SHARK is a fast, modular, feature-rich open-source C++ machine learning library that provides methods for linear and nonlinear optimization, kernel-based learning algorithms, neural networks, and various other machine learning techniques and is compatible with Windows, Solaris, MacOS X, and Linux.