tfprobability
Interface to 'TensorFlow Probability'

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tfprobability: Interface to 'TensorFlow Probability'
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API for tfprobability
Interface to 'TensorFlow Probability'

Global functions
%>% Man page
.onLoad Source code
as_axis Source code
as_float_tensor Source code
as_integer_list Source code
as_nullable_integer Source code
as_tensors Source code
as_tf_float Source code
family_from_string Source code
get_psd_kernels Source code
glm_families Man page
glm_fit Man page Source code
glm_fit.default Source code
glm_fit.tensorflow.tensor Man page Source code
glm_fit_one_step Man page Source code
glm_fit_one_step.default Source code
glm_fit_one_step.tensorflow.tensor Man page Source code
initializer_blockwise Man page Source code
install_tfprobability Man page
layer_autoregressive Man page Source code
layer_autoregressive_transform Man page Source code
layer_categorical_mixture_of_one_hot_categorical Man page Source code
layer_conv_1d_flipout Man page Source code
layer_conv_1d_reparameterization Man page Source code
layer_conv_2d_flipout Man page Source code
layer_conv_2d_reparameterization Man page Source code
layer_conv_3d_flipout Man page Source code
layer_conv_3d_reparameterization Man page Source code
layer_dense_flipout Man page Source code
layer_dense_local_reparameterization Man page Source code
layer_dense_reparameterization Man page Source code
layer_dense_variational Man page Source code
layer_distribution_lambda Man page Source code
layer_independent_bernoulli Man page Source code
layer_independent_logistic Man page Source code
layer_independent_normal Man page Source code
layer_independent_poisson Man page Source code
layer_kl_divergence_add_loss Man page Source code
layer_kl_divergence_regularizer Man page Source code
layer_mixture_logistic Man page Source code
layer_mixture_normal Man page Source code
layer_mixture_same_family Man page Source code
layer_multivariate_normal_tri_l Man page Source code
layer_one_hot_categorical Man page Source code
layer_variable Man page Source code
layer_variational_gaussian_process Man page Source code
mcmc_dual_averaging_step_size_adaptation Man page Source code
mcmc_effective_sample_size Man page Source code
mcmc_hamiltonian_monte_carlo Man page Source code
mcmc_metropolis_adjusted_langevin_algorithm Man page Source code
mcmc_metropolis_hastings Man page Source code
mcmc_no_u_turn_sampler Man page Source code
mcmc_potential_scale_reduction Man page Source code
mcmc_random_walk_metropolis Man page Source code
mcmc_replica_exchange_mc Man page Source code
mcmc_sample_annealed_importance_chain Man page Source code
mcmc_sample_chain Man page Source code
mcmc_sample_halton_sequence Man page Source code
mcmc_simple_step_size_adaptation Man page Source code
mcmc_slice_sampler Man page Source code
mcmc_transformed_transition_kernel Man page Source code
mcmc_uncalibrated_hamiltonian_monte_carlo Man page Source code
mcmc_uncalibrated_langevin Man page Source code
mcmc_uncalibrated_random_walk Man page Source code
normalize_shape Source code
params_size_categorical_mixture_of_one_hot_categorical Man page Source code
params_size_independent_bernoulli Man page Source code
params_size_independent_logistic Man page Source code
params_size_independent_normal Man page Source code
params_size_independent_poisson Man page Source code
params_size_mixture_logistic Man page Source code
params_size_mixture_normal Man page Source code
params_size_mixture_same_family Man page Source code
params_size_multivariate_normal_tri_l Man page Source code
params_size_one_hot_categorical Man page Source code
reexports Man page
shape Man page
sts_additive_state_space_model Man page Source code
sts_autoregressive Man page Source code
sts_autoregressive_state_space_model Man page Source code
sts_build_factored_surrogate_posterior Man page Source code
sts_build_factored_variational_loss Man page Source code
sts_constrained_seasonal_state_space_model Man page Source code
sts_decompose_by_component Man page Source code
sts_decompose_forecast_by_component Man page Source code
sts_dynamic_linear_regression Man page Source code
sts_dynamic_linear_regression_state_space_model Man page Source code
sts_fit_with_hmc Man page Source code
sts_forecast Man page Source code
sts_linear_regression Man page Source code
sts_local_level Man page Source code
sts_local_level_state_space_model Man page Source code
