inferlo.pairwise.inference.tree_dp.infer_tree_dp

inferlo.pairwise.inference.tree_dp.infer_tree_dp(model: PairWiseFiniteModel, subtree_mp=False) → InferenceResult[source]

Inference using DP on tree.

Performs dynamic programming on tree.

Applicable only if the interaction graph is a tree or a forest. Otherwise throws exception.

Parameters:

model – Model for which to perform inference.
subtree_mp – If true, will return marginal probabilities for subtrees, i.e. for each node will return probability of it having different values if we leave only it and its subtree.

Returns:

InferenceResult object.