Before revision: We present ElPiGraph, a method for approximating data distributions having non-trivial topological features such as the existence of excluded regionsor branching structures.
After revision: Large datasets represented by multidimensional data point clouds often possess non-trivial topological features such as the existence of excluded regionsor branching structures.