Files in tfprobability
Interface to 'TensorFlow Probability'
MD5
NEWS.md
README.md
NAMESPACE
DESCRIPTION
R/distribution-layers.R
R/layers.R
R/sts-functions.R
R/mcmc-kernels.R
R/distribution-static-methods.R
R/symbols.R
R/vi-optimization.R
R/bijector-methods.R
R/bijectors.R
R/reexports.R
R/install.R
R/package.R
R/sts.R
R/initializers.R
R/mcmc-functions.R
R/glm.R
R/distribution-methods.R
R/distributions.R
R/imports.R
R/vi-functions.R
R/utils.R
inst/doc/hamiltonian_monte_carlo.Rmd
inst/doc/hamiltonian_monte_carlo.R
inst/doc/layer_dense_variational.R
inst/doc/layer_dense_variational.Rmd
inst/doc/hamiltonian_monte_carlo.html
inst/doc/layer_dense_variational.html
build/vignette.rds
tests/testthat.R
tests/testthat/test-vi-optimization.R
tests/testthat/test-mcmc.R
tests/testthat/helper-utils.R
tests/testthat/test-initializers.R
tests/testthat/test-distributions.R
tests/testthat/test-layers.R
tests/testthat/test-sts.R
tests/testthat/test-sts-functions.R
tests/testthat/test-distribution-layers.R
tests/testthat/test-bijectors.R
tests/testthat/test-glm.R
tests/testthat/test-vi-functions.R
tests/testthat/test-distribution-methods.R
tests/testthat/test-distribution-staticmethods.R
vignettes/hamiltonian_monte_carlo.Rmd
vignettes/layer_dense_variational.Rmd
vignettes/images/thumb.png
vignettes/images/uncertainty.png
vignettes/images/capm_filtered.png
vignettes/images/uncertainty_data.png
vignettes/images/capm_forecast.png
vignettes/images/capm_smoothed.png
vignettes/archives/dynamic_linear_models.html
vignettes/archives/dynamic_linear_models.Rmd
vignettes/archives/dynamic_linear_models.R
man/sts_constrained_seasonal_state_space_model.Rd
man/glm_families.Rd
man/tfd_multivariate_normal_linear_operator.Rd
man/tfd_mixture_same_family.Rd
man/tfd_sample.Rd
man/tfd_plackett_luce.Rd
man/sts_seasonal.Rd
man/tfb_softplus.Rd
man/sts_build_factored_surrogate_posterior.Rd
man/tfd_von_mises_fisher.Rd
man/mcmc_uncalibrated_random_walk.Rd
man/tfd_pareto.Rd
man/layer_mixture_same_family.Rd
man/params_size_multivariate_normal_tri_l.Rd
man/tfb_gumbel.Rd
man/tfp_version.Rd
man/sts_dynamic_linear_regression.Rd
man/tfb_rayleigh_cdf.Rd
man/tfb_ordered.Rd
man/mcmc_sample_halton_sequence.Rd
man/tfb_iterated_sigmoid_centered.Rd
man/tfd_generalized_normal.Rd
man/vi_modified_gan.Rd
man/vi_pearson.Rd
man/sts_sample_uniform_initial_state.Rd
man/tfd_vector_deterministic.Rd
man/sts_local_level_state_space_model.Rd
man/tfd_horseshoe.Rd
man/tfd_mode.Rd
man/tfb_fill_scale_tri_l.Rd
man/mcmc_sample_annealed_importance_chain.Rd
man/layer_dense_local_reparameterization.Rd
man/vi_dual_csiszar_function.Rd
man/tfb_gumbel_cdf.Rd
man/sts_semi_local_linear_trend_state_space_model.Rd
man/glm_fit.Rd
man/sts_forecast.Rd
man/tfd_multivariate_student_t_linear_operator.Rd
man/params_size_mixture_same_family.Rd
man/tfd_gaussian_process.Rd
man/tfd_exp_gamma.Rd
man/reexports.Rd
man/tfb_sinh.Rd
man/tfd_gamma.Rd
man/tfd_variance.Rd
man/params_size_mixture_logistic.Rd
man/tfd_joint_distribution_sequential.Rd
man/tfd_chi.Rd
man/tfd_blockwise.Rd
man/layer_conv_2d_flipout.Rd
man/tfd_vector_exponential_linear_operator.Rd
man/tfb_discrete_cosine_transform.Rd
man/tfb_cholesky_to_inv_cholesky.Rd
man/layer_autoregressive.Rd
man/mcmc_metropolis_adjusted_langevin_algorithm.Rd
man/vi_squared_hellinger.Rd
man/tfb_ffjord.Rd
man/tfd_survival_function.Rd
man/sts_decompose_forecast_by_component.Rd
man/vi_kl_forward.Rd
