It has been a year and a half since I wrote the first version of this tutorial and it is time for an update. Knet (pronounced “kay-net”) is the Koç University deep learning framework implemented in Julia by Deniz Yuret and collaborators. It supports construction of high-performance deep learning models in plain Julia by combining automatic differentiation with efficient GPU kernels and memory mana