API Reference

The public API exposes three groups of functions: the core workflow, system-function builders, and the reference-state search helpers used internally by run_ref_extraction_by_mcs().

Core workflow

rsr.rsr.run_ref_extraction_by_mcs	Extract boundary reference states via Monte Carlo search.
rsr.rsr.get_comp_cond_sys_prob	P(system state | given component states).
rsr.rsr.get_comp_cond_sys_prob_multi	Estimate P(system state = s | given component states) for multi-state systems by Monte Carlo.

System-function builders

rsr.igraph_sfun.make_igraph_sfun_global_conn	Create an igraph-accelerated sfun for global connectivity.
rsr.igraph_sfun.make_igraph_sfun_conn	Create an igraph-accelerated sfun for 1OD connectivity.
rsr.igraph_sfun.eval_global_conn_igraph	igraph-accelerated version of eval_global_conn_k.
rsr.igraph_sfun.eval_1od_connectivity_igraph	igraph-accelerated version of eval_1od_connectivity.
rsr.igraph_sfun.nx_to_igraph	Convert a NetworkX graph to igraph, preserving node names and edge IDs.

Reference-state search

rsr.rsr.minimise_upper_states_random	Random greedy reduction of component states.
rsr.rsr.minimise_lower_states_random	Random greedy reduction of component states.
rsr.rsr.update_refs	Insert a new reference into the store, removing any it dominates.
rsr.rsr.sample_new_comp_st_to_test	Search for a component-state vector not yet covered by refs_mat.
rsr.rsr.classify_samples_with_indices	Classify samples as upper, lower, or unknown using subset checks, and return indices for each class.