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updated list of implemented kernels in the documentation

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Nicolas 2013-03-12 09:41:27 +00:00
parent 77df63952f
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18
doc/kernel_implementation.rst
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@ -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 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| 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| 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| 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| 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 Depending on the use, all functions may not be required