pysgmcmc-master.zip （94个子文件） 
pysgmcmc-master 
setup.py 1KB .gitignore 1KB
requirements.txt 141B .readthedocs.yml 103B .travis.yml 324B MANIFEST.in 96B pysgmcmc diagnostics model_diagnostics.py 71B sampler_diagnostics.py 6KB sample_chains.py 13KB __init__.py 238B objective_functions.py 8KB Makefile 1KB __init__.py 0B models bayesian_neural_network.py 21KB __init__.py 285B base_model.py 4KB tensor_utils.py 19KB stepsize_schedules.py 2KB samplers base_classes.py 16KB __init__.py 255B relativistic_sghmc.py 8KB sghmc.py 10KB svgd.py 7KB sgld.py 8KB tests hpolib __init__.py 0B test_tensor_utils.py 5KB data bayesian_neural_network_priors weights.npy 88B log_variance.npy 88B weights_inputs.npy 65KB __init__.py 0B test_sampling.py 628B utils.py 762B bayesian_neural_network test_train_predict.py 3KB __init__.py 0B test_invalid_inputs.py 3KB test_bayesian_neural_network.py 1KB test_priors.py 2KB test_seeding.py 1KB samplers test_relativistic_sghmc.py 241B test_sghmc.py 204B __init__.py 0B sampler_testing.py 2KB test_sgld.py 201B bnn_testing.py 3KB test_data_batches.py 7KB pytest.ini 169B data_batches.py 7KB sampling.py 10KB setup.cfg 22B notebooks 21B README.rst 2KB .landscape.yml 152B .coveragerc 214B docs Makefile 614B to_include_toplevel.rst 3KB source api data_batches.rst 150B diagnostics.rst 301B tensor_utils.rst 150B models.rst 511B samplers relativistic_sghmc.rst 223B sghmc.rst 158B svgd.rst 153B base_classes.rst 194B sgld.rst 155B samplers.rst 293B api.rst 206B examples.rst 334B index.rst 534B conf.py 6KB experiments compute_ess.py 8KB intro.rst 2KB tensorflow.inv 271B getting_started.rst 238B notebooks Relativistic_SGHMC.ipynb 82KB data effective_sample_sizes Relativistic_SGHMC.json 26KB SVGD.ipynb 18KB Effective_Sample_Sizes.ipynb 64KB api_quickstart.ipynb 213KB tf.inv 586B references 
minibatch_metropolis_hastings.pdf 1.4MB VariationalMethods svgd.pdf 581KB Diagnostics effective_sample_sizes_stan_workshop.pdf 247KB SteinsMethod measuring_sample_quality_with_kernels.pdf 731KB measuring_sample_quality_with_diffusions.pdf 1003KB multivariate_stein_factors_for_strongly_logconcave_distributions.pdf 307KB measuring_sample_quality_with_steins_method.pdf 900KB SGMCMC continously_tempered_sgld.pdf 604KB sgld.pdf 322KB sghmc.pdf 477KB relativistic_mcmc.pdf 1.25MB nuts_sampler.pdf 1004KB continuously_tempered_hmc.pdf 2.76MB requirements-docs.txt 108B ci_scripts run_tests.sh 615B
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