class sakkara.model.DeterministicComponent(name: str, component: ModelComponent)

Wrapper for pymc.Deterministic

Parameters:

• name – Name that will be applied to the pymc.Deterministic object.

• component – ModelComponent whose corresponding PyMC variable wil be wrapped into pymc.Deterministic

build_representation(groupset: GroupSet) → None

Build the group of this component, performed after prebuild.

Parameters:

groupset – Groups to be used for building all components of the model.

build_variable() → None

Build the variable, performed after prebuild and build_group.

retrieve_groups() → Set[str]

Retrieve group names for this and underlying components

to_minibatch(batch_size: int, group: str) → ModelComponent

Convert the component to counterpart suitable for mini-batches