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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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带约束的belief propagation的matlab 实现,Matlab implementaion of constrained belief propalgation
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基于可信传播的立体匹配算法(max-product belief propagation,accelerated updating),Based on the credibility of the spread of stereo matching algorithm (max-product belief propagation, accelerated updating)
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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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implementation of belief propagation algorithm in matlab
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协作通信,turbo码链路级仿真,中继采用置信传播算法-Collaborative communications, turbo codes link level simulation, the relay using belief propagation algorithm
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Implementing the Belief Propagation
Algorithm in MATLAB
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Matlab code of Image Completion Using Efficient Belief Propagation Via Priority Scheduling and Dynamic Pruning
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LDPC的软译码算法,BP置信传播算法,用matlab编写-Soft LDPC decoding algorithm, BP belief propagation algorithm, using 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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Belief Propagation译码算法的matlab详细执行说明。-Implementing the Belief Propagation
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the belief propagation algorithm in matlab
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ldpc编译码译码算法包括置信传播和比特翻转还有对数域的置信传播译码算法(LDPC Encoding and decoding algorithms include belief propagation and bit flipping, as well as the log domain belief propagation decoding algorithm)
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置信度传播算法,用于恢复双视点图像中的物体深度(Belief propagation algorithm which is used to recover the depth of objects in dual view images)
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