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 gg = new GraphGenerator();
//var basic = gg.GenerateBasicModel(1000, 10, 2, 0.97);
var holmeKim = gg.GenerateHolmeKimModel(300, 10, 2, 0.9);
var exporter = new GraphExporter();
//exporter.ExportToCsv(basic, "../../../Datasets/basicGraph.csv");
exporter.ExportToCsv(holmeKim, "../../../Datasets/holmeKim.csv");
}
static void Main(string[] args)
{
var dl = new DataLoader();
var data = dl.LoadData("../../../Datasets/Iris/iris.data");
//var data = dl.LoadData("../../../Datasets/Iris/iris.data").Take(10).ToList();
var converter = new GraphConverter();
var graphER = converter.ConvertUsingERadius(data, 0.75);
var graphKnn = converter.ConvertUsingKnn(data, 5);
var graphERKnn = converter.ConvertUsingERadiusWithKnn(data, 0.75, 5);
var exporter = new GraphExporter();
//exporter.ExportToPajak(graph, "../../../Datasets/Iris/epsilonIris.net");
exporter.ExportToCsv(graphER, "../../../Datasets/Iris/epsilonIris.csv");
exporter.ExportToCsv(graphKnn, "../../../Datasets/Iris/knnIris.csv");
exporter.ExportToCsv(graphERKnn, "../../../Datasets/Iris/epsilonKnnIris.csv");
}
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 gg = new GraphGenerator();
var lsm = gg.GenerateLinkSelectionModel(500);
var cm = gg.GenerateCopyingModel(500, 0.5);
var exporter = new GraphExporter();
exporter.ExportToCsv(lsm, "../../../Datasets/lsm.csv");
exporter.ExportToCsv(cm, "../../../Datasets/cm.csv");
var agingPositive = gg.GenerateBarabasiAlbertModelWithAging(10, 2, 1, 10);
var agingNegative = gg.GenerateBarabasiAlbertModelWithAging(10, 2, 1, 10);
exporter.ExportToCsv(agingPositive, "../../../Exports/barabasiAgingPositive.csv");
exporter.ExportToCsv(agingNegative, "../../../Exports/barabasiAgingNegative.csv");
}
static void Main(string[] args)
{
var generator = new GraphGenerator();
var ba = generator.GenerateBarabasiAlbertModel(1000, 10, 2);
var er = generator.GenerateErdosRenyiModel(1000, 0.00398);
var baRnsSample = ba.CreateRnsSample(0.15);
var baRdnSample = ba.CreateRdnSample(0.15);
var erRnsSample = er.CreateRnsSample(0.15);
var erRdnSample = er.CreateRdnSample(0.15);
var exporter = new GraphExporter();
exporter.ExportDegreeToCsv(ba, "../../../Exports/ba.csv");
exporter.ExportDegreeToCsv(er, "../../../Exports/er.csv");
exporter.ExportDegreeToCsv(baRnsSample, "../../../Exports/baRnsSample.csv");
exporter.ExportDegreeToCsv(baRdnSample, "../../../Exports/baRdnSample.csv");
exporter.ExportDegreeToCsv(erRnsSample, "../../../Exports/erRnsSample.csv");
exporter.ExportDegreeToCsv(erRdnSample, "../../../Exports/erRdnSample.csv");
}