The neighbor-net algorithm is used in computational biology and linguistics to recover split net-works from dissimilarity maps. I will give an introduction to the algorithm and explain the related mathematics (circular decomposable metrics, Kalmanson conditions, etc.). I will explain why the output of the algorithm is statistically consistent, and stable under small perturbations. Also, I will...