kameleon-mcmc:内核自适应 Metropolis-Hastings 代码
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2021-07-03
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kameleon-mcmc:内核自适应 Metropolis-Hastings 代码 （175个子文件） 
madelon_train.data 3.82MB agaricus-lepiota.data 365KB pima-indians-diabetes.data 23KB glass.data 12KB .gitignore 44B madelon_train.labels 5KB usps3vs5.mat 788KB README.md 988B agaricus-lepiota.names 7KB glass.names 3KB pima-indians-diabetes.names 3KB SingleChainExperimentAggregator.py 11KB DiscreteRandomWalkProposalUnitTest.py 11KB AddDelSwapProposalUnitTest.py 10KB initial_comparison_discrete.py 9KB DiscreteKameleonUnitTest.py 9KB AddDelSwapProposal.py 8KB HypercubeKernelUnitTest.py 8KB GibbsGaussianTwoSampleTest.py 7KB FullConditionals.py 7KB BernoulliUnitTest.py 6KB LaplaceApproximation.py 6KB PlottingOutput.py 6KB true_mmd_samples.py 6KB create_comparison_plots.py 6KB Visualise.py 6KB DiscreteRandomWalkProposal.py 5KB GFunction.py 5KB AdaptiveMetropolisPCA.py 5KB Kernel.py 5KB Flower.py 5KB ConvergenceStats.py 5KB GPData.py 5KB LaplaceApproximationTests.py 5KB Hopfield.py 5KB ExperimentAggregator.py 4KB MaternKernel.py 4KB GaussianFullConditionals.py 4KB DiscreteKameleon.py 4KB MCMCSampler.py 4KB AutoRegressiveKernel.py 4KB glass_ard.py 4KB MCMCChain.py 4KB Gaussian.py 4KB glass_ard_ground_truth.py 4KB GMMMetropolis.py 4KB GaussianProcess.py 4KB HypercubeKernel.py 4KB InfluenceCombinationUnitTest.py 4KB DiscreteKameleonHopfieldTest.py 4KB InfluenceCombination.py 4KB MixtureDistribution.py 3KB banana_8_big.py 3KB mushroom_ard_ground_truth.py 3KB banana_8_small.py 3KB banana_100_big.py 3KB Bernoulli.py 3KB create_figures.py 3KB mean_and_mmd_convergence.py 3KB AdaptiveMetropolis.py 3KB flower.py 3KB pima_gaussian_ard.py 3KB circle_rect_hybrid_gaussian_ard.py 3KB BrownianKernel.py 3KB glass_gaussian_ard.py 3KB Banana.py 3KB madelon_gaussian_ard.py 3KB HopfieldFullConditionals.py 3KB Experiment.py 3KB PseudoMarginalHyperparameterDistributionDiffusion.py 3KB ring.py 3KB ClusterTools.py 3KB mushroonm_diffusion_ard.py 3KB mushroonm_diffusion_ard_ground_truth.py 3KB GibbsGaussianFullConditionalTest.py 3KB DiscretePlottingOutput.py 3KB StandardMetropolisDiscrete.py 3KB BernoulliFullConditionals.py 3KB GaussianKernel.py 3KB DiscreteKameleonBernoulliTest.py 3KB HelperFunctionsUnitTest.py 3KB GibbsHopfieldFullConditionalsTest.py 3KB GibbsBernoulliTest.py 3KB Gibbs.py 3KB PseudoMarginalHyperparameterDistribution.py 3KB KameleonPCA.py 3KB ConvergenceStatsUnitTest.py 3KB plot_mmds.py 2KB banana_8_small_local_AdaptiveMetropolis.py 2KB banana_8_big_local.py 2KB banana_8_small_local_KameleonWindowLearnScale.py 2KB banana_8_small_local_StandardMetropolis.py 2KB banana_8_small_local_AdaptiveMetropolisLearnScale.py 2KB banana_8_big_local_StandardMetropolis.py 2KB banana_8_big_local_AdaptiveMetropolisLearnScale.py 2KB banana_8_big_local_KameleonWindowLearnScale.py 2KB banana_8_big_local_AdaptiveMetropolis.py 2KB GroundTruthSingleChainExperimentAggregator.py 2KB HelperFunctions.py 2KB flower_local_AdaptiveMetropolisLearnScale.py 2KB共 175 条
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