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[Other resourcec_inference_ver2.2

Description: 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 approximation, and 4 monte-carlo sampling methods (Metropolis, Gibbs, Wolff, Swendsen-Wang). Use \"help inference\" from Matlab to see all options for usage. 2. gbp_preprocess.m and gbp.m These 2 interfaces split Generalized Belief Propagation into the pre-process stage (gbp_preprocess.m) and the inference stage (gbp.m), so the user may use only one of them, or changing some parameters in between. Use \"help gbp_preprocess\" and \"help gbp\" from Matlab. 3. simulatedAnnealing.m An interface to the simulated-annealing c-code. This code uses Metropolis sampling method, the same one used for inference. Use \"help simulatedAnnealing\" from Matlab.
Platform: | Size: 83944 | Author: bevin | Hits:

[Algorithmc_inference_ver2.2

Description: 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 approximation, and 4 monte-carlo sampling methods (Metropolis, Gibbs, Wolff, Swendsen-Wang). Use "help inference" from Matlab to see all options for usage. 2. gbp_preprocess.m and gbp.m These 2 interfaces split Generalized Belief Propagation into the pre-process stage (gbp_preprocess.m) and the inference stage (gbp.m), so the user may use only one of them, or changing some parameters in between. Use "help gbp_preprocess" and "help gbp" from Matlab. 3. simulatedAnnealing.m An interface to the simulated-annealing c-code. This code uses Metropolis sampling method, the same one used for inference. Use "help simulatedAnnealing" from Matlab.
Platform: | Size: 83968 | Author: bevin | Hits:

[AI-NN-PRLBP

Description: loopy belief propagation 算法-loopy belief propagation algorithm
Platform: | Size: 517120 | Author: 陈蕾英 | Hits:

[OtherLoopy-Belief-Propagation

Description: Loopy Belief Propagation 机器学习教程-Loopy Belief Propagation
Platform: | Size: 185344 | Author: yyq | Hits:

[matlabLoopy-BP-for-Stereo-Matching

Description: This code perform stereo matching process under Markov Random Field and Loopy Belief Propagation.
Platform: | Size: 353280 | Author: peymanr | Hits:

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