|
-------------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.gp_multioutput_regression
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
|
|
GPy.models.gp_regression module
|
|
|
|
|
-------------------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-06-07 13:33:46 +01:00
|
|
|
.. automodule:: GPy.models.gp_regression
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
GPy.models.gp_var_gauss module
|
|
|
|
|
------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.gp_var_gauss
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.gplvm module
|
|
|
|
|
-----------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-06-26 16:48:48 +01:00
|
|
|
.. automodule:: GPy.models.gplvm
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.gradient_checker module
|
|
|
|
|
----------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.gradient_checker
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
|
|
GPy.models.mrd module
|
|
|
|
|
---------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-06-26 16:48:48 +01:00
|
|
|
.. automodule:: GPy.models.mrd
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.sparse_gp_classification module
|
|
|
|
|
------------------------------------------
|
2013-06-26 16:48:48 +01:00
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.sparse_gp_classification
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
GPy.models.sparse_gp_coregionalized_regression module
|
|
|
|
|
-----------------------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.sparse_gp_coregionalized_regression
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-11-03 14:39:17 +00:00
|
|
|
GPy.models.sparse_gp_minibatch module
|
|
|
|
|
-------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.sparse_gp_minibatch
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.sparse_gp_multioutput_regression module
|
|
|
|
|
--------------------------------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.sparse_gp_multioutput_regression
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
|
|
GPy.models.sparse_gp_regression module
|
|
|
|
|
--------------------------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-06-07 13:33:46 +01:00
|
|
|
.. automodule:: GPy.models.sparse_gp_regression
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.sparse_gplvm module
|
|
|
|
|
------------------------------
|
2013-06-26 16:48:48 +01:00
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.sparse_gplvm
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2014-09-05 14:18:37 +01:00
|
|
|
GPy.models.ss_gplvm module
|
|
|
|
|
--------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.ss_gplvm
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
|
|
|
|
GPy.models.ss_mrd module
|
|
|
|
|
------------------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models.ss_mrd
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.svigp_regression module
|
|
|
|
|
----------------------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-06-26 16:48:48 +01:00
|
|
|
.. automodule:: GPy.models.svigp_regression
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
GPy.models.warped_gp module
|
|
|
|
|
---------------------------
|
2013-01-21 12:16:55 +00:00
|
|
|
|
2013-06-07 13:33:46 +01:00
|
|
|
.. automodule:: GPy.models.warped_gp
|
2013-01-21 12:16:55 +00:00
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|
|
|
|
|
|
2013-09-19 14:36:33 +01:00
|
|
|
|
|
|
|
|
Module contents
|
|
|
|
|
---------------
|
|
|
|
|
|
|
|
|
|
.. automodule:: GPy.models
|
|
|
|
|
:members:
|
|
|
|
|
:undoc-members:
|
|
|
|
|
:show-inheritance:
|