man/tfd_triangular.Rd
man/vi_log1p_abs.Rd
man/tfd_logistic.Rd
man/tfd_sinh_arcsinh.Rd
man/tfd_empirical.Rd
man/tfd_joint_distribution_named_auto_batched.Rd
man/vi_amari_alpha.Rd
man/tfb_inverse_log_det_jacobian.Rd
man/tfd_cholesky_lkj.Rd
man/params_size_one_hot_categorical.Rd
man/tfd_gumbel.Rd
man/tfb_correlation_cholesky.Rd
man/tfb_softsign.Rd
man/layer_conv_1d_reparameterization.Rd
man/vi_symmetrized_csiszar_function.Rd
man/tfd_multivariate_normal_diag.Rd
man/tfd_log_cdf.Rd
man/tfd_chi2.Rd
man/sts_dynamic_linear_regression_state_space_model.Rd
man/sts_local_level.Rd
man/tfd_multivariate_normal_full_covariance.Rd
man/layer_independent_normal.Rd
man/tfb_matrix_inverse_tri_l.Rd
man/layer_variational_gaussian_process.Rd
man/tfd_geometric.Rd
man/tfb_weibull.Rd
man/tfd_dirichlet_multinomial.Rd
man/tfd_exponential.Rd
man/tfd_categorical.Rd
man/tfd_vector_diffeomixture.Rd
man/tfb_inline.Rd
man/tfd_johnson_s_u.Rd
man/sts_linear_regression.Rd
man/tfb_split.Rd
man/vi_total_variation.Rd
man/tfd_binomial.Rd
man/tfd_poisson.Rd
man/tfd_quantized.Rd
man/params_size_categorical_mixture_of_one_hot_categorical.Rd
man/initializer_blockwise.Rd
man/layer_independent_poisson.Rd
man/tfb_masked_autoregressive_flow.Rd
man/mcmc_hamiltonian_monte_carlo.Rd
man/tfb_kumaraswamy_cdf.Rd
man/vi_chi_square.Rd
man/mcmc_effective_sample_size.Rd
man/tfb_real_nvp.Rd
man/vi_triangular.Rd
man/sts_additive_state_space_model.Rd
man/tfd_zipf.Rd
man/layer_mixture_normal.Rd
man/tfb_absolute_value.Rd
man/tfd_finite_discrete.Rd
man/sts_semi_local_linear_trend.Rd
man/sts_autoregressive_state_space_model.Rd
man/tfd_log_survival_function.Rd
man/tfd_sample_distribution.Rd
man/tfd_cross_entropy.Rd
man/params_size_independent_bernoulli.Rd
man/mcmc_slice_sampler.Rd
man/tfd_vector_laplace_linear_operator.Rd
man/tfd_multinomial.Rd
man/tfd_kl_divergence.Rd
man/tfb_chain.Rd
man/vi_csiszar_vimco.Rd
man/tfd_exp_inverse_gamma.Rd
man/tfb_scale_matvec_linear_operator.Rd
man/mcmc_uncalibrated_langevin.Rd
man/layer_independent_logistic.Rd
man/tfd_negative_binomial.Rd
man/tfd_vector_sinh_arcsinh_diag.Rd
man/mcmc_no_u_turn_sampler.Rd
man/mcmc_random_walk_metropolis.Rd
man/tfb_inverse.Rd
man/tfd_continuous_bernoulli.Rd
man/params_size_mixture_normal.Rd
man/tfb_pad.Rd
man/tfd_joint_distribution_sequential_auto_batched.Rd
man/mcmc_dual_averaging_step_size_adaptation.Rd
man/tfp.Rd
man/tfb_expm1.Rd
man/vi_t_power.Rd
man/tfd_inverse_gaussian.Rd
man/vi_jensen_shannon.Rd
man/tfd_quantile.Rd
man/tfb_softmax_centered.Rd
man/tfd_independent.Rd
man/tfd_half_cauchy.Rd
man/mcmc_potential_scale_reduction.Rd
man/layer_kl_divergence_regularizer.Rd
man/layer_categorical_mixture_of_one_hot_categorical.Rd
man/tfd_stddev.Rd
man/tfd_linear_gaussian_state_space_model.Rd
man/tfb_forward.Rd
man/sts_decompose_by_component.Rd
man/tfb_shift.Rd
man/layer_conv_3d_flipout.Rd
man/sts_autoregressive.Rd
man/glm_fit.tensorflow.tensor.Rd
man/tfd_beta.Rd
man/tfb_affine_scalar.Rd
man/vi_arithmetic_geometric.Rd
man/tfd_variational_gaussian_process.Rd
man/tfb_cholesky_outer_product.Rd
man/tfd_truncated_normal.Rd
man/tfd_one_hot_categorical.Rd
man/sts_local_linear_trend_state_space_model.Rd
man/tfd_multivariate_normal_diag_plus_low_rank.Rd
man/tfd_multivariate_normal_tri_l.Rd
man/tfd_cauchy.Rd
man/tfd_normal.Rd
man/tfd_poisson_log_normal_quadrature_compound.Rd
man/tfd_gaussian_process_regression_model.Rd
man/tfd_log_logistic.Rd
