pytrax

A random walk for estimating the toruosity tensor of images


Keywords
biological-simulations, physics-simulation, porous-media, random-walk
License
MIT
Install
pip install pytrax==0.1.2

Documentation

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Overview of pytrax

pytrax is an implementation of a random walk to calculate the tortuosity tensor of images.

Example Usage

The following code block illustrates how to use pytrax to perform a random walk simulation in open space, view the results and plot the mean square displacement to get the tortuosity:

>>> import pytrax as pt
>>> import numpy as np
>>> image = np.ones([3, 3])
>>> rw = pt.RandomWalk(image)
>>> rw.run(1000, 1000)
>>> rw.plot_walk_2d()
>>> rw.calc_msd()
>>> rw.plot_msd()