prodigy.analysis.independence.independence

build_dependence_graph(program)[source]

Builds the variable dependence graph for a stand-alone program.

Parameters:

program (Program)

Return type:

Set[Tuple[str, str]]

independent_vars(program)[source]

This method under-approximates the pairwise stochastic independence relation using the d-separation on a simple dependence graph.

Parameters:

program (Program)

Return type:

Set[frozenset[str]]