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update in the documentation on kernel implementation
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@ -35,4 +35,13 @@ spline |tick| |tick| |tick| |tick| |tick|
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==================== =========== ====== ======= =========== =============== ======= =========== ====== ====== =======
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Depending on the use, all functions may not be required
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* ``get/set, K, Kdiag``: compulsory
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* ``dK_dtheta``: necessary to optimize the model
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* ``dKdiag_dtheta``: sparse models, BGPLVM, GPs with uncertain inputs
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* ``dK_dX``: sparse models, GPLVM, BGPLVM, GPs with uncertain inputs
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* ``dKdiag_dX``: sparse models, BGPLVM, GPs with uncertain inputs
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* ``psi0, psi1, psi2``: BGPLVM, GPs with uncertain inputs
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.. |tick| image:: Figures/tick.png
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