GreedyEPL - Greedy Expected Posterior Loss
Summarises a collection of partitions into a single optimal partition. The objective function is the expected posterior loss, and the minimisation is performed through a greedy algorithm described in Rastelli, R. and Friel, N. (2017) "Optimal Bayesian estimators for latent variable cluster models" <DOI:10.1007/s11222-017-9786-y>.
Last updated 3 years ago
openblascpp
1.08 score 12 scripts 151 downloadsexpSBM - An Exponential Stochastic Block Model for Interaction Lengths
Given a continuous-time dynamic network, this package allows one to fit a stochastic blockmodel where nodes belonging to the same group create interactions and non-interactions of similar lengths. This package implements the methodology described by R. Rastelli and M. Fop (2019) <arXiv:1901.09828>.
Last updated 5 years ago
cppopenmp
1.00 score 3 scripts 217 downloadsIrishDirectorates - A Dynamic Bipartite Latent Space Model to Analyse Irish Companies' Boards from 2003 to 2013
Provides the dataset and an implementation of the method illustrated in Friel, N., Rastelli, R., Wyse, J. and Raftery, A.E. (2016) <DOI:10.1073/pnas.1606295113>.
Last updated 5 years ago
cpp
1.00 score 1 scripts 171 downloadsSparseLPM - The Sparse Latent Position Model for Nonnegative Interaction Data
Models the nonnegative entries of a rectangular adjacency matrix using a sparse latent position model, as illustrated in Rastelli, R. (2018) "The Sparse Latent Position Model for nonnegative weighted networks" <arXiv:1808.09262>.
Last updated 6 years ago
cpp
1.00 score 5 scripts 173 downloads