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Molass Library Legacy  documentation - Home
  • main
  • Alsaker
    • Alsaker.Bridge
    • Alsaker.Compare
    • Alsaker.ComparisonPlot
  • ATSAS
    • ATSAS.Almerge
    • ATSAS.AtsasUtils
    • ATSAS.AtsasVersion
    • ATSAS.AutoRg
    • ATSAS.AutorgRunner
    • ATSAS.CorMapAnalysis
    • ATSAS.Crysol
    • ATSAS.DatCmp
    • ATSAS.DatGnom
    • ATSAS.ExecCheck
  • AutorgKek
    • AutorgKek.AppVersion
    • AutorgKek.AtsasTools
    • AutorgKek.BiComponentSolver
    • AutorgKek.ClientServer
    • AutorgKek.CommandLineOptions
    • AutorgKek.CommandMain
    • AutorgKek.CommandMainUtils
    • AutorgKek.DataModels
    • AutorgKek.DataModelsAgg
    • AutorgKek.DataModelsTripple
    • AutorgKek.ErrorResult
    • AutorgKek.Guinier
    • AutorgKek.GuinierInterval
    • AutorgKek.GuinierPorodFit
    • AutorgKek.HeadAnomalies
    • AutorgKek.IntensityData
    • AutorgKek.KekTools
    • AutorgKek.KekToolsGP
    • AutorgKek.LightObjects
    • AutorgKek.LinRegSmoother
    • AutorgKek.LinearModel
    • AutorgKek.ODR_WLS
    • AutorgKek.QrgLimitsAdjuster
    • AutorgKek.Quality
    • AutorgKek.Result
    • AutorgKek.ResultPrinter
    • AutorgKek.SAngler_WLS
    • AutorgKek.Settings
    • AutorgKek.SmoothSpline
    • AutorgKek.WLS_Basics
    • AutorgKek.WLS_Rg
  • Baseline
    • Baseline.BaseEstimater
    • Baseline.BaseScattering
    • Baseline.Baseline
    • Baseline.BaselineGuinier
    • Baseline.BaselineInspect
    • Baseline.BaselineUtils
    • Baseline.BoBaseline
    • Baseline.BpaInspect
    • Baseline.Constants
    • Baseline.Convex
    • Baseline.Debug
    • Baseline.Demo
    • Baseline.FoulingBaseline
    • Baseline.Inspect
    • Baseline.IntegralBaseline
    • Baseline.LambertBeer
    • Baseline.LambertBeerProof
    • Baseline.LambertBeerTester
    • Baseline.LinearAdjustment
    • Baseline.LinearBaseline
    • Baseline.LpmInspect
    • Baseline.LpmInspect_for_paper
    • Baseline.LpmProxy
    • Baseline.MpiAlgebra
    • Baseline.PatchUtils
    • Baseline.ScatteringBaseline
    • Baseline.UvBaseCurve
    • Baseline.UvBaseSpline
    • Baseline.UvBaseline
  • Batch
    • Batch.BatchMappingImpl
    • Batch.BatchMappingUtils
    • Batch.BatchUtils
    • Batch.DataBridge
    • Batch.DataBridgeUtils
    • Batch.DataWalk
    • Batch.FullBatch
    • Batch.LiteBatch
    • Batch.OptDataSetsProxy
    • Batch.StandardProcedure
  • BoundedLRF
    • BoundedLRF.BoundedLrfSolver
    • BoundedLRF.ErrorCorrection
    • BoundedLRF.ErrorCorrectionDemo
    • BoundedLRF.ErrorMonteCarlo
    • BoundedLRF.HardSphereDemo
    • BoundedLRF.IftDemo
    • BoundedLRF.NaiiveLrfSolver
    • BoundedLRF.ReconsiderDemo
  • CFSD
    • CFSD.SimpleDecompose
    • CFSD.SimpleDecomposeDemo
  • CharFunc
    • CharFunc.CfDomainOptimizer
    • CharFunc.CfDomainStudy
    • CharFunc.CfOptimizationStudy
    • CharFunc.PdfCfStudy
    • CharFunc.cf2DistFFT
  • Conc
    • Conc.AqBqSimilarity
    • Conc.CdInspection
    • Conc.CdNoiseMix
    • Conc.ConcDepend
    • Conc.ErHypothesis
    • Conc.RdAnim
    • Conc.SimData
  • DataStructure
    • DataStructure.AnalysisRangeInfo
