文件名称:MCMC-master
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利用RNF深度学习网络结构实现MCMC算法(Using RNF deep learning network structure to implement MCMC algorithm)
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下载文件列表
MCMC-master/
MCMC-master/.gitignore
MCMC-master/LICENSE
MCMC-master/README.md
MCMC-master/mcmc.pdf
MCMC-master/requirement/
MCMC-master/requirement/Bishop - Pattern Recognition and Machine Learning.pdf
MCMC-master/requirement/ICML16_Partition Functions from Rao-Blackwellized Tempered Sampling.pdf
MCMC-master/requirement/LiuJun2001_Monte Carlo Strategies In Scientific Computing_cover.pdf
MCMC-master/requirement/Optimally adjusted mixture sampling and locally weighted histogram.pdf
MCMC-master/requirement/Project报告撰写建议.pdf
MCMC-master/requirement/Ruslan_phdthesis.pdf
MCMC-master/requirement/nips15-training-restricted-boltzmann-machine-via-the-thouless-anderson-palmer-free-energy.pdf
MCMC-master/requirement/project1题目.pdf
MCMC-master/requirement/林元烈书《应用随机过程》MCMC.pdf
MCMC-master/src/
MCMC-master/src/MH/
MCMC-master/src/MH/.Rhistory
MCMC-master/src/MH/acc_sdt.eps
MCMC-master/src/MH/metropolis_hasting.R
MCMC-master/src/MH/reference/
MCMC-master/src/MH/reference/QMCMC_09.pdf
MCMC-master/src/MH/reference/implementation_code_ref/
MCMC-master/src/MH/reference/implementation_code_ref/cp5.pdf
MCMC-master/src/MH/reference/implementation_code_ref/cp5sol.R
MCMC-master/src/MH/reference/implementation_code_ref/cp5sol.pdf
MCMC-master/src/MH/reference/implementation_code_ref/cp5sol.py
MCMC-master/src/MH/reference/info/
MCMC-master/src/MH/reference/info/MH_explained.pdf
MCMC-master/src/MH/reference/info/methastings_student.pdf
MCMC-master/src/MH/reference/info/马尔可夫链蒙特卡罗算法.pdf
MCMC-master/src/MH/reference/optimal_st_T/
MCMC-master/src/MH/reference/optimal_st_T/euclid.aoap.1034625254.pdf
MCMC-master/src/MH/reference/optimal_st_T/rwm.final.pdf
MCMC-master/src/MH/reference/understanding_metropholis_hastings.pdf
MCMC-master/src/MH/sample_result.eps
MCMC-master/src/partition/
MCMC-master/src/partition/AIS.m
MCMC-master/src/partition/RTS.m
MCMC-master/src/partition/TAP.m
MCMC-master/src/partition/ais_sampling.m
MCMC-master/src/partition/calculate_logprob.m
MCMC-master/src/partition/data/
MCMC-master/src/partition/data/h10.mat
MCMC-master/src/partition/data/h100.mat
MCMC-master/src/partition/data/h20.mat
MCMC-master/src/partition/data/h500.mat
MCMC-master/src/partition/data/mnist/
MCMC-master/src/partition/data/mnist/t10k-images-idx3-ubyte
MCMC-master/src/partition/data/mnist/t10k-labels-idx1-ubyte
MCMC-master/src/partition/data/mnist/train-images-idx3-ubyte
MCMC-master/src/partition/data/mnist/train-labels-idx1-ubyte
MCMC-master/src/partition/data/test.mat
MCMC-master/src/partition/data/train.mat
MCMC-master/src/partition/draw_ais.m
MCMC-master/src/partition/logsum.m
MCMC-master/src/partition/main.m
MCMC-master/src/partition/reference/
MCMC-master/src/partition/reference/code_AIS/
MCMC-master/src/partition/reference/code_AIS/RBM_AIS.m
MCMC-master/src/partition/reference/code_AIS/README.txt
MCMC-master/src/partition/reference/code_AIS/base_rate.m
MCMC-master/src/partition/reference/code_AIS/calculate_logprob.m
MCMC-master/src/partition/reference/code_AIS/calculate_true_partition.m
MCMC-master/src/partition/reference/code_AIS/converter.m
MCMC-master/src/partition/reference/code_AIS/demo_rbm.m
MCMC-master/src/partition/reference/code_AIS/demo_toy.m
MCMC-master/src/partition/reference/code_AIS/free_energy.m
MCMC-master/src/partition/reference/code_AIS/logdiff.m
