Shypd.aiThe largest open index of AI toolsPRMLT is an open-source Matlab package that implements machine learning algorithms described in the book "Pattern Recognition and Machine Learning" by C. Bishop. It is self-contained and written purely in Matlab, requiring Matlab R2016b or later.
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PRMLT is a Matlab package designed to implement machine learning algorithms as detailed in C. Bishop's influential textbook, "Pattern Recognition and Machine Learning" (PRML). This open-source package is entirely written in Matlab, ensuring it is self-contained with no external dependencies beyond Matlab itself. It requires Matlab R2016b or a later version, specifically utilizing features like implicit expansion (broadcasting) and requiring the Statistics and Image Processing Toolboxes for certain functionalities. The design prioritizes succinctness, efficiency through vectorization and matrix factorization, numerical robustness, and readability with heavy commenting and formula annotations. It aims to be practical for ML research, with many functions already widely used.
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