pyhgf.updates.prediction_error.continuous.continuous_node_prediction_error#

pyhgf.updates.prediction_error.continuous.continuous_node_prediction_error(attributes: Dict, node_idx: int, edges: Tuple[AdjacencyLists, ...], **args) → Dict[source]#

Store prediction errors in an input node.

Parameters:

attributes: The attributes of the probabilistic nodes.
.. note::: The parameter structure also incorporates the value and volatility coupling strength with children and parents (i.e. “value_coupling_parents”, “value_coupling_children”, “volatility_coupling_parents”, “volatility_coupling_children”).
node_idx: Pointer to the continuous node.
edges: The edges of the probabilistic nodes as a tuple of pyhgf.typing.Indexes. The tuple has the same length as the node number. For each node, the index lists the value and volatility parents and children.

Returns:

attributes: The updated attributes of the probabilistic nodes.