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The package includes 3 Matlab-interfaces to the c-code:
1. inference.m
An interface to the full inference package, includes several methods for
approximate inference: Loopy Belief Propagation, Generalized Belief
Propagation, Mean-Field
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belief propagation algrithm
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Gaussian belief propagation code in matlab.
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Belief Propagation (BP) Implementations
gabp.m, run_gabp.m => Gaussian BP - parallel version
asynch_GBP.m => Gaussian BP - serial version
sparse_gabp.m, run_sparse_gabp.m => Gaussian BP - sparse version, optimized, tested on sparse
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Nonparametric belief propagation implementation
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Implementing the Belief Propagation
Algorithm in MATLAB
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Markov random field, belief propagation
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压缩感知中置信传播和马尔可夫随机场的全部源代码-Compressed sensing belief propagation and Markov random field full source code
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置信传播算法的实现代码,用JAVA和Matlab结合的方法实现,在Matlab中可以调用Java实现的程序。-Code for belief propagation. It employs the programming language of Java and Matlab.
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