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pseudopy 1.2.0

Compute and visualize pseudospectra of matrices (like eigtool)

Latest Version: 1.2.1

# PseudoPy [![Build Status]https://travis-ci.org/andrenarchy/pseudopy.png?branch=master]https://travis-ci.org/andrenarchy/pseudopy

PseudoPy computes and visualizes the pseudospectrum of a matrix. It is a Python version of the original [eigtool]http://www.cs.ox.ac.uk/pseudospectra/eigtool/ by Thomas G. Wright. The algorithms used in this package can be found in the book [Spectra and pseudospectra]http://press.princeton.edu/titles/8113.html by [Nick Trefethen]http://www.maths.ox.ac.uk/people/profiles/nick.trefethen and [Mark Embree]http://www.caam.rice.edu/~embree/)

## Example
The pseudospectrum of the Grcar matrix looks like this:

![Pseudospectrum of Grcar matrix](grcar.png)

If no knowledge about the location of the pseudospectrum of the given matrix is available, the following lines of code can be used to obtain an approximation:
```python
from pseudopy import NonnormalAuto, demo
from matplotlib import pyplot
from scipy.linalg import eigvals

# get Grcar matrix
A = demo.grcar(32).todense()

# compute pseudospectrum for the levels of interest between [1e-5, 1]
pseudo = NonnormalAuto(A, 1e-5, 1)

# plot
pseudo.plot([10**k for k in range(-4, 0)], spectrum=eigvals(A))
pyplot.show()
```

## Installation
```pip install pseudopy```

Note that you may need to add `sudo` if you want to install it system-wide.

## License
PseudoPy is free software licensed under the [MIT License]http://opensource.org/licenses/mit-license.php)  
File Type Py Version Uploaded on Size
pseudopy-1.2.0.tar.gz (md5) Source 2014-04-08 7KB
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