inferlo.testing.ising_model_on_graph

inferlo.testing.ising_model_on_graph(graph: Graph, field_range=0.1, interaction_range=0.1, seed=0) → PairWiseFiniteModel[source]

Builds random Ising model on given graph.

Parameters:

  • graph – Graph for the model. Vertices are variables, nodes are interactions.

  • field_range – Fields will be sampled uniformly from [-field_range, field_range].

  • interaction_range – Interactions will be sampled uniformly from [-interaction_range, interaction_range].

  • seed – Random seed.

Returns:

Generated model.