Shogun

Shogun is an Free software, open source toolbox written in C++. It offers numerous algorithms and data structures for machine learning problems. Shogun is licensed under the terms of the GNU General Public License version 3 or later. The focus of Shogun is on kernel machines such as support vector machines for regression and classification problems. Shogun also offers a full implementation of Hidden Markov models. The core software itself is writ... more

Shogun is an Free software, open source toolbox written in C++. It offers numerous algorithms and data structures for machine learning problems. Shogun is licensed under the terms of the GNU General Public License version 3 or later. The focus of Shogun is on kernel machines such as support vector machines for regression and classification problems. Shogun also offers a full implementation of Hidden Markov models. The core software itself is written in C++ and offers interfaces for MATLAB, Octave, Python and R. Shogun has been under active development since 1999. Today there is a vibrant user community all over the world using Shogun as a base for research and education, and contributing to the core package. Currently Shogun supports the following algorithms: Many different kernels are implemented, ranging from kernels for numerical data (such as gaussian or linear kernels) to kernels on special data (such as strings over certain alphabets). The currently implemented kernels for... less