hoi.metrics — HOI 0.0.5 documentation (original) (raw)
hoi.metrics#
Metrics of HOI.
Network behavior#
| Oinfo(x[, y, multiplets, verbose]) | O-information. |
|---|---|
| InfoTopo(x[, y, verbose]) | Topological Information. |
| TC(x[, y, multiplets, verbose]) | Total correlation. |
| DTC(x[, y, multiplets, verbose]) | Dual total correlation. |
| Sinfo(x[, y, multiplets, verbose]) | S-information. |
| RedundancyphiID(x[, multiplets, verbose]) | Redundancy (phiID). |
| SynergyphiID(x[, multiplets, verbose]) | Synergy (phiID). |
Network encoding#
| GradientOinfo(x, y[, multiplets, ...]) | First order Gradient O-information. |
|---|---|
| RSI(x, y[, multiplets, verbose]) | Redundancy-Synergy Index (RSI). |
| RedundancyMMI(x, y[, multiplets, verbose]) | Redundancy estimated using the Minimum Mutual Information. |
| SynergyMMI(x, y[, multiplets, verbose]) | Synergy estimated using the Minimum Mutual Information. |
| InfoTot(x, y[, multiplets, verbose]) | Total information. |