genericROM.BasicAlgorithms package

Submodules

• genericROM.BasicAlgorithms.Clustering module
  • ClusteringToolbox
    • ClusteringToolbox.clusteringAlgo
    • ClusteringToolbox.clusters
    • ClusteringToolbox.ClusterRenumbering()
    • ClusteringToolbox.GetClusteringAlgo()
    • ClusteringToolbox.GetClusters()
    • ClusteringToolbox.GetLabels()
    • ClusteringToolbox.GetNumberOfClusters()
    • ClusteringToolbox.ReadClusteringResults()
    • ClusteringToolbox.SetClusteringAlgo()
    • ClusteringToolbox.WriteClusteringResults()
    • ClusteringToolbox.fit()
    • ClusteringToolbox.fit_predict()
    • ClusteringToolbox.predict()
    • ClusteringToolbox.predictTest()
  • GetAdjacentClustersFromLabelsVector()
  • GetClustersFromLabelsVector()
  • GetLabelsVectorFromClusters()
  • KMedoids
    • KMedoids.nClusters
    • KMedoids.nIter
    • KMedoids.init
    • KMedoids.medoids
    • KMedoids.algo
    • KMedoids.squaredDist
    • KMedoids.runs
    • KMedoids.EvalCostFunction()
    • KMedoids.GetMedoids()
    • KMedoids.InitializeMedoids()
    • KMedoids.SetCostFunction()
    • KMedoids.fit()
    • KMedoids.fit_PAM()
    • KMedoids.fit_ParkJun()
    • KMedoids.fit_predict()
    • KMedoids.predict()
    • KMedoids.predictTest()
• genericROM.BasicAlgorithms.DataVisualization module
  • ApplyMDS()
  • Plot2DClusteringResults()
  • Plot2DClusteringResultsWithSpecificPoints()
  • Plot3DClusteringResults()
  • Plot3DClusteringResultsWithSpecificPoints()
  • VisualizationToolbox
    • VisualizationToolbox.method
    • VisualizationToolbox.dissimilarity
    • VisualizationToolbox.tSNEperplexity
    • VisualizationToolbox.embeddedData
    • VisualizationToolbox.GetEmbeddedData()
    • VisualizationToolbox.LoadEmbeddedData()
    • VisualizationToolbox.PlotClusteringResultsAndSpecificPointsOnEmbeddedData()
    • VisualizationToolbox.PlotClusteringResultsOnEmbeddedData()
    • VisualizationToolbox.PlotEmbeddedData()
    • VisualizationToolbox.SetEmbeddedData()
    • VisualizationToolbox.SetTSNEPerplexity()
    • VisualizationToolbox.fit()
    • VisualizationToolbox.fit_transform()
• genericROM.BasicAlgorithms.EIM module
  • QDEIM()
• genericROM.BasicAlgorithms.GappyPOD module
  • Fit()
  • FitAndCost()
• genericROM.BasicAlgorithms.LPEQP module
  • CallOptimizer()
  • LPEQP()
• genericROM.BasicAlgorithms.Metrics module
  • L2Dissimilarity()
  • Norm()
  • ScalarProductXX()
  • ScalarProductXY()
  • SineDissimilarity()
• genericROM.BasicAlgorithms.NNOMPA module
  • CallOptimizer()
  • NNOMPA()