notebooks.md

Notebook	github_url	colab_url
ab_test_demo.ipynb	github	colab
activation_fun_deriv.ipynb	github	colab
activation_fun_plot.ipynb	github	colab
adf_logistic_regression_demo.ipynb	github	colab
advi_beta_binom.ipynb	github	colab
advi_beta_binom_pymc.ipynb	github	colab
ae_mnist_conv.ipynb	github	colab
ae_mnist_gdl_tf.ipynb	github	colab
ae_mnist_tf.ipynb	github	colab
agglomDemo.ipynb	github	colab
anscombes_quartet.ipynb	github	colab
antithetic_sampling.ipynb	github	colab
ars_demo.ipynb	github	colab
ars_envelope.ipynb	github	colab
attention_jax.ipynb	github	colab
attention_torch.ipynb	github	colab
autodiff_jax.ipynb	github	colab
autodiff_pytorch.ipynb	github	colab
autodiff_tf.ipynb	github	colab
bagging_trees.ipynb	github	colab
bandits.ipynb	github	colab
batchnorm_jax.ipynb	github	colab
batchnorm_torch.ipynb	github	colab
bayes_change_of_var.ipynb	github	colab
bayes_intro.ipynb	github	colab
berksons_gaussian.ipynb	github	colab
bernoulli_entropy_fig.ipynb	github	colab
bert_jax.ipynb	github	colab
bert_torch.ipynb	github	colab
beta_binom_approx_post_pymc3.ipynb	github	colab
beta_binom_post_plot.ipynb	github	colab
beta_binom_post_pred_plot.ipynb	github	colab
beta_credible_int_demo.ipynb	github	colab
beta_dist_plot.ipynb	github	colab
betaHPD.ipynb	github	colab
biasVarModelComplexity3.ipynb	github	colab
bigram_hinton_diagram.ipynb	github	colab
bimodal_dist_plot.ipynb	github	colab
binary_fa_demo.ipynb	github	colab
binom_dist_plot.ipynb	github	colab
bnn_hierarchical.ipynb	github	colab
bnn_hierarchical_numpyro.ipynb	github	colab
bnn_hierarchical_pymc3.ipynb	github	colab
bnn_mlp_2d_hmc.ipynb	github	colab
bnn_mnist_sgld.ipynb	github	colab
boosted_regr_trees.ipynb	github	colab
bootstrap_filter.ipynb	github	colab
bootstrap_filter_maneuver.ipynb	github	colab
bootstrapDemoBer.ipynb	github	colab
casino_hmm.ipynb	github	colab
causal_impact.ipynb	github	colab
centralLimitDemo.ipynb	github	colab
change_of_vars_demo1d.ipynb	github	colab
changepoint_detection.ipynb	github	colab
cholesky_demo.ipynb	github	colab
chow_liu_tree_demo.ipynb	github	colab
cifar10_cnn_lightning.ipynb	github	colab
cifar_viz_tf.ipynb	github	colab
cnn1d_sentiment_jax.ipynb	github	colab
cnn1d_sentiment_torch.ipynb	github	colab
cnn_cifar_pytorch.ipynb	github	colab
cnn_mnist_tf.ipynb	github	colab
coins_model_sel_demo.ipynb	github	colab
combining_kernels_by_multiplication.ipynb	github	colab
combining_kernels_by_summation.ipynb	github	colab
control_variates.ipynb	github	colab
conv2d_jax.ipynb	github	colab
conv2d_torch.ipynb	github	colab
correlation2d.ipynb	github	colab
curse_dimensionality_plot.ipynb	github	colab
datasaurus_dozen.ipynb	github	colab
deepgp_stepdata.ipynb	github	colab
densenet_jax.ipynb	github	colab
densenet_torch.ipynb	github	colab
dirac_gan.ipynb	github	colab
dirichlet_3d_spiky_plot.ipynb	github	colab
dirichlet_3d_triangle_plot.ipynb	github	colab
dirichlet_samples_plot.ipynb	github	colab
