symmetry op• Data kinds: matrix → table
• Call: import fullseye as fs; fs.ledger.graph_swap_symmetry(adj, pairs) (to call the implementation directly, import graphinv; graphinv.graph_swap_symmetry(adj, pairs); from the registry, opsgraph.get("graph_swap_symmetry"))
How much of the wiring survives exchanging node pairs (a left/right test).
pairs is a sequence of (i, j) index pairs to exchange (each node in at most one pair). The wiring is re-indexed by the exchange and compared with the original:
jaccard = |E ∩ E'| / |E ∪ E'| over directed edges (self-loops removed). Returns a dict with jaccard, shared, union, edges, and n_pairs.
Identities: the identity pairing (or an empty pairs) gives exactly 1.0; applying the exchange twice recovers the original matrix exactly. For the C. elegans hermaphrodite chemical connectome with its 98 named left/right pairs the measured value is 0.470 — half the wiring is not mirrored.
Raises ValueError: as graph_degree_summary; an index out of range; a node appearing in two pairs; a pair of a node with itself.
• Sample-data catalog (download URLs / licences) — 2-D uses skimage.data (BSD/public domain) plus synthetic images; 3-D lists download URLs for real data sources (Stanford, PDS, …).
• Operator provenance and references — the sources of the research/methods this op family came from.
• The canonical algorithm (author, year) and its uses are named in the family usage guide above.
• graphinv_three_phyla — py -3.11 examples/graphinv_three_phyla.py
• poc_connectome_lr_symmetry — py -3.11 examples/poc_connectome_lr_symmetry.py
table as input)graph_edge_consensus · graph_core_persistence · tree_morphometry · tree_sholl · tree_run_length
symmetry)—
*Provenance: graphinv.py — GRAPH operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*
© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.