nonlinear_2d {cardinalR}

Generate points on a nonlinear 2D manifold

Description

This function generates points on a nonlinear 2D manifold based on a given equation.

Usage

nonlinear_2d(n, num_noise, min_n, max_n)

Arguments

n

The number of points to generate.

num_noise

The number of noise dimensions to add to the generated points.

min_n

The minimum value for the noise dimensions.

max_n

The maximum value for the noise dimensions.

Value

A matrix containing the generated points on the nonlinear 2D manifold.

Examples

set.seed(20240412)
nonlinear_points <- nonlinear_2d(
  n = 100, num_noise = 2, min_n = -0.01,
  max_n = 0.01
)