swissroll

Map the square $[0,1]^2$ in swiss roll
for all $x,y$ in $[0,1]^2$, set
$$Sx=\pi \sqrt{(b^2-a^2)x + a^2)}$$
$$Sy=\pi (b^2-a^2)y/2$$

Provides the standard operations for signal processing on graphs:
graph Fourier transform, spectral graph wavelet transform,
visualization tools. It also implements a data driven method
for graph signal denoising/regression, for details see
De Loynes, Navarro, Olivier (2019) <arxiv:1906.01882>.
The package also provides an interface to the SuiteSparse Matrix Collection,
<https://sparse.tamu.edu/>, a large and widely used set of sparse matrix
benchmarks collected from a wide range of applications.

Fabien Navarro

gasper

Graph Signal Processing

Basile de Loynes

Baptiste Olivier

swissroll function

<dl><dt>N</dt>
<dd>Number of points drawn.</dd>
<dt>seed</dt>
<dd>Optionally specify a RNG seed (for reproducible experiments).</dd>
<dt>a, b</dt>
<dd>Shape parameters.</dd></dl>

Arguments

Swiss roll graph generation — swissroll

<dl>

<dt>N</dt>
<dd>Number of points drawn.</dd>


<dt>seed</dt>
<dd>Optionally specify a RNG seed (for reproducible experiments).</dd>


<dt>a, b</dt>
<dd>Shape parameters.</dd>

</dl>

Get 50% off unlimited learning

swissroll: Swiss roll graph generation

Description

Usage

Value

Arguments

See Also

Examples