Simple package to symmetric generate random field.
Project description
FyeldGenerator repository
This package provides with a quick way of generating random field having a specified power spectrum.
Example
from FyeldGenerator import generate_field import matplotlib.pyplot as plt import numpy as np # Helper that generates power-law power spectrum def Pkgen(n): def Pk(k): return np.power(k, -n) return Pk # Draw samples from a normal distribution def distrib(shape): a = np.random.normal(loc=0, scale=1, size=shape) b = np.random.normal(loc=0, scale=1, size=shape) return a + 1j * b shape = (512, 512) field = generate_field(distrib, Pkgen(2), shape) plt.imshow(field, cmap="seismic")
Install
It is now on pypi! For the "official" release, use:
pip install FyeldGenerator
For the latest release:
pip install -e git+https://github.com/cphyc/FyeldGenerator.git#egg=FyeldGenerator
License
This work is licensed under the CC-BY-SA license. You are allowed to copy, modify and distribute it as long as you keed the license. See more in the LICENSE file.
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