pyhgf.updates.prediction.dirichlet.dirichlet_node_prediction#
- pyhgf.updates.prediction.dirichlet.dirichlet_node_prediction(edges: Tuple[AdjacencyLists, ...], attributes: Dict, node_idx: int, **args) Dict[int | str, Dict][source]#
Prediction of a Dirichlet process node.
- Parameters:
- edges
The edges of the neural network as a tuple of
pyhgf.typing.Indexes. The tuple has the same length as node number. For each node, the index lists the value/volatility parents/children.- attributes
The attributes of the probabilistic nodes.
- node_idx
Pointer to the Dirichlet process input node.
- Returns:
- attributes
The attributes of the probabilistic nodes.
- edges
The edges of the neural network.
- input_nodes_idx
Static input nodes’ parameters for the neural network.
- dirichlet_node
Static parameters of the Dirichlet process node.