discrete_prob_dist_plot.ipynb	github	colab
discretized_ssm.ipynb	github	colab
discretized_ssm_student.ipynb	github	colab
discrim_analysis_dboundaries_plot2.ipynb	github	colab
dp_mixgauss_cluster.ipynb	github	colab
dp_mixgauss_sample.ipynb	github	colab
dtheory.ipynb	github	colab
dtree_sensitivity.ipynb	github	colab
eb_binom.ipynb	github	colab
ecdf_sample.ipynb	github	colab
einsum_demo.ipynb	github	colab
ekf_mlp.ipynb	github	colab
ekf_vs_ukf.ipynb	github	colab
ema_demo.ipynb	github	colab
emLogLikelihoodMax.ipynb	github	colab
emnist_viz_jax.ipynb	github	colab
emnist_viz_torch.ipynb	github	colab
entailment_attention_mlp_jax.ipynb	github	colab
entailment_attention_mlp_torch.ipynb	github	colab
error_correcting_code_demo.ipynb	github	colab
extrema_fig_1d.ipynb	github	colab
fashion_viz_tf.ipynb	github	colab
feature_importance_trees_tutorial.ipynb	github	colab
fig_11_10.ipynb	github	colab
fig_11_19.ipynb	github	colab
fig_18_4.ipynb	github	colab
fig_1_12.ipynb	github	colab
fig_1_13.ipynb	github	colab
fig_20_24.ipynb	github	colab
fig_20_25.ipynb	github	colab
fig_20_26.ipynb	github	colab
fig_20_30.ipynb	github	colab
fig_20_31.ipynb	github	colab
fig_20_33.ipynb	github	colab
fig_20_36.ipynb	github	colab
fig_20_37.ipynb	github	colab
fig_20_38.ipynb	github	colab
fig_20_41.ipynb	github	colab
fig_21_11.ipynb	github	colab
fig_2_17.ipynb	github	colab
fig_2_2.ipynb	github	colab
fig_4_14.ipynb	github	colab
fig_4_20.ipynb	github	colab
fig_5_10.ipynb	github	colab
fig_5_2.ipynb	github	colab
fig_8_1.ipynb	github	colab
fig_8_14.ipynb	github	colab
fig_8_26.ipynb	github	colab
finetune_cnn_jax.ipynb	github	colab
finetune_cnn_torch.ipynb	github	colab
fisher_discrim_vowel.ipynb	github	colab
fisher_lda_demo.ipynb	github	colab
flax_intro.ipynb	github	colab
flow_2d_mlp.ipynb	github	colab
flow_spline_mnist.ipynb	github	colab
funnel.ipynb	github	colab
gamma_dist_plot.ipynb	github	colab
gan_jax_celebA_demo.ipynb	github	colab
gan_loss_types.ipynb	github	colab
gan_mixture_of_gaussians.ipynb	github	colab
gauss-bp-1d-line.ipynb	github	colab
gauss_imputation_em_demo.ipynb	github	colab
gauss_imputation_known_params_demo.ipynb	github	colab
gauss_infer_1d.ipynb	github	colab
gauss_infer_2d.ipynb	github	colab
gauss_plot.ipynb	github	colab
gauss_plot_2d.ipynb	github	colab
gauss_seq_update_sigma_1d.ipynb	github	colab
gaussEvec.ipynb	github	colab
generativeVsDiscrim.ipynb	github	colab
genmo_types_implicit_explicit.ipynb	github	colab
geom_ridge.ipynb	github	colab
ggm_fit_demo.ipynb	github	colab
ggm_lasso_demo.ipynb	github	colab
gibbs_demo_ising.ipynb	github	colab
gibbs_demo_potts.ipynb	github	colab
gibbs_gauss_demo.ipynb	github	colab
gmm_2d.ipynb	github	colab
gmm_chooseK_pymc3.ipynb	github	colab
gmm_identifiability_pymc3.ipynb	github	colab
gmm_lik_surface_plot.ipynb	github	colab
gmm_plot_demo.ipynb	github	colab
gnn_graph_classification_jraph.ipynb	github	colab
gnn_node_classification_jraph.ipynb	github	colab
gp_classify_iris_1d_pymc3.ipynb	github	colab
