BHMC.estimate | Estimates the number of communities under block models by the... |
BlockModel.Gen | Generates networks from degree corrected stochastic block... |
ConcensusClust | clusters nodes by concensus (majority voting) initialized by... |
DCSBM.estimate | Estimates DCSBM model |
ECV.block | selecting block models by ECV |
ECV.nSmooth.lowrank | selecting tuning parameter for neighborhood smoothing... |
ECV.Rank | estimates optimal low rank model for a network |
InformativeCore | identify the informative core component of a network |
LRBIC | selecting number of communities by asymptotic likelihood... |
LSM.PGD | estimates inner product latent space model by projected... |
NCV.select | selecting block models by NCV |
network.mixing | estimates network connection probability by network mixing |
network.mixing.Bfold | estimates network connection probability by network mixing... |
NMI | calculates normalized mutual information |
NSBM.estimate | estimates nomination SBM parameters given community labels by... |
NSBM.Gen | Generates networks from nomination stochastic block model |
nSmooth | estimates probabilty matrix by neighborhood smoothing |
randnet-package | Statistical modeling of random networks with model... |
RDPG.Gen | generates random networks from random dot product graph model |
reg.SP | clusters nodes by regularized spectral clustering |
reg.SSP | detects communities by regularized spherical spectral... |
RightSC | clusters nodes in a directed network by regularized spectral... |
SBM.estimate | estimates SBM parameters given community labels |
Smooth.Oracle | oracle smooth graphon estimation |
USVT | estimates the network probability matrix by the improved... |
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