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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)

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.