Deep Learning for Physicists

Abstract

Basic concept and few advanced topics of deep learning are reviewed. We explain supervised machine learning, neural nets, optimization with SGD, theoretical reason to make network deep, adversarial nets, an open question on generalization, and deep learning libraries.