    • DataStructure.BaseSurface
    • DataStructure.BaseSurfaceDemo
    • DataStructure.CorrectedData
    • DataStructure.CrysolUtils
    • DataStructure.DataDebugger
    • DataStructure.EmgPeak
    • DataStructure.InputData
    • DataStructure.InputDataUtils
    • DataStructure.LPM
    • DataStructure.MatrixData
    • DataStructure.MdViewer
    • DataStructure.MeasuredData
    • DataStructure.ModeledData
    • DataStructure.PeakInfo
    • DataStructure.RangeInfo
    • DataStructure.RawData
    • DataStructure.ScatteringCurvePlotter
    • DataStructure.SvdDataSaver
    • DataStructure.SvdDenoise
    • DataStructure.SvdTutorial
    • DataStructure.SvdViewer
    • DataStructure.UvData
    • DataStructure.UvSpecCurve
    • DataStructure.XrSpecCurve
    • DataStructure.XrayData
  • Decomposer
    • Decomposer.ConvolutionDemo
    • Decomposer.CurveDecomposer
    • Decomposer.DecompDemo
    • Decomposer.DecompEditorDebug
    • Decomposer.DecompInfo
    • Decomposer.DecompResetDialog
    • Decomposer.DecompUtils
    • Decomposer.DecompViewer
    • Decomposer.DualEvaluator
    • Decomposer.DualOptimzer
    • Decomposer.ElutionAutoencoder
    • Decomposer.ElutionDecomposer
    • Decomposer.ElutionMixtureModel
    • Decomposer.ElutionModelEditor
    • Decomposer.ElutionModelScaler
    • Decomposer.ErrorAnalysis
    • Decomposer.EvolvingFactorAnalysis
    • Decomposer.ExistingNmf
    • Decomposer.FactorAnalysis
    • Decomposer.FitRecord
    • Decomposer.MF_Tutorial
    • Decomposer.ManualDecomposer
    • Decomposer.MatrixFactorization
    • Decomposer.ModelEvaluator
    • Decomposer.OptRecsUtils
    • Decomposer.ScatteringCurveModel
    • Decomposer.UnifiedDecompResult
    • Decomposer.UnifiedDecompResultTest
    • Decomposer.WlsDecomposer
  • DENSS
    • DENSS.denss
      • DENSS.denss.resources
        • DENSS.denss.resources.resources
      • DENSS.denss.scripts
        • DENSS.denss.scripts.denss_fit_data
        • DENSS.denss.scripts.denss_pdb2mrc
      • DENSS.denss.core
      • DENSS.denss.core-orig
      • DENSS.denss.options
      • DENSS.denss.options-orig
    • DENSS.resources
      • DENSS.resources.resources
    • DENSS.DenssDriver
    • DENSS.DenssFitData
    • DENSS.DenssGui
    • DENSS.DenssManager
    • DENSS.DenssManagerDialog
    • DENSS.DenssUtils
    • DENSS.DmaxDependency
    • DENSS.DmaxEstimation
    • DENSS.update-custom-codes
    • DENSS.update-denss
  • DevelUtils
    • DevelUtils.FolderWalkers
    • DevelUtils.LegacyImporters
  • Distance
    • Distance.DeviationMeasure
    • Distance.FrobeniusXdiffmax
    • Distance.JensenShannon
    • Distance.NormalizedRmsd
  • ExcelProcess
    • ExcelProcess.ExcelManager
    • ExcelProcess.ExcelTeller
  • DMM
    • DMM.Spike
    • DMM.discrete_rv
    • DMM.dmm
    • DMM.em
    • DMM.mm
    • DMM.model_gm
    • DMM.moments
    • DMM.test
  • EFA
    • EFA.CpcDemo
    • EFA.Demo
    • EFA.RotationDemo
  • Elution
    • Elution.CurveUtils
    • Elution.Proportional
    • Elution.Proportional-temp
  • Env
    • Env.CheckEnvDialog
    • Env.EnvInfo
    • Env.EnvMessages
    • Env.GpuInfo
  • Error
    • Error.ErrorModel
  • Estimators