gp_classify_spaceflu_1d_pymc3.ipynb	github	colab
gp_deep_kernel_learning.ipynb	github	colab
gp_kernel_opt.ipynb	github	colab
gp_mauna_loa.ipynb	github	colab
gp_poisson_1d.ipynb	github	colab
gp_spatial_demo.ipynb	github	colab
gp_spectral_mixture.ipynb	github	colab
gpc_demo_2d.ipynb	github	colab
gpKernelPlot.ipynb	github	colab
gplvm_mocap.ipynb	github	colab
gpr_demo_ard.ipynb	github	colab
gpr_demo_change_hparams.ipynb	github	colab
gpr_demo_marglik.ipynb	github	colab
gpr_demo_noise_free.ipynb	github	colab
gprDemoArd.ipynb	github	colab
gprDemoChangeHparams.ipynb	github	colab
gprDemoNoiseFree.ipynb	github	colab
gradient_expected_value_gaussian.ipynb	github	colab
groupLassoDemo.ipynb	github	colab
gru_jax.ipynb	github	colab
gru_torch.ipynb	github	colab
hbayes_binom_rats.ipynb	github	colab
hbayes_figures2.ipynb	github	colab
hbayes_maml.ipynb	github	colab
hclust_yeast_demo.ipynb	github	colab
height_weight_whiten_plot.ipynb	github	colab
hinge_loss_plot.ipynb	github	colab
hmc_beta_binom.ipynb	github	colab
hmm_ar.ipynb	github	colab
hmm_bach_chorales.ipynb	github	colab
hmm_bach_chorales_distrax.ipynb	github	colab
hmm_bernoulli.ipynb	github	colab
hmm_casino_training.ipynb	github	colab
hmm_casino_training_old.ipynb	github	colab
hmm_flows_pos_tagging.ipynb	github	colab
hmm_gaussian_2d.ipynb	github	colab
hmm_lillypad.ipynb	github	colab
hmm_poisson_changepoint.ipynb	github	colab
hmm_poisson_changepoint_jax.ipynb	github	colab
hmm_poisson_changepoint_tfp.ipynb	github	colab
hmm_self_loop_dist.ipynb	github	colab
hmm_with_ngram.ipynb	github	colab
hopfield_demo.ipynb	github	colab
huberLossPlot.ipynb	github	colab
ica_demo.ipynb	github	colab
ica_demo_uniform.ipynb	github	colab
image_augmentation_jax.ipynb	github	colab
image_augmentation_torch.ipynb	github	colab
imdb_mlp_bow_tf.ipynb	github	colab
inverse_cdf_sampling.ipynb	github	colab
ipm_divergences.ipynb	github	colab
iris_cov_mat.ipynb	github	colab
iris_dtree.ipynb	github	colab
iris_kmeans.ipynb	github	colab
iris_logreg.ipynb	github	colab
iris_logreg_loss_surface.ipynb	github	colab
iris_pca.ipynb	github	colab
iris_plot.ipynb	github	colab
ising_image_denoise_demo.ipynb	github	colab
jeffreys_prior_binomial.ipynb	github	colab
kernel_regression_attention.ipynb	github	colab
kernelBinaryClassifDemo.ipynb	github	colab
kernelRegressionDemo.ipynb	github	colab
kf_linreg.ipynb	github	colab
kf_parallel.ipynb	github	colab
kf_spiral.ipynb	github	colab
kf_tracking.ipynb	github	colab
kl_pq_gauss.ipynb	github	colab
KLfwdReverseMixGauss.ipynb	github	colab
kmeans_minibatch.ipynb	github	colab
kmeans_silhouette.ipynb	github	colab
kmeans_voronoi.ipynb	github	colab
kmeans_yeast_demo.ipynb	github	colab
knn_classify_demo.ipynb	github	colab
knn_demo.ipynb	github	colab
knn_voronoi_plot.ipynb	github	colab
kpcaScholkopf.ipynb	github	colab
krr_vs_gpr.ipynb	github	colab
laplace_approx_beta_binom_jax.ipynb	github	colab
laplace_approx_beta_binom_pymc3.ipynb	github	colab
