Gaussian Random Field generator class. More...

Inheritance diagram for GaussianRandomField.GaussianRandomField:

Collaboration diagram for GaussianRandomField.GaussianRandomField:

Public Member Functions
def	__init__ (self, grid_level, grid_shape=None, grid_dimensions=[1.0, 1.0, 1.0], ndim=2, window_margin=0, sampling_method='fft', verbose=0, **kwargs)

def	setSamplingMethod (self, method, **kwargs)

def	reseed (self, seed=None)
	Reseed pseudo-random number generator. More...

def	sample_noise (self, grid_shape=None)
	Sample noise. More...

def	sample (self, noise=None)
	Sample GRF. More...

Public Attributes
	verbose

	ndim

	all_axes

	grid_shape

	L

	ext_grid_shape
	Extended window (NOTE: extension is done outside) More...

	nvoxels

	DomainSlice

	Covariance
	Covariance. More...

	prng
	Sampling method. More...

	noise_std

	method

	Correlate

Detailed Description

Gaussian Random Field generator class.

Constructor & Destructor Documentation

◆ init()

def GaussianRandomField.GaussianRandomField.__init__	(		self,
			grid_level,
			grid_shape = `None`,
			grid_dimensions = `[1.0,1.0,1.0]`,
			ndim = `2`,
			window_margin = `0`,
			sampling_method = `'fft'`,
			verbose = `0`,
		**	kwargs
	)

Member Function Documentation

◆ reseed()

def GaussianRandomField.GaussianRandomField.reseed	(	self,
		seed = `None`
	)

Reseed pseudo-random number generator.

◆ sample()

def GaussianRandomField.GaussianRandomField.sample	(	self,
		noise = `None`
	)

Sample GRF.

◆ sample_noise()

def GaussianRandomField.GaussianRandomField.sample_noise	(	self,
		grid_shape = `None`
	)

Sample noise.

◆ setSamplingMethod()

def GaussianRandomField.GaussianRandomField.setSamplingMethod	(		self,
			method,
		**	kwargs
	)

Member Data Documentation

◆ all_axes

GaussianRandomField.GaussianRandomField.all_axes

◆ Correlate

GaussianRandomField.GaussianRandomField.Correlate

◆ Covariance

GaussianRandomField.GaussianRandomField.Covariance

Covariance.

◆ DomainSlice

GaussianRandomField.GaussianRandomField.DomainSlice

◆ ext_grid_shape

GaussianRandomField.GaussianRandomField.ext_grid_shape

Extended window (NOTE: extension is done outside)

◆ grid_shape

GaussianRandomField.GaussianRandomField.grid_shape

◆ L

GaussianRandomField.GaussianRandomField.L

◆ method

GaussianRandomField.GaussianRandomField.method

◆ ndim

GaussianRandomField.GaussianRandomField.ndim

◆ noise_std

GaussianRandomField.GaussianRandomField.noise_std

◆ nvoxels

GaussianRandomField.GaussianRandomField.nvoxels

◆ prng

GaussianRandomField.GaussianRandomField.prng

Sampling method.

◆ verbose

GaussianRandomField.GaussianRandomField.verbose

The documentation for this class was generated from the following file:

/home/runner/work/Documentation/Documentation/master/applications/ExaquteSandboxApplication/python_scripts/WindGenerator/GaussianRandomField.py

Public Member Functions

Public Attributes