NEWS.md

In rstudio/tfprobability: Interface to 'TensorFlow Probability'

tfprobability (development version)

tfprobability 0.15.1

• 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)

rstudio/tfprobability documentation built on Sept. 11, 2022, 4:32 a.m.