FITclust
Fair Interpolated Transport for Group-Fair Clustering
Implementation of Fair Interpolated Transport (FIT), an algorithm-agnostic preprocessing framework for group-fair clustering. Group-conditional empirical distributions are moved along Wasserstein-2 geodesics toward a shared barycenter at a tunable transport intensity, and the smallest intensity meeting a soft-fairness tolerance is selected. Three soft clustering families are provided, centroid based, graph based, and model based.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | FITclust_1.0.0.tar.gz |
478.6 KiB |
1.0.0 |
rolling linux/noble R-4.5 | FITclust_1.0.0.tar.gz |
478.5 KiB |
1.0.0 |
rolling source/ R- | FITclust_1.0.0.tar.gz |
411.3 KiB |
1.0.0 |
latest linux/jammy R-4.5 | FITclust_1.0.0.tar.gz |
478.6 KiB |
1.0.0 |
latest linux/noble R-4.5 | FITclust_1.0.0.tar.gz |
478.5 KiB |
1.0.0 |
latest source/ R- | FITclust_1.0.0.tar.gz |
411.3 KiB |
1.0.0 |
2026-04-23 source/ R- | FITclust_1.0.0.tar.gz |
0 B |