laplace_approx_beta_binom_pymc4.ipynb	github	colab
lassoPathProstate.ipynb	github	colab
layer_norm_jax.ipynb	github	colab
layer_norm_torch.ipynb	github	colab
learning_rate_plot.ipynb	github	colab
lecun1989.ipynb	github	colab
lecun1989_with_commentary.ipynb	github	colab
lenet_jax.ipynb	github	colab
lenet_torch.ipynb	github	colab
linalg.ipynb	github	colab
LinearRegressionProbML.ipynb	github	colab
lineSearchConditionNum.ipynb	github	colab
linreg_1d_hetero_tfp.ipynb	github	colab
linreg_2d_bayes_centering_pymc3.ipynb	github	colab
linreg_2d_bayes_demo.ipynb	github	colab
linreg_2d_surface_demo.ipynb	github	colab
linreg_bayes_svi_hmc.ipynb	github	colab
linreg_contours_sse_plot.ipynb	github	colab
linreg_divorce_ppc.ipynb	github	colab
linreg_eb_modelsel_vs_n.ipynb	github	colab
linreg_height_weight.ipynb	github	colab
linreg_hierarchical_non_centered.ipynb	github	colab
linreg_poly_ridge.ipynb	github	colab
linreg_poly_vs_degree.ipynb	github	colab
linreg_poly_vs_n.ipynb	github	colab
linreg_post_pred_plot.ipynb	github	colab
linreg_pymc3.ipynb	github	colab
linreg_residuals_plot.ipynb	github	colab
linreg_sklearn.ipynb	github	colab
linregOnlineDemo.ipynb	github	colab
linregRbfDemo.ipynb	github	colab
linregRobustDemoCombined.ipynb	github	colab
linsys_solve_demo.ipynb	github	colab
linsys_solve_demo2.ipynb	github	colab
lkj.ipynb	github	colab
lkj_1d.ipynb	github	colab
lms_demo.ipynb	github	colab
logistic_regression_blackjax.ipynb	blog	NA
logreg_iris_1d.ipynb	github	colab
logreg_iris_bayes_1d_pymc3.ipynb	github	colab
logreg_iris_bayes_2d.ipynb	github	colab
logreg_iris_bayes_robust_1d_pymc3.ipynb	github	colab
logreg_jax.ipynb	github	colab
logreg_laplace_demo.ipynb	github	colab
logreg_multiclass_demo.ipynb	github	colab
logreg_poly_demo.ipynb	github	colab
logreg_prior.ipynb	github	colab
logreg_prior_offset.ipynb	github	colab
logreg_pytorch.ipynb	github	colab
logreg_sklearn.ipynb	github	colab
logregXorDemo.ipynb	github	colab
lrschedule_tf.ipynb	github	colab
lstm_jax.ipynb	github	colab
lstm_torch.ipynb	github	colab
lvae.ipynb	github	colab
manifold_digits_sklearn.ipynb	github	colab
manifold_swiss_sklearn.ipynb	github	colab
matrix_factorization_recommender.ipynb	github	colab
matrix_factorization_recommender_surprise_lib.ipynb	github	colab
maxent_priors.ipynb	github	colab
mc_accuracy_demo.ipynb	github	colab
mc_estimate_pi.ipynb	github	colab
mcmc_gmm_demo.ipynb	github	colab
mcmc_traceplots_unigauss.ipynb	github	colab
MIC_correlation_2d.ipynb	github	colab
minimize_kl_divergence.ipynb	github	colab
mix_bernoulli_em_mnist.ipynb	github	colab
mix_bernoulli_sgd_mnist.ipynb	github	colab
mix_gauss_demo_faithful.ipynb	github	colab
mix_gauss_mle_vs_map.ipynb	github	colab
mix_gauss_singularity.ipynb	github	colab
mix_ppca_celebA.ipynb	github	colab
mixbetademo.ipynb	github	colab
mixexpDemoOneToMany.ipynb	github	colab
mixPpcaDemo.ipynb	github	colab
mlp_1d_regression_hetero_tfp.ipynb	github	colab
mlp_cifar_pytorch.ipynb	github	colab
