bnn_priors：“重新审视贝叶斯神经网络优先级”论文的代码
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2021-02-16
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bnn_priors：“重新审视贝叶斯神经网络优先级”论文的代码 （453个子文件） 
sgd_runs.csv 30KB .gitignore 3KB .gitkeep 0B .gitkeep 0B .gitkeep 0B .gitkeep 0B .gitkeep 0B
fits_mnist_classification.pkl.gz 17KB cifar10_mean_covs.pkl.gz 8KB cifar10_weight_fits.pkl.gz 8KB covs_lens.pkl.gz 5KB mean_covs_mnist_classification.pkl.gz 1KB mean_covs.pkl.gz 1KB cifar10_fitted_lengthscales.pkl.gz 259B Plot_weight_histograms.ipynb 58KB Plot_CIFAR10_resnet.ipynb 26KB Plot_tempering_curves.ipynb 16KB Plot_MNIST_convnet_covariances.ipynb 8KB Plot_temperature_diagnostics.ipynb 7KB opt_dfs.json 2KB opt_lengthscale.json 1KB pyrightconfig.json 113B LICENSE 1KB README.md 6KB README.md 3KB README.md 544B nn_weights.npz 4.25MB snelson.npz 6KB cifar10_opt_mvt.pkl 47KB mnist_fcnn_errors.pkl 2KB exp_utils.py 25KB conv_nets.py 17KB inference.py 17KB calibration_error.py 17KB base.py 12KB test_priors.py 11KB train_bnn.py 10KB test_verlet_sgld.py 10KB inference_reject.py 10KB verlet_sgld.py 8KB distributions.py 8KB sgld.py 7KB train_sgd.py 7KB mixture.py 7KB cifar.py 7KB plot.py 7KB dense_nets.py 6KB data_driven_conv_nets.py 6KB mnist.py 5KB test_hmc.py 5KB conv_loc_scale.py 5KB test_eff_dim.py 5KB eval_bnn.py 5KB toy_data.py 5KB mvt_resnets.py 4KB google_resnet.py 3KB hierarchical.py 3KB test_sgld.py 3KB test_exp_utils.py 3KB loc_scale.py 3KB hmc.py 3KB multivariate_t.py 3KB transformed.py 3KB base.py 3KB 0_31_googleresnet_cifar10_sgd.py 2KB 0_31_eval.py 2KB empirical_bayes.py 2KB notebook_utils.py 2KB uci.py 2KB test_models.py 2KB test_datasets.py 2KB prior_only.py 2KB layers.py 1KB 0_12_mnist_no_weight_decay.py 1KB base.py 1KB setup.py 908B utils.py 343B utils.py 326B __init__.py 214B __init__.py 212B __init__.py 121B __init__.py 80B __init__.py 0B __init__.py 0B __init__.py 0B run_experiment.sh 1KB run_evaluation.sh 491B
data.txt 3.37MB data.txt 3.29MB data.txt 1.13MB data.txt 301KB index_train_2.txt 231KB index_train_1.txt 231KB index_train_4.txt 231KB index_train_3.txt 231KB index_train_0.txt 231KB data.txt 82KB data.txt 57KB index_train_3.txt 53KB index_train_2.txt 53KB共 453 条
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