MCMC-master/src/partition/reference/code_AIS/logsum.m
MCMC-master/src/partition/reference/code_AIS/makebatches.m
MCMC-master/src/partition/reference/code_AIS/mnistdisp.m
MCMC-master/src/partition/reference/code_AIS/mnistvh_CD25.mat
MCMC-master/src/partition/reference/code_AIS/rbm.m
MCMC-master/src/partition/reference/rbm_ref/
MCMC-master/src/partition/reference/rbm_ref/autoencoder.pdf
MCMC-master/src/partition/reference/rbm_ref/rbm.pdf
MCMC-master/src/partition/reference/sampling_ref/
MCMC-master/src/partition/reference/sampling_ref/PhysRevLett.3.77-2.pdf
MCMC-master/src/partition/reference/sampling_ref/PhysRevLett.78.2690.pdf
MCMC-master/src/partition/reference/sampling_ref/ais-rev.pdf
MCMC-master/src/partition/run.m
MCMC-master/tex/
MCMC-master/tex/AIS.tex
MCMC-master/tex/Introduction.tex
MCMC-master/tex/Metropolis_hastings.tex
MCMC-master/tex/RBM.tex
MCMC-master/tex/RTS.tex
MCMC-master/tex/Relatedwork.tex
MCMC-master/tex/TAP.tex
MCMC-master/tex/acmcopyright.sty
MCMC-master/tex/figure/
MCMC-master/tex/figure/AIS_results/
MCMC-master/tex/figure/AIS_results/ais_result.eps
MCMC-master/tex/figure/AIS_results/ais_result.fig
MCMC-master/tex/figure/TAP_results/
MCMC-master/tex/figure/TAP_results/mvmh_10.eps
MCMC-master/tex/figure/TAP_results/mvmh_10.fig
MCMC-master/tex/figure/TAP_results/mvmh_100.eps
MCMC-master/tex/figure/TAP_results/mvmh_100.fig
MCMC-master/tex/figure/TAP_results/mvmh_20.eps
MCMC-master/tex/figure/TAP_results/mvmh_20.fig
MCMC-master/tex/figure/TAP_results/mvmh_500.eps
MCMC-master/tex/figure/TAP_results/mvmh_500.fig
MCMC-master/tex/figure/acc_sdt.eps
MCMC-master/tex/figure/rbm.png
MCMC-master/tex/figure/sample_result.eps
MCMC-master/tex/figure/xkxk1.png
MCMC-master/tex/head-full.pdf
MCMC-master/tex/head-full.tex
MCMC-master/tex/numresults.tex
MCMC-master/tex/ref.bib
MCMC-master/tex/sig
MCMC-master/.gitignore
MCMC-master/LICENSE
MCMC-master/README.md
MCMC-master/mcmc.pdf
MCMC-master/requirement/
MCMC-master/requirement/Bishop - Pattern Recognition and Machine Learning.pdf
MCMC-master/requirement/ICML16_Partition Functions from Rao-Blackwellized Tempered Sampling.pdf
MCMC-master/requirement/LiuJun2001_Monte Carlo Strategies In Scientific Computing_cover.pdf
MCMC-master/requirement/Optimally adjusted mixture sampling and locally weighted histogram.pdf
MCMC-master/requirement/Project报告撰写建议.pdf
MCMC-master/requirement/Ruslan_phdthesis.pdf
MCMC-master/requirement/nips15-training-restricted-boltzmann-machine-via-the-thouless-anderson-palmer-free-energy.pdf
MCMC-master/requirement/project1题目.pdf
MCMC-master/requirement/林元烈书《应用随机过程》MCMC.pdf
MCMC-master/src/
MCMC-master/src/MH/
MCMC-master/src/MH/.Rhistory
MCMC-master/src/MH/acc_sdt.eps
MCMC-master/src/MH/metropolis_hasting.R
MCMC-master/src/MH/reference/
MCMC-master/src/MH/reference/QMCMC_09.pdf
MCMC-master/src/MH/reference/implementation_code_ref/
MCMC-master/src/MH/reference/implementation_code_ref/cp5.pdf
MCMC-master/src/MH/reference/implementation_code_ref/cp5sol.R
MCMC-master/src/MH/reference/implementation_code_ref/cp5sol.pdf
MCMC-master/src/MH/reference/implementation_code_ref/cp5sol.py
MCMC-master/src/MH/reference/info/
MCMC-master/src/MH/reference/info/MH_explained.pdf
MCMC-master/src/MH/reference/info/methastings_student.pdf
MCMC-master/src/MH/reference/info/马尔可夫链蒙特卡罗算法.pdf
MCMC-master/src/MH/reference/optimal_st_T/
MCMC-master/src/MH/reference/optimal_st_T/euclid.aoap.1034625254.pdf
MCMC-master/src/MH/reference/optimal_st_T/rwm.final.pdf