    • Estimators.BaseEstimator
    • Estimators.EdmEstimator
    • Estimators.EghEstimator
    • Estimators.FdEmgEstimator
    • Estimators.LjEghEstimator
    • Estimators.RtEmgEstimator
    • Estimators.SdmEstimator
    • Estimators.SdmEstimatorDebug
    • Estimators.SdmEstimatorImpl
    • Estimators.SdmEstimatorProxy
    • Estimators.StcEstimator
    • Estimators.TestTools
  • ExcelProcess
    • ExcelProcess.ExcelManager
    • ExcelProcess.ExcelTeller
  • Experiment
    • Experiment.ColumnTypeEstimator
    • Experiment.ColumnTypes
    • Experiment.DataUtils
  • Extrapolation
    • Extrapolation.AlmergeAnalyzer
    • Extrapolation.AutoRangeInspector
    • Extrapolation.ConcOptsDialog
    • Extrapolation.ConjugateGradientDemo
    • Extrapolation.ConjugateGradientThreeD
    • Extrapolation.ExSolver
    • Extrapolation.ExtrapolSolverDialog
    • Extrapolation.ExtrapolationAnimation
    • Extrapolation.ExtrapolationControlPanel
    • Extrapolation.ExtrapolationDebugger
    • Extrapolation.ExtrapolationDenssMenu
    • Extrapolation.ExtrapolationProof
    • Extrapolation.ExtrapolationSolver
    • Extrapolation.KnownPeakPenalty
    • Extrapolation.KnownPeakPenaltyNumba
    • Extrapolation.MatrixFactorAlternate
    • Extrapolation.PeakSetSelector
    • Extrapolation.PreviewButtonFrame
    • Extrapolation.PreviewController
    • Extrapolation.PreviewData
    • Extrapolation.PreviewResultSaver
    • Extrapolation.RangeInspector
    • Extrapolation.RankInspection
    • Extrapolation.ScatteringCurveViewer
    • Extrapolation.SmoothFactorizer
    • Extrapolation.SmoothnessPenalty
    • Extrapolation.SmoothnessPenaltyNumba
    • Extrapolation.WeightedLRF
  • Factors
    • Factors.LucaLib
    • Factors.PyChemLib
    • Factors.PyChemLib2D
    • Factors.PyChemLib3D
    • Factors.RdfDemo
  • Global
    • Global.V2Init
  • Gmm
    • Gmm.FoleyGmm
    • Gmm.FoleyGmm-nearly-original
    • Gmm.GmmUtils
    • Gmm.KPeaks
    • Gmm.MatsukenGmm
    • Gmm.MatsukenGmm-nearly-original
    • Gmm.MemAnnealing
    • Gmm.SingleGmm
    • Gmm.ZhiyaZuoGmm
  • GuinierAnalyzer
    • GuinierAnalyzer.AutorgKekAdapter
    • GuinierAnalyzer.GuinierDiffViewer
    • GuinierAnalyzer.GuinierViewer
    • GuinierAnalyzer.SimpleGuinier
    • GuinierAnalyzer.SimpleGuinierAnalyzer
    • GuinierAnalyzer.SimpleGuinierAnimation
    • GuinierAnalyzer.SimpleGuinierDemo
    • GuinierAnalyzer.SimpleGuinierFolderAnalyzer
    • GuinierAnalyzer.SimpleGuinierGuiUtils
    • GuinierAnalyzer.SimpleGuinierMain
    • GuinierAnalyzer.SimpleGuinierScore
    • GuinierAnalyzer.SimpleGuinierScoreDialog
    • GuinierAnalyzer.SimpleGuinierTester
  • GuinierTools
    • GuinierTools.Alsaker2017
    • GuinierTools.Alsaker2017_Test
    • GuinierTools.CompareGdevMeasures
    • GuinierTools.CpdDecompDirect
    • GuinierTools.CpdDecompIndirect
    • GuinierTools.CpdDecompIndirectImpl
    • GuinierTools.CpdDecompUtils
    • GuinierTools.GuinierDeviation
    • GuinierTools.GuinierDeviationTester
    • GuinierTools.RgComputer
    • GuinierTools.RgCurveDbMaker
    • GuinierTools.RgCurveUtils
  • GuiParts
    • GuiParts.ColumnTypeSelector
    • GuiParts.ConcFactorsEntry
