static void Main(string[] args)
{
var gl = new GraphLoader();
var graph = gl.LoadFromCsvFile("../../../Datasets/KarateClub/KarateClub.csv");
var kl = new KernighanLin();
var clusteredGraph = kl.Cluster(graph);
var exporter = new GraphExporter();
exporter.ExportToCsv(clusteredGraph, "../../../Datasets/KarateClub/KarateClubClustered.csv");
}
static void Main(string[] args)
{
var gl = new GraphLoader();
var graph = gl.LoadFromCsvFile("../../../Datasets/KarateClub/KarateClub.csv");
graph.NormalizeIds();
var clusterer = new KCoreClusterer();
clusterer.Cluster(graph, 1);
clusterer.Cluster(graph, 2);
clusterer.Cluster(graph, 3);
clusterer.Cluster(graph, 4);
}
static void Main(string[] args)
{
var gl = new GraphLoader();
var graph = gl.LoadFromCsvFile("../../../Datasets/KarateClub/KarateClub.csv");
graph.NormalizeIds();
//var adjacencyMatrix = graph.GetAdjacencyMatrix();
//var cosineSimilarityMatrix = adjacencyMatrix.GetCosineSimilarityMatrix();
var clusterer = new HierarchicalAgglomerativeClusterer();
clusterer.Cluster(graph);
var exporter = new GraphExporter();
//exporter.ExportToCsv(basic, "../../../Datasets/basicGraph.csv");
//exporter.ExportToCsv(holmeKim, "../../../Datasets/holmeKim.csv");
}
static void Main(string[] args)
{
var gl = new GraphLoader();
var karate = gl.LoadFromCsvFile("../../../Datasets/KarateClub/KarateClub.csv");
var erdos = gl.LoadFromEdgeListFile("../../../Datasets/Lesson07B/erdos_export");
var barabasi = gl.LoadFromEdgeListFile("../../../Datasets/Lesson07B/barabasi_export");
var airports = gl.LoadFromEdgeListFile("../../../Datasets/Lesson07B/airports_export");
var sm = new SirModel();
double beta = 0.3;
int mu = 5;
int iterations = 30;
var karateSirDistribution = sm.Simulate(karate, beta, mu, iterations);
var erdosSirDistribution = sm.Simulate(erdos, beta, mu, iterations);
var barabasiSirDistribution = sm.Simulate(barabasi, beta, mu, iterations);
var airportsSirDistribution = sm.Simulate(airports, beta, mu, iterations);
ExportDistributionToCsv(karateSirDistribution, "../../../Exports/KarateClubSirDistribution.csv");
ExportDistributionToCsv(erdosSirDistribution, "../../../Exports/ErdosSirDistribution.csv");
ExportDistributionToCsv(barabasiSirDistribution, "../../../Exports/BarabasiSirDistribution.csv");
ExportDistributionToCsv(airportsSirDistribution, "../../../Exports/AirportsSirDistribution.csv");
}