YARD is a Python package for drawing ROC curves. It lets you draw precision-recall, accumulation and concentrated ROC (CROC) curves, sensitivity-specificity plots, F-score curves and calculate the AUC (area under curve) statistics. The significance of differences between AUC scores can also be tested using paired permutation tests.