INCVCommunityDetection
Inductive Node-Splitting Cross-Validation for Community Detection
Implements Inductive Node-Splitting Cross-Validation (INCV) for selecting the number of communities in stochastic block models. Provides f-fold and random-split node-level cross-validation, along with competing methods including CROISSANT, Edge Cross-Validation (ECV), and Node Cross-Validation (NCV). Supports both SBM and Degree-Corrected Block Models (DCBM), with multiple loss functions (L2, binomial deviance, AUC). Includes network simulation utilities for SBM, RDPG, and latent space models.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling source/ R- | INCVCommunityDetection_0.1.0.tar.gz |
129.8 KiB |
0.1.0 |
rolling linux/jammy R-4.5 | INCVCommunityDetection_0.1.0.tar.gz |
289.5 KiB |
0.1.0 |
rolling linux/noble R-4.5 | INCVCommunityDetection_0.1.0.tar.gz |
289.4 KiB |
0.1.0 |
latest source/ R- | INCVCommunityDetection_0.1.0.tar.gz |
129.8 KiB |
0.1.0 |
latest linux/jammy R-4.5 | INCVCommunityDetection_0.1.0.tar.gz |
289.5 KiB |
0.1.0 |
latest linux/noble R-4.5 | INCVCommunityDetection_0.1.0.tar.gz |
289.4 KiB |
0.1.0 |
2026-04-26 source/ R- | INCVCommunityDetection_0.1.0.tar.gz |
129.8 KiB |
0.1.0 |
2026-04-23 source/ R- | INCVCommunityDetection_0.1.0.tar.gz |
129.8 KiB |
0.1.0 |
2026-04-09 windows/windows R-4.5 | INCVCommunityDetection_0.1.0.zip |
292.1 KiB |