man/sts_sparse_linear_regression.Rd
man/mcmc_metropolis_hastings.Rd
man/vi_monte_carlo_variational_loss.Rd
man/tfb_transform_diagonal.Rd
man/layer_autoregressive_transform.Rd
man/tfd_pert.Rd
man/tfd_gamma_gamma.Rd
man/layer_conv_2d_reparameterization.Rd
man/tfd_bernoulli.Rd
man/glm_fit_one_step.tensorflow.tensor.Rd
man/tfb_permute.Rd
man/mcmc_uncalibrated_hamiltonian_monte_carlo.Rd
man/tfb_matvec_lu.Rd
man/tfd_covariance.Rd
man/tfb_masked_dense.Rd
man/vi_jeffreys.Rd
man/mcmc_replica_exchange_mc.Rd
man/tfd_pixel_cnn.Rd
man/tfb_affine_linear_operator.Rd
man/tfb_scale_matvec_lu.Rd
man/params_size_independent_normal.Rd
man/sts_build_factored_variational_loss.Rd
man/tfb_cumsum.Rd
man/tfb_affine.Rd
man/tfb_blockwise.Rd
man/tfd_generalized_pareto.Rd
man/vi_fit_surrogate_posterior.Rd
man/tfd_log_prob.Rd
man/layer_distribution_lambda.Rd
man/tfd_exp_relaxed_one_hot_categorical.Rd
man/tfb_normal_cdf.Rd
man/tfb_power_transform.Rd
man/tfb_transpose.Rd
man/tfb_invert.Rd
man/tfd_vector_laplace_diag.Rd
man/tfd_log_normal.Rd
man/sts_one_step_predictive.Rd
man/tfd_uniform.Rd
man/layer_dense_reparameterization.Rd
man/tfb_sinh_arcsinh.Rd
man/tfd_wishart_linear_operator.Rd
man/tfd_entropy.Rd
man/tfd_laplace.Rd
man/tfb_kumaraswamy.Rd
man/tfd_student_t.Rd
man/tfb_weibull_cdf.Rd
man/tfd_mixture.Rd
man/tfb_lambert_w_tail.Rd
man/tfd_skellam.Rd
man/tfd_wishart.Rd
man/tfd_transformed_distribution.Rd
man/layer_one_hot_categorical.Rd
man/install_tfprobability.Rd
man/layer_conv_3d_reparameterization.Rd
man/params_size_independent_logistic.Rd
man/sts_seasonal_state_space_model.Rd
man/sts_local_linear_trend.Rd
man/tfd_prob.Rd
man/layer_conv_1d_flipout.Rd
man/tfd_mean.Rd
man/tfb_gompertz_cdf.Rd
man/tfb_rational_quadratic_spline.Rd
man/mcmc_simple_step_size_adaptation.Rd
man/layer_multivariate_normal_tri_l.Rd
man/tfd_truncated_cauchy.Rd
man/layer_mixture_logistic.Rd
man/sts_sum.Rd
man/tfd_deterministic.Rd
man/tfb_batch_normalization.Rd
man/tfd_doublesided_maxwell.Rd
man/tfd_spherical_uniform.Rd
man/tfb_sigmoid.Rd
man/tfd_student_t_process.Rd
man/tfd_batch_reshape.Rd
man/tfd_autoregressive.Rd
man/layer_variable.Rd
man/tfb_identity.Rd
man/glm_fit_one_step.Rd
man/tfd_logit_normal.Rd
man/tfb_reshape.Rd
man/tfd_joint_distribution_named.Rd
man/tfd_probit_bernoulli.Rd
man/tfb_exp.Rd
man/tfd_dirichlet.Rd
man/layer_kl_divergence_add_loss.Rd
man/tfd_von_mises.Rd
man/sts_fit_with_hmc.Rd
man/mcmc_transformed_transition_kernel.Rd
man/tfd_beta_binomial.Rd
man/tfd_weibull.Rd
man/tfd_wishart_tri_l.Rd
man/tfb_shifted_gompertz_cdf.Rd
man/tfd_relaxed_one_hot_categorical.Rd
man/tfd_inverse_gamma.Rd
man/tfb_ascending.Rd
man/tfd_vector_exponential_diag.Rd
man/layer_independent_bernoulli.Rd
man/tfb_reciprocal.Rd
man/layer_dense_variational.Rd
man/tfb_tanh.Rd
man/tfb_scale_tri_l.Rd
man/tfd_half_normal.Rd
man/params_size_independent_poisson.Rd
man/mcmc_sample_chain.Rd
man/tfd_power_spherical.Rd
man/tfd_relaxed_bernoulli.Rd
man/tfd_bates.Rd
man/tfb_fill_triangular.Rd
man/tfd_cdf.Rd
man/tfb_masked_autoregressive_default_template.Rd
man/sts_smooth_seasonal.Rd
man/tfd_kumaraswamy.Rd
man/tfb_square.Rd
man/tfb_real_nvp_default_template.Rd
man/tfb_scale_matvec_diag.Rd
man/tfb_glow.Rd
man/tfb_scale.Rd
man/layer_dense_flipout.Rd
man/sts_smooth_seasonal_state_space_model.Rd
man/tfb_scale_matvec_tri_l.Rd
man/tfd_lkj.Rd
man/tfb_forward_log_det_jacobian.Rd
man/tfd_hidden_markov_model.Rd
man/vi_kl_reverse.Rd
