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Description:
airtools 1.2.0
AIRtools
Limited subset of P.C. Hansen and J. S. Jørgensen
AIRtools 1.0
Matlab suite of inversion / regularization tools, along with some ReguTools functions.
Also includes linear constrained least squares solver using cvxopt in lsqlin.py
More function are available in Matlab from
AIRtools 2.
Install
python -m pip install -e .
Usage
Just paste the code from each test into your console for the function
you're interested in. Would you like to submit a pull request for an
inversion example making a cool plot?
picard.py: Picard Plot
kaczmarz.py Kaczmarz ART
maxent.py: Maximum Entropy Regularization (from ReguTools)
rzr.py: remove unused or little used rows from tomographic projection matrix
lsqlin.py: linear constrained least squares solver
matlab/logmart.m: Implementation of log-MART
fortran/logmart.f90: log-MART in Fortran
Examples
tests/test_all.py
Tests
Run a comparison of the Python code with the Matlab code in the matlab directory by:
python airtools/tests/test_octave.py
which runs the Matlab version via
Oct2Py.
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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