apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-04-25 21:06:23 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

updated list of implemented kernels in the documentation

Browse source
This commit is contained in:
Nicolas 2013-03-12 09:41:27 +00:00
parent 77df63952f
commit f14302e8d0
1 changed files with 9 additions and 9 deletions
Download patch file Download diff file Expand all files Collapse all files

18
doc/kernel_implementation.rst
View file

@ -8,13 +8,13 @@ The following table shows the implemented kernels in GPy and gives the details o
==================== =========== ===== =========== ====== ======= =========== =============== ======= =========== ====== ====== =======
NAME Dimension ARD get/set K Kdiag dK_dtheta dKdiag_dtheta dK_dX dKdiag_dX psi0 psi1 psi2
==================== =========== ===== =========== ====== ======= =========== =============== ======= =========== ====== ====== =======
bias n no |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick|
bias n |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
Brownian 1 no |tick| |tick| |tick| |tick| |tick| |tick| |tick|
Brownian 1 |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
exponential n yes |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
finite_dimensional n no |tick| |tick| |tick| |tick| |tick|
finite_dimensional n |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
linear n yes |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
@ -22,19 +22,19 @@ Matern32 n yes |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
Matern52 n yes |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
periodic_exponential 1 no |tick| |tick| |tick| |tick| |tick|
periodic_exponential 1 |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
periodic_Matern32 1 no |tick| |tick| |tick| |tick| |tick|
periodic_Matern32 1 |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
periodic_Matern52 1 no |tick| |tick| |tick| |tick| |tick|
periodic_Matern52 1 |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
rational quadratic 1 no |tick| |tick| |tick| |tick| |tick| |tick| |tick|
rational quadratic 1 |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
rbf n yes |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
spline n no |tick| |tick| |tick| |tick| |tick| |tick|
spline 1 |tick| |tick| |tick| |tick| |tick| |tick|
-------------------- ----------- ----- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ -------
white n no |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick|
white n |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick|
==================== =========== ===== =========== ====== ======= =========== =============== ======= =========== ====== ====== =======
Depending on the use, all functions may not be required