mlp_imdb_tf.ipynb	github	colab
mlp_mnist_tf.ipynb	github	colab
mlp_priors_demo.ipynb	github	colab
mnist_viz_tf.ipynb	github	colab
multi_collinear_legs_numpyro.ipynb	github	colab
multi_gpu_training_jax.ipynb	github	colab
multi_gpu_training_torch.ipynb	github	colab
multi_head_attention_jax.ipynb	github	colab
multi_head_attention_torch.ipynb	github	colab
naive_bayes_mnist_jax.ipynb	github	colab
naive_bayes_mnist_torch.ipynb	github	colab
nat_grad_demo.ipynb	github	colab
neals_funnel.ipynb	github	colab
newcomb_plugin_demo.ipynb	github	colab
newsgroups_visualize.ipynb	github	colab
newtonsMethodMinQuad.ipynb	github	colab
newtonsMethodNonConvex.ipynb	github	colab
neymanPearson2.ipynb	github	colab
ngram_character_demo.ipynb	github	colab
nix_plots.ipynb	github	colab
nmt_attention_jax.ipynb	github	colab
nmt_attention_torch.ipynb	github	colab
nmt_jax.ipynb	github	colab
nmt_torch.ipynb	github	colab
numbers_game.ipynb	github	colab
opt_flax.ipynb	github	colab
opt_jax.ipynb	github	colab
pareto_dist_plot.ipynb	github	colab
parzen_window_demo.ipynb	github	colab
parzen_window_demo2.ipynb	github	colab
pca.ipynb	github	colab
pca_digits.ipynb	github	colab
pca_projected_variance.ipynb	github	colab
pcaDemo2d.ipynb	github	colab
pcaEmStepByStep.ipynb	github	colab
pcaImageDemo.ipynb	github	colab
pcaOverfitDemo.ipynb	github	colab
pcaStandardization.ipynb	github	colab
pendulum_1d.ipynb	github	colab
perceptron_demo_2d.ipynb	github	colab
pf_guided_neural_decoding.ipynb	github	colab
poisson_lds_example.ipynb	github	colab
poisson_regression_insurance.ipynb	github	colab
poly_regression_torch.ipynb	github	colab
polyfitRidgeCV.ipynb	github	colab
positional_encoding_jax.ipynb	github	colab
positional_encoding_torch.ipynb	github	colab
postDensityIntervals.ipynb	github	colab
power_method_demo.ipynb	github	colab
pr_plot.ipynb	github	colab
pre_trained_image_classifier_torch.ipynb	github	colab
prob.ipynb	github	colab
probit_plot.ipynb	github	colab
probit_reg_demo.ipynb	github	colab
prostate_comparison.ipynb	github	colab
pymc3_intro.ipynb	github	colab
quantile_plot.ipynb	github	colab
quantized_autoencoder_mnist.ipynb	github	colab
random_walk_integers.ipynb	github	colab
randomized_priors.ipynb	github	colab
randomized_priors_enn.ipynb	github	colab
rbm_contrastive_divergence.ipynb	github	colab
rbpf_maneuver.ipynb	github	colab
rbpf_maneuver_demo.ipynb	github	colab
regtreeSurfaceDemo.ipynb	github	colab
rejection_sampling_demo.ipynb	github	colab
relevance_network_newsgroup_demo.ipynb	github	colab
resnet_jax.ipynb	github	colab
resnet_torch.ipynb	github	colab
rf_demo_2d.ipynb	github	colab
rf_feature_importance_mnist.ipynb	github	colab
rhat_slow_mixing_chains.ipynb	github	colab
ridgePathProstate.ipynb	github	colab
riskFnGauss.ipynb	github	colab
rl_demos_tf.ipynb	github	colab
rnn_jax.ipynb	github	colab
rnn_sentiment_jax.ipynb	github	colab
rnn_sentiment_torch.ipynb	github	colab
rnn_torch.ipynb	github	colab
