package gpr

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package gpr
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Signature for evaluating single inputs

type t = Lacaml.D.vec

Type of input point

val eval : Kernel.t -> t -> Inducing.t -> Lacaml.D.vec

eval kernel input inducing

  • returns

    (row) vector of covariance evaluations between input and inducing inputs given kernel.

val weighted_eval : Kernel.t -> t -> Inducing.t -> coeffs:Lacaml.D.vec -> float

weighted_eval kernel input inducing ~coeffs

  • returns

    coeff-weighted sum of covariances between input and inducing inputs given kernel.

val eval_one : Kernel.t -> t -> float

eval_one kernel point

  • returns

    variance of point given kernel.

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