文件名称:c_inference_ver2.2
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介绍说明－－下载内容均来自于网络，请自行研究使用
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.
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.
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下载文件列表
c_inference_ver2.2
..................\adjCell2Mat.m
..................\adjMat2Cell.m
..................\CalculateEnergy.m
..................\cform2SparseCell.m
..................\chooseInteger.m
..................\c_inference
..................\...........\compileInference.m
..................\...........\compileSimAnneal.m
..................\...........\c_factor_gbp.cpp
..................\...........\c_full_factor_gbp.cpp
..................\...........\c_gbp.cpp
..................\...........\c_gbp_preprocess.cpp
..................\...........\c_inference.cpp
..................\...........\definitions.h
..................\...........\fillMethods.cpp
..................\...........\fillMethods.h
..................\...........\GBP.cpp
..................\...........\GBP.h
..................\...........\gbpPreProc.cpp
..................\...........\GBPPreProcessor.cpp
..................\...........\GBPPreProcessor.h
..................\...........\Gibbs.cpp
..................\...........\Gibbs.h
..................\...........\InferenceAlgorithm.cpp
..................\...........\InferenceAlgorithm.h
..................\...........\LogGBP.cpp
..................\...........\LogGBP.h
..................\...........\LogLoopy.cpp
..................\...........\LogLoopy.h
..................\...........\LogLoopySTime.cpp
..................\...........\LogLoopySTime.h
..................\...........\LogMeanField.cpp
..................\...........\LogMeanField.h
..................\...........\LogPairsGBP.cpp
..................\...........\LogPairsGBP.h
..................\...........\Loopy.cpp
..................\...........\Loopy.h
..................\...........\LoopySTime.cpp
..................\...........\LoopySTime.h
..................\...........\MathFunctions.h
..................\...........\MeanField.cpp
..................\...........\MeanField.h
..................\...........\Metropolis.cpp
..................\...........\Metropolis.h
..................\...........\MonteCarlo.cpp
..................\...........\MonteCarlo.h
..................\...........\MRF.cpp
..................\...........\MRF.h
..................\...........\PairsGBP.cpp
..................\...........\PairsGBP.h
..................\...........\PottsMRF.cpp
..................\...........\PottsMRF.h
..................\...........\Region.cpp
..................\...........\Region.h
..................\...........\RegionLevel.cpp
..................\...........\RegionLevel.h
..................\...........\sim_anneal.cpp
..................\...........\SwendsenWang.cpp
..................\...........\SwendsenWang.h
..................\...........\Wolff.cpp
..................\...........\Wolff.h
..................\factor_gbp.m
..................\full_factor_gbp.m
..................\gbp.m
..................\gbp_preprocess.m
..................\inference.m
..................\MANUAL
..................\psiSqueezeCell.m
..................\rhoMat.m
..................\simulatedAnnealing.m
..................\adjCell2Mat.m
..................\adjMat2Cell.m
..................\CalculateEnergy.m
..................\cform2SparseCell.m
..................\chooseInteger.m
..................\c_inference
..................\...........\compileInference.m
..................\...........\compileSimAnneal.m
..................\...........\c_factor_gbp.cpp
..................\...........\c_full_factor_gbp.cpp
..................\...........\c_gbp.cpp
..................\...........\c_gbp_preprocess.cpp
..................\...........\c_inference.cpp
..................\...........\definitions.h
..................\...........\fillMethods.cpp
..................\...........\fillMethods.h
..................\...........\GBP.cpp
..................\...........\GBP.h
..................\...........\gbpPreProc.cpp
..................\...........\GBPPreProcessor.cpp
..................\...........\GBPPreProcessor.h
..................\...........\Gibbs.cpp
..................\...........\Gibbs.h
..................\...........\InferenceAlgorithm.cpp
..................\...........\InferenceAlgorithm.h
..................\...........\LogGBP.cpp
..................\...........\LogGBP.h
..................\...........\LogLoopy.cpp
..................\...........\LogLoopy.h
..................\...........\LogLoopySTime.cpp
..................\...........\LogLoopySTime.h
..................\...........\LogMeanField.cpp
..................\...........\LogMeanField.h
..................\...........\LogPairsGBP.cpp
..................\...........\LogPairsGBP.h
..................\...........\Loopy.cpp
..................\...........\Loopy.h
..................\...........\LoopySTime.cpp
..................\...........\LoopySTime.h
..................\...........\MathFunctions.h
..................\...........\MeanField.cpp
..................\...........\MeanField.h
..................\...........\Metropolis.cpp
..................\...........\Metropolis.h
..................\...........\MonteCarlo.cpp
..................\...........\MonteCarlo.h
..................\...........\MRF.cpp
..................\...........\MRF.h
..................\...........\PairsGBP.cpp
..................\...........\PairsGBP.h
..................\...........\PottsMRF.cpp
..................\...........\PottsMRF.h
..................\...........\Region.cpp
..................\...........\Region.h
..................\...........\RegionLevel.cpp
..................\...........\RegionLevel.h
..................\...........\sim_anneal.cpp
..................\...........\SwendsenWang.cpp
..................\...........\SwendsenWang.h
..................\...........\Wolff.cpp
..................\...........\Wolff.h
..................\factor_gbp.m
..................\full_factor_gbp.m
..................\gbp.m
..................\gbp_preprocess.m
..................\inference.m
..................\MANUAL
..................\psiSqueezeCell.m
..................\rhoMat.m
..................\simulatedAnnealing.m