*************************** List of implemented kernels *************************** The following table shows the implemented kernels in GPy and gives the details of the implemented function for each kernel. ==================== =========== ====== ======= =========== =============== ======= =========== ====== ====== ======= NAME get/set K Kdiag dK_dtheta dKdiag_dtheta dK_dX dKdiag_dX psi0 psi1 psi2 ==================== =========== ====== ======= =========== =============== ======= =========== ====== ====== ======= bias |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- Brownian |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- exponential |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- finite_dimensional |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- linear |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- Matern32 |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- Matern52 |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- periodic_exponential |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- periodic_Matern32 |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- periodic_Matern52 |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- rbf |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- spline |tick| |tick| |tick| |tick| |tick| |tick| -------------------- ----------- ------ ------- ----------- --------------- ------- ----------- ------ ------ ------- white |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| |tick| ==================== =========== ====== ======= =========== =============== ======= =========== ====== ====== ======= .. |tick| image:: Figures/tick.png