sts_local_linear_trend Man page Source code
sts_local_linear_trend_state_space_model Man page Source code
sts_one_step_predictive Man page Source code
sts_sample_uniform_initial_state Man page Source code
sts_seasonal Man page Source code
sts_seasonal_state_space_model Man page Source code
sts_semi_local_linear_trend Man page Source code
sts_semi_local_linear_trend_state_space_model Man page Source code
sts_smooth_seasonal Man page Source code
sts_smooth_seasonal_state_space_model Man page Source code
sts_sparse_linear_regression Man page Source code
sts_sum Man page Source code
tf Man page
tf_config Man page
tfb_absolute_value Man page Source code
tfb_affine Man page Source code
tfb_affine_linear_operator Man page Source code
tfb_affine_scalar Man page Source code
tfb_ascending Man page Source code
tfb_batch_normalization Man page Source code
tfb_blockwise Man page Source code
tfb_chain Man page Source code
tfb_cholesky_outer_product Man page Source code
tfb_cholesky_to_inv_cholesky Man page Source code
tfb_correlation_cholesky Man page Source code
tfb_cumsum Man page Source code
tfb_discrete_cosine_transform Man page Source code
tfb_exp Man page Source code
tfb_expm1 Man page Source code
tfb_ffjord Man page Source code
tfb_fill_scale_tri_l Man page Source code
tfb_fill_triangular Man page Source code
tfb_forward Man page Source code
tfb_forward_log_det_jacobian Man page Source code
tfb_glow Man page Source code
tfb_gompertz_cdf Man page Source code
tfb_gumbel Man page Source code
tfb_gumbel_cdf Man page Source code
tfb_identity Man page Source code
tfb_inline Man page Source code
tfb_inverse Man page Source code
tfb_inverse_log_det_jacobian Man page Source code
tfb_invert Man page Source code
tfb_iterated_sigmoid_centered Man page Source code
tfb_kumaraswamy Man page Source code
tfb_kumaraswamy_cdf Man page Source code
tfb_lambert_w_tail Man page Source code
tfb_masked_autoregressive_default_template Man page Source code
tfb_masked_autoregressive_flow Man page Source code
tfb_masked_dense Man page Source code
tfb_matrix_inverse_tri_l Man page Source code
tfb_matvec_lu Man page Source code
tfb_normal_cdf Man page Source code
tfb_ordered Man page Source code
tfb_pad Man page Source code
tfb_permute Man page Source code
tfb_power_transform Man page Source code
tfb_rational_quadratic_spline Man page Source code
tfb_rayleigh_cdf Man page Source code
tfb_real_nvp Man page Source code
tfb_real_nvp_default_template Man page Source code
tfb_reciprocal Man page Source code
tfb_reshape Man page Source code
tfb_scale Man page Source code
tfb_scale_matvec_diag Man page Source code
tfb_scale_matvec_linear_operator Man page Source code
tfb_scale_matvec_lu Man page Source code
tfb_scale_matvec_tri_l Man page Source code
tfb_scale_tri_l Man page Source code
tfb_shift Man page Source code
tfb_shifted_gompertz_cdf Man page Source code
tfb_sigmoid Man page Source code
tfb_sinh Man page Source code
tfb_sinh_arcsinh Man page Source code
tfb_softmax_centered Man page Source code
tfb_softplus Man page Source code
tfb_softsign Man page Source code
tfb_split Man page Source code
tfb_square Man page Source code
tfb_tanh Man page Source code
tfb_transform_diagonal Man page Source code
tfb_transpose Man page Source code
tfb_weibull Man page Source code
tfb_weibull_cdf Man page Source code
tfd_autoregressive Man page Source code
tfd_batch_reshape Man page Source code
tfd_bates Man page Source code
tfd_bernoulli Man page Source code
tfd_beta Man page Source code
tfd_beta_binomial Man page Source code
tfd_binomial Man page Source code
tfd_blockwise Man page Source code
tfd_categorical Man page Source code
tfd_cauchy Man page Source code
tfd_cdf Man page Source code
tfd_chi Man page Source code
tfd_chi2 Man page Source code
tfd_cholesky_lkj Man page Source code
tfd_continuous_bernoulli Man page Source code
tfd_covariance Man page Source code
tfd_cross_entropy Man page Source code
tfd_deterministic Man page Source code
tfd_dirichlet Man page Source code
tfd_dirichlet_multinomial Man page Source code
tfd_doublesided_maxwell Man page Source code
tfd_empirical Man page Source code
tfd_entropy Man page Source code
tfd_exp_gamma Man page Source code
tfd_exp_inverse_gamma Man page Source code
tfd_exp_relaxed_one_hot_categorical Man page Source code
tfd_exponential Man page Source code
tfd_finite_discrete Man page Source code
tfd_gamma Man page Source code
tfd_gamma_gamma Man page Source code
tfd_gaussian_process Man page Source code
tfd_gaussian_process_regression_model Man page Source code
