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