Changes in version 0.15.2.9000 Changes in version 0.15.2 (2025-08-21) - The R package now declares python dependencies with py_require() when the package is loaded. - Documentation updates for CRAN Changes in version 0.15.1 (2022-09-01) - updated docs for compatibility with R 4.2 / HTML5 0.15.0 - updated install_tfprobability() to use latest release. - vi_mote_carlo_variational_loss() gains a importance_sample_size arg. - sts_one_step_predictive() gains a timesteps_are_event_shape arg. - Deprecations: - tfb_affine_scalar() - variational_loss_fn arg in vi_fit_surrogate_posterior - New maintainer Tomasz Kalinowski (@t-kalinowski) 0.12.0.0 (CRAN) - new distributions: - tfd_skellam - tfd_exp_gamma - tfd_exp_inverse_gamma - changes in distributions: - remove deprecated batch_shape and event_shape in tfd_transformed_distribution - new bijectors: - tfb_glow - tfb_rayleigh_cdf - tfb_ascending - changes in bijectors - add optional low parameter to tfb_softplus. - tfb_chain() takes new parameters validate_event_size and parameters 0.11.0.0 (CRAN) - new distributions: - tfd_joint_distribution_sequential_auto_batched - tfd_joint_distribution_named_auto_batched - tfd_weibull - tfd_truncated_cauchy - tfd_spherical_uniform - tfd_power_spherical - tfd_log_logistic - tfd_bates - tfd_generalized_normal - tfd_johnson_s_u - tfd_continuous_bernoulli - new bijectors: - tfb_split - tfb_gompertz_cdf - tfb_shifted_gompertz_cdf - tfb_sinh - changes in bijectors: - add log_scale argument to tfb_scale 0.10.0.0 (CRAN) - changes in distributions: - added: tfd_beta_binomial - parameter list changed: tfd_transformed_distribution - changes in bijectors: - added: tfb_lambert_w_tail 0.9.0.0 (CRAN) - new distributions: - tfd_generalized_pareto - tfd_doublesided_maxwell - tfd_placket_luce - tfd_discrete_finite - tfd_logit_normal - tfd_log_normal - tfd_pert - tfd_wishart_linear_operator - tfd_wishart_tri_l - tfd_pixel_cnn - new bijectors - tfb_shift - tfb_pad - tfb_scale - tfb_scale_matvec_diag - tfb_scale_matvec_tri_l - tfb_scale_matvec_linear_operator - tfb_scale_matvec__diag_lu - tfb_rational_quadratic_spline - tfb_gumbel_cdf - tfb_weibull_cdf - tfb_kumaraswamy_cdf - tfb_fill_scale_triangular - tfb_ffjord - new state space models - sts_smooth_seasonal - sts_smooth_seasonal_state_space_model 0.8.0.0 (Initial release, CRAN)