    • GuiParts.FileInfoTable
    • GuiParts.FileInfoTable-no-limit
    • GuiParts.NonAsciiPaths
    • GuiParts.UvFolderEntry
  • HdcTheory
    • HdcTheory.ElutionCurve
    • HdcTheory.LaminarFlow
    • HdcTheory.SpikeDemo
  • Hplc
    • Hplc.HplcSimulator
  • ICIS
    • ICIS.IcisDemo
    • ICIS.XrayLrfConc
    • ICIS.XrayLrfConcProof
  • IFT
    • IFT.IftOptimizeImpl
  • InputProcess
    • InputProcess.FolderInfo
    • InputProcess.InputManager
    • InputProcess.InputTeller
  • Irregular
    • Irregular.Preprocess
  • Jupyter
    • Jupyter.Installer
    • Jupyter.JupyterLab
  • KDE
    • KDE.Spike
  • KekLib
    • KekLib.Affine
    • KekLib.ArgParser
    • KekLib.BasicUtils
    • KekLib.BraceWidgets
    • KekLib.CallStack
    • KekLib.Canvas3D
    • KekLib.CanvasDialog
    • KekLib.CanvasFrame
    • KekLib.ChangeableLogger
    • KekLib.CircleGeometry
    • KekLib.CleanerThread
    • KekLib.Console
    • KekLib.ContextUtils
    • KekLib.ControlKeyState
    • KekLib.CustomMessageBox
    • KekLib.DDList
    • KekLib.DebugCanvas
    • KekLib.DebugPlot
    • KekLib.DebugPlotUtils
    • KekLib.DebugUtils
    • KekLib.DiffUtils
    • KekLib.DisguinsingWidgets
    • KekLib.DpiAware
    • KekLib.DraggableArrow
    • KekLib.DraggableCurves
    • KekLib.DraggableListbox
    • KekLib.DynamicObjects
    • KekLib.EnvironCheck
    • KekLib.EvalUtils
    • KekLib.ExcelCOM
    • KekLib.ExcelLogChart
    • KekLib.ExceptionTracebacker
    • KekLib.FileTimeUtils
    • KekLib.GeometryUtils
    • KekLib.Gmail
    • KekLib.GuPy
    • KekLib.HookableMessageBox
    • KekLib.HtmlColorNames
    • KekLib.ImportUtils
    • KekLib.IntegrateUtils
    • KekLib.KillableThread
    • KekLib.KnownPaths
    • KekLib.LinkedToplevel
    • KekLib.ListingFrame
    • KekLib.LmfitThreadSafe
    • KekLib.LogDiff
    • KekLib.LogicalExpression
    • KekLib.MachineTypes
    • KekLib.MatplotlibUtils
    • KekLib.MemoryUtils
    • KekLib.MenuButton
    • KekLib.MessageBoxUtils
    • KekLib.MinimalTiff
    • KekLib.MplAnnotate
    • KekLib.MplCanvas
    • KekLib.MplUtils
    • KekLib.MultiMonitor
    • KekLib.NaturalSort
    • KekLib.NoseTools
    • KekLib.NoseUtils
    • KekLib.NumInverse
    • KekLib.NumpyArrayUtils
    • KekLib.NumpyUtils
    • KekLib.OnTheFlyUtils
    • KekLib.OpenPyXlUtil
    • KekLib.OpenPyXlUtils
    • KekLib.OurColorMaps
    • KekLib.OurCommonDialog
    • KekLib.OurCurvature
    • KekLib.OurException
    • KekLib.OurGeomdl
    • KekLib.OurGini
    • KekLib.OurGiniSOF
    • KekLib.OurImageIO
    • KekLib.OurImporter
    • KekLib.OurManim
    • KekLib.OurManim3D
    • KekLib.OurMatplotlib
    • KekLib.OurMatplotlib3D
    • KekLib.OurMessageBox
    • KekLib.OurMmap
    • KekLib.OurMock
    • KekLib.OurMultiprocessing
    • KekLib.OurNavigationToolbar
    • KekLib.OurPipApi
    • KekLib.OurPlotUtils
    • KekLib.OurProfiler
    • KekLib.OurScreenShot
    • KekLib.OurStatsModels
    • KekLib.OurSubprocess
    • KekLib.OurTk
    • KekLib.OurTkinter
    • KekLib.OurToplevel
    • KekLib.OurTtk
    • KekLib.PathUtils
    • KekLib.PersistentInfo
    • KekLib.PersistentPy
    • KekLib.PlotUtils
    • KekLib.PolygonGeometry
