Skip to content

supaernova.steps.posterior.tf.hmc

source module supaernova.steps.posterior.tf.hmc

Classes

source class PosteriorHMCValue(samples: tf.Variable, step_sizes_final: tf.Variable, is_accepted: tf.Variable, u_delta_av: tf.Variable, u_latents: tf.Variable, delta_av: tf.Variable, z_latents: tf.Variable, delta_m: tf.Variable, delta_p: tf.Variable)

Bases : tf.Module

Attributes

  • name — Returns the name of this module as passed or determined in the ctor.

  • name_scope — Returns a tf.name_scope instance for this class.

  • variables — Sequence of variables owned by this module and its submodules.

  • trainable_variables — Sequence of trainable variables owned by this module and its submodules.

  • non_trainable_variables — Sequence of non-trainable variables owned by this module and its submodules.

  • submodules — Sequence of all sub-modules.