Multi-Objective Area Under Curve in Python
An implementation of the MAUC measure from Hand & Till's 2001 paper "A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems". This algorithm has been implemented in R in the HandTill2001 package, as well as pROC, but this is the first (that I can tell) readily available Python implementation.
Citations: Hand, David J., and Robert J. Till. "A simple generalisation of the area under the ROC curve for multiple class classification problems." Machine learning 45.2 (2001): 171-186.