jiankangren / extremevaluemachine

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

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} }