MCMC-master/src/MH/reference/understanding_metropholis_hastings.pdf
MCMC-master/src/MH/sample_result.eps
MCMC-master/src/partition/
MCMC-master/src/partition/AIS.m
MCMC-master/src/partition/RTS.m
MCMC-master/src/partition/TAP.m
MCMC-master/src/partition/ais_sampling.m
MCMC-master/src/partition/calculate_logprob.m
MCMC-master/src/partition/data/
MCMC-master/src/partition/data/h10.mat
MCMC-master/src/partition/data/h100.mat
MCMC-master/src/partition/data/h20.mat
MCMC-master/src/partition/data/h500.mat
MCMC-master/src/partition/data/mnist/
MCMC-master/src/partition/data/mnist/t10k-images-idx3-ubyte
MCMC-master/src/partition/data/mnist/t10k-labels-idx1-ubyte
MCMC-master/src/partition/data/mnist/train-images-idx3-ubyte
MCMC-master/src/partition/data/mnist/train-labels-idx1-ubyte
MCMC-master/src/partition/data/test.mat
MCMC-master/src/partition/data/train.mat
MCMC-master/src/partition/draw_ais.m
MCMC-master/src/partition/logsum.m
MCMC-master/src/partition/main.m
MCMC-master/src/partition/reference/
MCMC-master/src/partition/reference/code_AIS/
MCMC-master/src/partition/reference/code_AIS/RBM_AIS.m
MCMC-master/src/partition/reference/code_AIS/README.txt
MCMC-master/src/partition/reference/code_AIS/base_rate.m
MCMC-master/src/partition/reference/code_AIS/calculate_logprob.m
MCMC-master/src/partition/reference/code_AIS/calculate_true_partition.m
MCMC-master/src/partition/reference/code_AIS/converter.m
MCMC-master/src/partition/reference/code_AIS/demo_rbm.m
MCMC-master/src/partition/reference/code_AIS/demo_toy.m
MCMC-master/src/partition/reference/code_AIS/free_energy.m
MCMC-master/src/partition/reference/code_AIS/logdiff.m
MCMC-master/src/partition/reference/code_AIS/logsum.m
MCMC-master/src/partition/reference/code_AIS/makebatches.m
MCMC-master/src/partition/reference/code_AIS/mnistdisp.m
MCMC-master/src/partition/reference/code_AIS/mnistvh_CD25.mat
MCMC-master/src/partition/reference/code_AIS/rbm.m
MCMC-master/src/partition/reference/rbm_ref/
MCMC-master/src/partition/reference/rbm_ref/autoencoder.pdf
MCMC-master/src/partition/reference/rbm_ref/rbm.pdf
MCMC-master/src/partition/reference/sampling_ref/
MCMC-master/src/partition/reference/sampling_ref/PhysRevLett.3.77-2.pdf
MCMC-master/src/partition/reference/sampling_ref/PhysRevLett.78.2690.pdf
MCMC-master/src/partition/reference/sampling_ref/ais-rev.pdf
MCMC-master/src/partition/run.m
MCMC-master/tex/
MCMC-master/tex/AIS.tex
MCMC-master/tex/Introduction.tex
MCMC-master/tex/Metropolis_hastings.tex
MCMC-master/tex/RBM.tex
MCMC-master/tex/RTS.tex
MCMC-master/tex/Relatedwork.tex
MCMC-master/tex/TAP.tex
MCMC-master/tex/acmcopyright.sty
MCMC-master/tex/figure/
MCMC-master/tex/figure/AIS_results/
MCMC-master/tex/figure/AIS_results/ais_result.eps
MCMC-master/tex/figure/AIS_results/ais_result.fig
MCMC-master/tex/figure/TAP_results/
MCMC-master/tex/figure/TAP_results/mvmh_10.eps
MCMC-master/tex/figure/TAP_results/mvmh_10.fig
MCMC-master/tex/figure/TAP_results/mvmh_100.eps
MCMC-master/tex/figure/TAP_results/mvmh_100.fig
MCMC-master/tex/figure/TAP_results/mvmh_20.eps
MCMC-master/tex/figure/TAP_results/mvmh_20.fig
MCMC-master/tex/figure/TAP_results/mvmh_500.eps
MCMC-master/tex/figure/TAP_results/mvmh_500.fig
MCMC-master/tex/figure/acc_sdt.eps
MCMC-master/tex/figure/rbm.png
MCMC-master/tex/figure/sample_result.eps
MCMC-master/tex/figure/xkxk1.png
MCMC-master/tex/head-full.pdf
MCMC-master/tex/head-full.tex
MCMC-master/tex/numresults.tex
MCMC-master/tex/ref.bib
MCMC-master/tex/sig
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