    • KekLib.Polynomial
    • KekLib.PopupMenuUtils
    • KekLib.ProgressInfo
    • KekLib.ProgressInfoDialog
    • KekLib.ProgressInfoDialog-test
    • KekLib.ProgressMinDialog
    • KekLib.ReadOnlyText
    • KekLib.RecentFolders
    • KekLib.RollingStats
    • KekLib.RunAsAdmin
    • KekLib.RunPython
    • KekLib.SaferSpinbox
    • KekLib.SciPyCookbook
    • KekLib.SciPyMisc
    • KekLib.ScipyUtils
    • KekLib.ScrolledFrame
    • KekLib.SharedArray
    • KekLib.SharedArrayTry
    • KekLib.SharedArrays
    • KekLib.Shutdown
    • KekLib.SimulatedAnnealing
    • KekLib.SingleInstance
    • KekLib.SliceUtils
    • KekLib.SplashScreen
    • KekLib.StdoutLogger
    • KekLib.StdoutRedirector
    • KekLib.SubProcess
    • KekLib.TestTkUtils
    • KekLib.TestUtils
    • KekLib.TextShowDialog
    • KekLib.ThreadUtils
    • KekLib.ThreeDimUtils
    • KekLib.TimeUtils
    • KekLib.TkAppInit
    • KekLib.TkCustomWidgets
    • KekLib.TkDebugDnd
    • KekLib.TkMiniTable
    • KekLib.TkMplUtils
    • KekLib.TkSizableWidgets
    • KekLib.TkSupplements
    • KekLib.TkTableWrapper
    • KekLib.TkTableWrapper-orig
    • KekLib.TkTester
    • KekLib.TkUtils
    • KekLib.Unicode
    • KekLib.UpdateDailog
    • KekLib.VersionUtils
    • KekLib.WindowSizeTester
    • KekLib.mplclofa
  • Kratky
    • Kratky.GuinierKratkyInfo
    • Kratky.GuinierKratkyPlots
    • Kratky.GuinierKratkyView
  • LoaderProcess
    • LoaderProcess.DataLoader
  • LRF
    • LRF.ConcMatrix
    • LRF.ElutionMatrix
    • LRF.EoiiCorrector
    • LRF.LrfInfo
    • LRF.LrfInfoProxy
    • LRF.LrfResultPool
    • LRF.LrfRgUtils
    • LRF.LrfSolver
    • LRF.PnoScdMap
    • LRF.RegalsDemo
    • LRF.SimultaneousLRF
    • LRF.UnknownConc
    • LRF.regals
  • Mapping
    • Mapping.CurveSimilarity
    • Mapping.ElutionMapper
    • Mapping.ElutionMapperAdjuster
    • Mapping.ElutionMapperAnimator
    • Mapping.ElutionMapperCanvas
    • Mapping.ElutionMapperPlotter
    • Mapping.FewerPointMapper
    • Mapping.ManualAdjuster
    • Mapping.MapperConstructor
    • Mapping.MappingOptimizer
    • Mapping.MappingParams
    • Mapping.MappingUtils
    • Mapping.MappingV2Utils
    • Mapping.PeakCurve
    • Mapping.PeakMapper
    • Mapping.PeakMappingRefiner
    • Mapping.PeakMappingSolver
    • Mapping.ReducedCurve
    • Mapping.SimplestMapper
    • Mapping.SingleComponent
    • Mapping.SurveyUtils
  • MD
    • MD.3d-amin
    • MD.LjDemo
    • MD.MdaDemo
    • MD.NzDemo
    • MD.code1
    • MD.code2
  • Menus
    • Menus.GuiDenssTools
    • Menus.GuiDevelopment
    • Menus.GuiMctTools
    • Menus.GuiReferences
    • Menus.GuiSecTools
    • Menus.GuiSettings
    • Menus.GuiTutorials
    • Menus.JupyterMenu
    • Menus.V2Menu
  • Microfluidics
    • Microfluidics.AverageSubtractorDialog
    • Microfluidics.BackgroundMaker
    • Microfluidics.ConcNormalizer
    • Microfluidics.ConcNormalizerDialog
    • Microfluidics.DataSubtractor
    • Microfluidics.DelayAdjuster
    • Microfluidics.DelayOptimizer
    • Microfluidics.FlowSimulator
    • Microfluidics.IndividualSubtractorDialog
    • Microfluidics.InspectionInAngles
    • Microfluidics.MctDecompDialog
