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Sampler Faure [Fau82]

Description

The Faure sequence (2D only). For a more precise description of this sampler and its performances in terms of aliasing and discrepancy, please refer to the following web bundle https://liris.cnrs.fr/ldbn/HTML_bundle/index.html.

Files

src/samplers/Faure.cpp  
include/utk/samplers/SamplerFaure.hpp

Usage


Faure sampler
Usage: ./Faure [OPTIONS]

Options:
  -h,--help                   Print this help message and exit
  -n UINT REQUIRED            Number of points
  -d UINT REQUIRED            Dimensions
  -s,--seed UINT              UNUSED ! Here for compatibility with others.
  -m UINT [1]                 Number of pointsets
  -o,--out TEXT [out.dat]     Output file (format). {i} splits outputs in multiple files and token is replaced by index.
  --silent                    Silence UTK logs

#include <utk/utils/PointsetIO.hpp>
#include <utk/utils/Pointset.hpp>
#include <utk/samplers/SamplerFaure.hpp>

int main()
{
    utk::Pointset<double> pts;
    utk::SamplerFaure faure(2 /* dimension */);

    // Check for no errors
    if (faure.generateSamples(pts, 1024 /* Number of points */))
    {
        write_text_pointset("faure2d.dat", pts);
    }
}

import pyutk

faure = pyutk.Faure(d=2)
samples = faure.sample(1024) # This is a numpy array !

Results

License

See Licence.md file. Author code is provided with the following license :

GNU LGPL, code from https://people.sc.fsu.edu/~jburkardt/cpp_src/faure/faure.html