perimosocordiae / ManifoldWarping

Code for the AAAI 2012 Manifold Warping paper: http://people.cs.umass.edu/~ccarey/pubs/ManifoldWarping.pdf

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ManifoldWarping

Code for the AAAI 2012 Manifold Warping paper

There are two independent implementations here, in Python and Matlab.

Python Notes

Depends on numpy, scipy, matplotlib, and scikit-learn.

Run python test.py to make sure everything works as intended, then python demo.py to see (most of) the aligners in action.

Matlab Notes

All dependencies are included. To get started, run the setup.m script, which will attempt to compile any MEX functions and adds support code to the matlab path.

To run the example code, try manifold_warping_test.m and test_semisupervised.m.

All of the alignment methods are implemented in the Alignment directory.

About

Code for the AAAI 2012 Manifold Warping paper: http://people.cs.umass.edu/~ccarey/pubs/ManifoldWarping.pdf


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Language:MATLAB 57.1%Language:Python 35.0%Language:C++ 7.9%