    • Microfluidics.MctRangeInfo
    • Microfluidics.MethodAdjusterFrame
    • Microfluidics.MethodFile
    • Microfluidics.MethodFileSimulator
    • Microfluidics.MicrofluidicElution
    • Microfluidics.MicrofluidicMapping
    • Microfluidics.MinimumSurface
    • Microfluidics.PreprocessDialog
    • Microfluidics.SimpleSolver
    • Microfluidics.SimpleTutorial
    • Microfluidics.SimpleUnfolding
    • Microfluidics.SubtractorFrame
    • Microfluidics.ThreeStateDimerSolver
    • Microfluidics.ThreeStateMonomerSolver
    • Microfluidics.TwoStateSolver
    • Microfluidics.UnfoldingModel
    • Microfluidics.UnfoldingTutorial
  • ModelParams
    • ModelParams.BaseSliderInfo
    • ModelParams.BaselineParams
    • ModelParams.BoundedSecParams
    • ModelParams.EdmParams
    • ModelParams.EdmParamsSheet
    • ModelParams.EdmPlotUtils
    • ModelParams.EdmSliderInfo
    • ModelParams.EghAdjuster
    • ModelParams.EghParams
    • ModelParams.EghParamsSheet
    • ModelParams.EghPlotUtils
    • ModelParams.EmgPlotUtils
    • ModelParams.FdEmgParams
    • ModelParams.FdEmgParamsSheet
    • ModelParams.LjEghParams
    • ModelParams.LjEghParamsSheet
    • ModelParams.ModelDebugUtils
    • ModelParams.MonoporeSecParams
    • ModelParams.ParamSetUtils
    • ModelParams.ParamsSheetBase
    • ModelParams.RtEmgParams
    • ModelParams.RtEmgParamsSheet
    • ModelParams.SdmParams
    • ModelParams.SdmParamsSheet
    • ModelParams.SdmPlotUtils
    • ModelParams.SdmSliderInfo
    • ModelParams.SeccolFunctions
    • ModelParams.SimpleSecParams
    • ModelParams.StcAdjuster
    • ModelParams.StcParams
    • ModelParams.StcParamsSheet
    • ModelParams.StcPlotUtils
  • Models
    • Models.AffineContinuityDemo
    • Models.CfsEvalPeaks
    • Models.CfsEvalPeaksDemo
    • Models.Characteristic
    • Models.CharacteristicDemo
    • Models.EGH
    • Models.EMG
    • Models.Egh2Emg
    • Models.ElutionCurveModels
    • Models.ElutionModelDemo
    • Models.ElutionModelUtils
    • Models.HistoryDemo
    • Models.InvertibleSpline
    • Models.ModelUtils
    • Models.ModelUtilsException
    • Models.MomentFitting
    • Models.Proportional
    • Models.ProportionalDemo
    • Models.RateTheoryDemo
    • Models.Tentative
    • Models.TentativeDemo
  • MultiProc
    • MultiProc.Driver
    • MultiProc.Manager
    • MultiProc.ManagerDialog
  • MXD
    • MXD.Bayesian
    • MXD.FastDecomposer
    • MXD.MappingDecomposer
    • MXD.Spike
  • ObjectiveFunctions
    • ObjectiveFunctions.G0346
    • ObjectiveFunctions.G0525
    • ObjectiveFunctions.G0665
    • ObjectiveFunctions.G0705
    • ObjectiveFunctions.G1100
    • ObjectiveFunctions.G2010
  • OnTheFly
    • OnTheFly.DebugDialog
    • OnTheFly.DebugImpl
  • Optimizer
    • Optimizer.AdhocFigure
    • Optimizer.AllParameters
    • Optimizer.AscDscDifference
    • Optimizer.Asymptotical
    • Optimizer.BackRunner
    • Optimizer.BaselineOptimizer
    • Optimizer.BasicOptimizer
    • Optimizer.BoundaryView
    • Optimizer.BoundsAnalysis
    • Optimizer.BoundsInspection
    • Optimizer.ColumnInterp
    • Optimizer.ColumnInterpGPU
    • Optimizer.ComplementaryView
    • Optimizer.CompositeInfo
