pyhgf.utils.fill_categorical_state_node#

pyhgf.utils.fill_categorical_state_node(network, node_idx, binary_states_idxs, binary_parameters)[source]#

Generate a binary network implied by categorical state(-transition) nodes.

Parameters:
network

Instance of a Network.

node_idx

Index to the categorical state node.

binary_states_idxs

The indexes of the binary state nodes.

binary_parameters

Parameters for the set of implied binary HGFs.

Returns:
hgf

The updated instance of the HGF model.

Parameters:
  • network (Network)

  • node_idx (int)

  • binary_states_idxs (List[int])

  • binary_parameters (Dict)

Return type:

Network