Pattern Recognition and Machine Learning Toolbox

Description This package is a matlab implementation of the algorithms described in the book: Pattern Recognition and Machine Learning by C. Bishop (PRML)The goal of the code are as follows:Clean: making the code as succinct as possible, which means, there are little nasty guarding code that distracts reader’s attention so that the core of the algorithms can be easily spot.Efficient: utilizing matlab vectorization trick as much as possible to make the function fast. Many functions are even comparable with C implementation. Usually, functions in this package are orders faster than matlab builtin functions which provide same functionality (such as kmeans). If anyone found any matlab implementation which is faster than mine, I am happy to further optimize.Robust: many numerical stability techniques are applied, such as probability computation in log scale…


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