This repository (obtain source code here) provides ready-to-use software for high-dimensional neural network potentials in computational physics and chemistry. The methodology behind the Behler-Parinello neural network potentials was first described here: J. Behler and M. Parrinello, Phys. Rev. Lett. 98, 146401 (2007)