RBF: The 'RBF' class object

In KGode: Kernel Based Gradient Matching for Parameter Inference in Ordinary Differential Equations

The 'RBF' class object

Description

This a R6 class. It inherits from 'kernel' class. It provides the rbf kernel function and the 1st order derivative of rbf kernel function.

Format

R6Class object.

Value

an R6Class object which can be used for the rkhs interpolation.

Super class

KGode::Kernel -> RBF

Methods

Public methods

• RBF$greet()

• RBF$set_k_par()

• RBF$kern()

• RBF$dkd_kpar()

• RBF$dkdt()

• RBF$clone()

Inherited methods

• KGode::Kernel$initialize()

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Method greet()

Usage

RBF$greet()

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Method set_k_par()

Usage

RBF$set_k_par(val)

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Method kern()

Usage

RBF$kern(t1, t2)

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Method dkd_kpar()

Usage

RBF$dkd_kpar(t1, t2)

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Method dkdt()

Usage

RBF$dkdt(t1, t2)

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Method clone()

The objects of this class are cloneable with this method.

Usage

RBF$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Author(s)

Mu Niu, [e-mail]

KGode documentation built on Sept. 9, 2025, 5:25 p.m.