    • Optimizer.DefaultNumPeaks
    • Optimizer.DefaultNumPeaks-try
    • Optimizer.Demo
    • Optimizer.EghGradient
    • Optimizer.ElutionComposer
    • Optimizer.ElutionModelsGPU
    • Optimizer.FactorCurvePlot
    • Optimizer.FixedBaselineOptimizer
    • Optimizer.FullOptDialog
    • Optimizer.FullOptInput
    • Optimizer.FullOptResult
    • Optimizer.FullOptUtils
    • Optimizer.FuncImporter
    • Optimizer.FuncReloadUtils
    • Optimizer.FunctionChanger
    • Optimizer.FunctionDebugger
    • Optimizer.FunctionDebuggerUtils
    • Optimizer.FvScoreConverter
    • Optimizer.FvScoreDetails
    • Optimizer.FvScoreInspecor
    • Optimizer.FvSynthesisOptimizer
    • Optimizer.FvSynthesizer
    • Optimizer.FvSynthesizerHistory
    • Optimizer.GlobalInspector
    • Optimizer.GuinierRg
    • Optimizer.InitialInfo
    • Optimizer.IntegerRatios
    • Optimizer.JobStateCanvas
    • Optimizer.JobStateInfo
    • Optimizer.LrfExporter
    • Optimizer.LrfOptimizer
    • Optimizer.ModelDataSet
    • Optimizer.ModifyStateDialog
    • Optimizer.MwIntegrity
    • Optimizer.NaviFrame
    • Optimizer.NpSharedMemory
    • Optimizer.NumComponents
    • Optimizer.NumericalUtils
    • Optimizer.OptConstants
    • Optimizer.OptDataSets
    • Optimizer.OptJobInfo
    • Optimizer.OptJobResultInfo
    • Optimizer.OptLogFile
    • Optimizer.OptLrfInfo
    • Optimizer.OptLrfInfoDebug
    • Optimizer.OptStrategyDialog
    • Optimizer.OptimalElution
    • Optimizer.OptimizerMain
    • Optimizer.OptimizerSettings
    • Optimizer.OptimizerUtils
    • Optimizer.ParameterTransition
    • Optimizer.ParameterTransitionPlot
    • Optimizer.ParamsAdjuster
    • Optimizer.ParamsInspection
    • Optimizer.ParamsIterator
    • Optimizer.ParamsSelector
    • Optimizer.PenaltyUtils
    • Optimizer.RatioInterpretIllust
    • Optimizer.ResidualView
    • Optimizer.RestartPatcher
    • Optimizer.ResultAnimation
    • Optimizer.ResultFolderSelector
    • Optimizer.ResultProxy
    • Optimizer.RgCurveInspect
    • Optimizer.RgDiscreteness
    • Optimizer.RgSecUpdater
    • Optimizer.RgVisibleFigure
    • Optimizer.ScaleAdjustInspect
    • Optimizer.ScoreTransition
    • Optimizer.SecConformance
    • Optimizer.SecInspection
    • Optimizer.SettingsSerializer
    • Optimizer.SimpleDebugUtils
    • Optimizer.StateSequence
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  • .rst

Gmm.ZhiyaZuoGmm

Contents

  • GMM
    • GMM.e_step()
    • GMM.fit()
    • GMM.loglikelihood()
    • GMM.m_step()
  • GmmAdaptor
    • GmmAdaptor.fit()
  • blog_demo()

Gmm.ZhiyaZuoGmm#

ZhiyaZuoGmm.py.

adapted from:

Expectation Maximization https://zhiyzuo.github.io/EM/

or

sohaib730/Gaussian-Mixture-Model

class GMM(X, k=2, max_iter=1000)#

Bases: object

e_step()#
fit(tol=0.0001)#
loglikelihood()#
m_step()#
class GmmAdaptor(k, max_iter=1000)#

Bases: object

fit(X)#
blog_demo()#

previous

Gmm.SingleGmm

next

GuinierAnalyzer

Contents
  • GMM
    • GMM.e_step()
    • GMM.fit()
    • GMM.loglikelihood()
    • GMM.m_step()
  • GmmAdaptor
    • GmmAdaptor.fit()
  • blog_demo()

By Molass Community

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