tfd_generalized_normal Man page Source code
tfd_generalized_pareto Man page Source code
tfd_geometric Man page Source code
tfd_gumbel Man page Source code
tfd_half_cauchy Man page Source code
tfd_half_normal Man page Source code
tfd_hidden_markov_model Man page Source code
tfd_horseshoe Man page Source code
tfd_independent Man page Source code
tfd_inverse_gamma Man page Source code
tfd_inverse_gaussian Man page Source code
tfd_johnson_s_u Man page Source code
tfd_joint_distribution_named Man page Source code
tfd_joint_distribution_named_auto_batched Man page Source code
tfd_joint_distribution_sequential Man page Source code
tfd_joint_distribution_sequential_auto_batched Man page Source code
tfd_kl_divergence Man page Source code
tfd_kumaraswamy Man page Source code
tfd_laplace Man page Source code
tfd_linear_gaussian_state_space_model Man page Source code
tfd_lkj Man page Source code
tfd_log_cdf Man page Source code
tfd_log_logistic Man page Source code
tfd_log_normal Man page Source code Source code
tfd_log_prob Man page Source code
tfd_log_survival_function Man page Source code
tfd_logistic Man page Source code
tfd_logit_normal Man page Source code
tfd_mean Man page Source code
tfd_mixture Man page Source code
tfd_mixture_same_family Man page Source code
tfd_mode Man page Source code
tfd_multinomial Man page Source code
tfd_multivariate_normal_diag Man page Source code
tfd_multivariate_normal_diag_plus_low_rank Man page Source code
tfd_multivariate_normal_full_covariance Man page Source code
tfd_multivariate_normal_linear_operator Man page Source code
tfd_multivariate_normal_tri_l Man page Source code
tfd_multivariate_student_t_linear_operator Man page Source code
tfd_negative_binomial Man page Source code
tfd_normal Man page Source code
tfd_one_hot_categorical Man page Source code
tfd_pareto Man page Source code
tfd_pert Man page Source code
tfd_pixel_cnn Man page Source code
tfd_plackett_luce Man page Source code
tfd_poisson Man page Source code
tfd_poisson_log_normal_quadrature_compound Man page Source code
tfd_power_spherical Man page Source code
tfd_prob Man page Source code
tfd_probit_bernoulli Man page Source code
tfd_quantile Man page Source code
tfd_quantized Man page Source code
tfd_relaxed_bernoulli Man page Source code
tfd_relaxed_one_hot_categorical Man page Source code
tfd_sample Man page Source code
tfd_sample_distribution Man page Source code
tfd_sinh_arcsinh Man page Source code
tfd_skellam Man page Source code
tfd_spherical_uniform Man page Source code
tfd_stddev Man page Source code
tfd_student_t Man page Source code
tfd_student_t_process Man page Source code
tfd_survival_function Man page Source code
tfd_transformed_distribution Man page Source code
tfd_triangular Man page Source code
tfd_truncated_cauchy Man page Source code
tfd_truncated_normal Man page Source code
tfd_uniform Man page Source code
tfd_variance Man page Source code
tfd_variational_gaussian_process Man page Source code
tfd_vector_deterministic Man page Source code
tfd_vector_diffeomixture Man page Source code
tfd_vector_exponential_diag Man page Source code
tfd_vector_exponential_linear_operator Man page Source code
tfd_vector_laplace_diag Man page Source code
tfd_vector_laplace_linear_operator Man page Source code
tfd_vector_sinh_arcsinh_diag Man page Source code
tfd_von_mises Man page Source code
tfd_von_mises_fisher Man page Source code
tfd_weibull Man page Source code
tfd_wishart Man page Source code
tfd_wishart_linear_operator Man page Source code
tfd_wishart_tri_l Man page Source code
tfd_zipf Man page Source code
tfp Man page
tfp_version Man page Source code
vi_amari_alpha Man page Source code
vi_arithmetic_geometric Man page Source code
vi_chi_square Man page Source code
vi_csiszar_vimco Man page Source code
vi_dual_csiszar_function Man page Source code
vi_fit_surrogate_posterior Man page Source code
vi_jeffreys Man page Source code
vi_jensen_shannon Man page Source code
vi_kl_forward Man page Source code
vi_kl_reverse Man page Source code
vi_log1p_abs Man page Source code
vi_modified_gan Man page Source code
vi_monte_carlo_variational_loss Man page Source code
vi_pearson Man page Source code
vi_squared_hellinger Man page Source code
vi_symmetrized_csiszar_function Man page Source code
vi_t_power Man page Source code
vi_total_variation Man page Source code
vi_triangular Man page Source code
tfprobability documentation built on Sept. 1, 2022, 5:07 p.m.

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