robust_pdf_plot.ipynb	github	colab
robust_prior_demo.ipynb	github	colab
roc_plot.ipynb	github	colab
rvm_regression_1d.ipynb	github	colab
saddle.ipynb	github	colab
samplingDistributionGaussianShrinkage.ipynb	github	colab
schools8.ipynb	github	colab
score_matching_swiss_roll.ipynb	github	colab
sensor_fusion_2d.ipynb	github	colab
seq_logo_demo.ipynb	github	colab
sgd_comparison.ipynb	github	colab
sgd_minima_variance.ipynb	github	colab
shrinkcov_plots.ipynb	github	colab
sigmoid_2d_plot.ipynb	github	colab
simpsons_paradox.ipynb	github	colab
simulated_annealing_2d_demo.ipynb	github	colab
sis_vs_smc.ipynb	github	colab
skipgram_jax.ipynb	github	colab
skipgram_torch.ipynb	github	colab
slice_sampling_demo_1d.ipynb	github	colab
slice_sampling_demo_2d.ipynb	github	colab
smc_ibis_1d.ipynb	github	colab
smc_tempered_1d_bimodal.ipynb	github	colab
smooth-vs-nonsmooth-1d.ipynb	github	colab
smoothingKernelPlot.ipynb	github	colab
softmax_plot.ipynb	github	colab
spam_tree_ensemble_compare.ipynb	github	colab
spam_tree_ensemble_interpret.ipynb	github	colab
sparse_dict_demo.ipynb	github	colab
sparse_mlp.ipynb	github	colab
sparse_sensing_demo.ipynb	github	colab
spectral_clustering_demo.ipynb	github	colab
splines_basis_heatmap.ipynb	github	colab
splines_basis_weighted.ipynb	github	colab
splines_cherry_blossoms.ipynb	github	colab
sprinkler_pgm.ipynb	github	colab
steepestDescentDemo.ipynb	github	colab
stick_breaking_demo.ipynb	github	colab
sts.ipynb	github	colab
student_laplace_pdf_plot.ipynb	github	colab
student_pgm.ipynb	github	colab
sub_super_gauss_plot.ipynb	github	colab
svd_image_demo.ipynb	github	colab
svi_gmm_demo_2d.ipynb	github	colab
svi_linear_regression_1d_tfp.ipynb	github	colab
svm_classifier_2d.ipynb	github	colab
svm_classifier_feature_scaling.ipynb	github	colab
svm_regression_1d.ipynb	github	colab
svmCgammaDemo.ipynb	github	colab
Tabular_SARSA.ipynb	github	colab
tfidf_demo.ipynb	github	colab
thompson_sampling_linear_gaussian.ipynb	github	colab
transformers_jax.ipynb	github	colab
transformers_torch.ipynb	github	colab
transposed_conv_jax.ipynb	github	colab
transposed_conv_torch.ipynb	github	colab
two_moons_normalizing_flow.ipynb	github	colab
twoPowerCurves.ipynb	github	colab
ugm_inf_autodiff.ipynb	github	colab
unigauss_vb_demo.ipynb	github	colab
vae_celebA_lightning.ipynb	github	colab
vae_celeba_tf.ipynb	github	colab
vae_compare_results.ipynb	github	colab
vae_latent_space.ipynb	github	colab
vae_mnist_conv_lightning.ipynb	github	colab
vae_mnist_gdl_tf.ipynb	github	colab
var_em_bound.ipynb	github	colab
variational_mixture_gaussians_demo.ipynb	github	colab
vb_gmm.ipynb	github	colab
vdm_2d.ipynb	github	colab
vdvae_demo_cifar.ipynb	github	colab
vib_demo_2021.ipynb	github	colab
vqDemo.ipynb	github	colab
wishart_plot.ipynb	github	colab
word_analogies_jax.ipynb	github	colab
word_analogies_torch.ipynb	github	colab
xor_heaviside.ipynb	github	colab
yeast_data_viz.ipynb	github	colab
zipfs_law_plot.ipynb	github	colab