Module Deriv.Hyper
Hyper parameters that have derivatives
val get_all : Eval.Kernel.t -> Eval.Inducing.t -> Eval.Inputs.t -> t arrayget_all kernel inducing inputs- returns
array of all hyper parameters of
kerneland/or (inducing)inputsfor which derivatives can be computed.
val get_value : Eval.Kernel.t -> Eval.Inducing.t -> Eval.Inputs.t -> t -> floatget_value kernel inducing inputs hyper- returns
value of hyper parameter
hyperofkerneland/or (inducing)inputs.
val set_values : Eval.Kernel.t -> Eval.Inducing.t -> Eval.Inputs.t -> t array -> Lacaml.D.vec -> Eval.Kernel.t * Eval.Inducing.t * Eval.Inputs.tset_values kernel inducing inputs hypers values- returns
triple of
(kernel, inducing, inputs)in whichhypershave been substituted withvaluesposition-wise.