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pyeit

A python-based, open-source package for Electrical Impedance Tomography (EIT)

Dependencies:

  • numpy (tested with numpy-1.10.4)
  • scipy (tested with scipy-0.17.0)
  • matplotlib (tested with matplotlib-1.5.1)
  • pandas (tested with pandas-0.17.1)
  • xarray (optional, for large scale data analysis)
  • distmesh or meshpy (both are optional), it currently has a build-in distmesh2d module
  • tetgen (optional) for generating 3D meshes

The distribution Anaconda from continuum is suggested to be used with this package.

Currently suppots:

  • 2D forward and inverse computing of EIT
  • Reconstruction algorithms : Gauss-Newton solver (JAC), Back-projection (BP), 2D GREIT
  • 2D visualization code

Demos

Todos

  • Add support for 3D forward and inverse computing
  • Port iso2mesh to python, and use MRI data as input for 3D mesh generation
  • More algorithms and data pre-processing modules

Version

  • alpha, 2016-03-07