PyBanshee version (1.0): A Python implementation of the MATLAB toolbox BANSHEE for Non-Parametric Bayesian Networks with updated features

PRTools Version 3 . 0 A Matlab Toolbox for Pattern Recognition

An introduction into the setup, definitions and use of PRTools is given. Readers are assumed to be familiar with Matlab and should have a basic understanding of field of statistical pattern recognition. The Netherlands-2

SOSTOOLS Version 3.00 Sum of Squares Optimization Toolbox for MATLAB

This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR...

Gaussian processes for Bayesian analysis User guide for Matlab toolbox

Matlab Toolbox for Multichannel Blind Deconvolution and Demosaicing version 1.0

Note: This MBD toolbox performs only multichannel blind deconvolution. In order to obtain a full version that includes superresolution please contact the authors of the toolbox. However, one step towards superresolution is included and this is demosaicing of color images in Bayer pattern. Imaging plays a key role in many diverse application areas, such as astronomy, remote sensing, microscopy o...

Non-parametric Bayesian modeling of complex networks

Modeling structure in complex networks using Bayesian non-parametrics makes it possible to specify flexible model structures and infer the adequate model complexity from the observed data. This paper provides a gentle introduction to non-parametric Bayesian modeling of complex networks: Using an infinite mixture model as running example we go through the steps of deriving the model as an infini...