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_variable() → None

Build the variable, performed after prebuild and build_group.

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

Convert the component to counterpart suitable for mini-batches