GitHub topics: stochastic-block-model

Repositories

teobucci/bayesian-statistics-project

Project for the Bayesian Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).

Language: TeX - Size: 83.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 2

GrossSBM/missSBM

An R package for adjusting Stochastic Block Models from networks data sampled under various missing data conditions

Language: R - Size: 85.1 MB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 2

eudald-seeslab/mmsbm

Mixed Membership Stochastic Block Models

Language: Python - Size: 7.37 MB - Last synced at: 9 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 1

lucaslopes/hedonic

Hedonic Game Theory for Community Detection

Language: Python - Size: 118 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Pruning tool to identify small subsets of network partitions that are significant from the perspective of stochastic block model inference. This method works for single-layer and multi-layer networks, as well as for restricting focus to a fixed number of communities when desired.

Language: Python - Size: 2.68 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 16 - Forks: 2

junipertcy/bipartiteSBM

A Bayesian model+algorithm for community detection in bipartite networks

Language: Python - Size: 4.1 MB - Last synced at: about 15 hours ago - Pushed at: over 4 years ago - Stars: 57 - Forks: 9

kvignesh1420/gnn_collapse

[NeurIPS 2023] Official implementation of "A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks"

Language: Python - Size: 481 KB - Last synced at: 19 days ago - Pushed at: 9 months ago - Stars: 6 - Forks: 2

GrossSBM/sbm

A package to sample and estimate variants of the stochastic blockmodel from network data

Language: R - Size: 120 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 16 - Forks: 6

Jonas1312/community-detection-in-graphs 📦

Community Detection in Graphs (master's degree short project)

Language: Python - Size: 106 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 40 - Forks: 14

timothewt/AdvancedGraphClustering

Advanced Graph Clustering method documentation and implementation (From Spectral Clustering to Deep Graph Clustering)

Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: 8 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 3

OnnoKampman/variational-nnet-sbm

Neural Network based Stochastic Blockmodel using Variational Inference

Language: Python - Size: 21.5 KB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

jg-you/sbm_canonical_mcmc

C++ implementation of a MCMC sampler for the (canonical) SBM

Language: C++ - Size: 21.5 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 0

ryanjgallagher/core_periphery_sbm

Bayesian network models for inferring core-periphery structure

Language: Python - Size: 31.3 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 2

SPOC-group/StochasticBlockModelVariants.jl

Simulation and inference for contextual and neural SBMs

Language: Julia - Size: 185 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

junipertcy/bipartiteSBM-KL

Graph partitioning engine for the degree-corrected bipartite Stochastic Block Model, using the Kernighan-Lin algorithm.

Language: C++ - Size: 31.3 KB - Last synced at: about 15 hours ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0

junipertcy/bipartiteSBM-MCMC

C++ implementation of a MCMC sampler for the (microcanonical) bipartite SBM

Language: C++ - Size: 211 KB - Last synced at: about 15 hours ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 1

IdeasLabUT/Dynamic-Stochastic-Block-Model

MATLAB toolbox for fitting discrete-time dynamic stochastic block models

Language: Matlab - Size: 684 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 6

zhengdao-chen/GNN4CD

Supervised community detection with line graph neural networks

Language: Python - Size: 55.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 81 - Forks: 19

high-dimensional/brain-tumour-genetic-networks

Language: Jupyter Notebook - Size: 35.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

pcbouman-eur/es_simulations

Software that simulates voting processes and compares electoral systems. A network of voters is generated by the Stochastic Block Model or a distance-based model. Opinion dynamics are run on the network with options for zealots and media bias. Different electoral systems are supported with high flexibility to accommodate real-world systems.”

Language: Python - Size: 6.96 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0