supaernova.steps.posterior.tf.map

source module supaernova.steps.posterior.tf.map

Classes

• PosteriorMapValue

• PosteriorMap

source class PosteriorMapValue(initial: 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.

source class PosteriorMap(config: PosteriorModelStep[TFPosteriorModelConfig], nflow: TFNFlowModel, pae: TFPAEModel, data: DataStepResult)

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.

Methods

• setup

• get_position

• prior

source method PosteriorMap.setup(stage: PosteriorMapStage, chain: int) → None

source method PosteriorMap.get_position(position, best=False) → tf.Tensor

source method PosteriorMap.prior(position) → tf.Tensor