This is an implementation of the Extreme Value Machine by Rudd et al., with minor changes from the original work.

Dependencies:

numpy libmr scikit-learn scipy

These can be installed via:

pip install numpy pip install libmr pip install scikit-learn pip install scipy

Please feel free to use this code for whatever purposes you see fit. We only ask that you cite the following paper:

@article{rudd2018extreme, title={The extreme value machine}, author={Rudd, Ethan M and Jain, Lalit P and Scheirer, Walter J and Boult, Terrance E}, journal={IEEE transactions on pattern analysis and machine intelligence}, volume={40}, number={3}, pages={762--768}, year={2018}, publisher={IEEE} }