added evm.py

Author: Ethan

README.md

@@ -1,2 +1,30 @@
-# ExtremeValueMachine
 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}
+}
+