A B C D E F G H I L M N O P Q R S T U V X _

A

AbstractLinkFunction - Class in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

AbstractLinkFunction() - Constructor for class com.github.chen0040.glm.links.AbstractLinkFunction

addIterateListener(NumericSolutionIterateListener) - Method in class com.github.chen0040.glm.search.LocalSearch

addIterateListener(NumericSolutionIterateListener) - Method in class com.github.chen0040.glm.search.SearchListenerService

addRow(DataRow) - Method in class com.github.chen0040.glm.data.BasicDataFrame

addRow(DataRow) - Method in interface com.github.chen0040.glm.data.DataFrame

addUpdateListener(NumericSolutionUpdatedListener) - Method in class com.github.chen0040.glm.search.LocalSearch

addUpdateListener(NumericSolutionUpdatedListener) - Method in class com.github.chen0040.glm.search.SearchListenerService

adjustedR2 - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

alpha() - Method in class com.github.chen0040.glm.search.LineSearchResult

apply(double[]) - Static method in class com.github.chen0040.glm.maths.Mean

apply(double[], double) - Static method in class com.github.chen0040.glm.maths.StdDev

apply(double[], double) - Static method in class com.github.chen0040.glm.maths.Variance

apply(double[], double[], double[], Object) - Method in interface com.github.chen0040.glm.search.CostEvaluationMethod

apply(double[], double[], double[], double[], Object) - Method in interface com.github.chen0040.glm.search.GradientEvaluationMethod

apply(double[]) - Static method in class com.github.chen0040.glm.utils.Mean

apply(double[], double) - Static method in class com.github.chen0040.glm.utils.StdDev

apply(double[], double) - Static method in class com.github.chen0040.glm.utils.Variance

asInput(String) - Method in interface com.github.chen0040.glm.data.DataQuery.DataColumnBuilder

asOutput(String) - Method in interface com.github.chen0040.glm.data.DataQuery.DataColumnBuilder

atof(String) - Static method in class com.github.chen0040.glm.utils.CsvUtils

atoi(String) - Static method in class com.github.chen0040.glm.utils.CsvUtils

avgFalsePositive() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

avgTruePositive() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

B

BasicDataFrame - Class in com.github.chen0040.glm.data

Created by xschen on 1/5/2017.

BasicDataFrame() - Constructor for class com.github.chen0040.glm.data.BasicDataFrame

BasicDataRow - Class in com.github.chen0040.glm.data

Created by xschen on 1/5/2017.

BasicDataRow() - Constructor for class com.github.chen0040.glm.data.BasicDataRow

BetaFormula - Enum in com.github.chen0040.glm.search.methods.cgs

Created by xschen on 12/8/15.

BinaryClassifierEvaluator - Class in com.github.chen0040.glm.evaluators

Created by xschen on 10/9/2016.

BinaryClassifierEvaluator() - Constructor for class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

BinaryClassifierEvaluator(int, int, int, int) - Constructor for class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

blank() - Static method in class com.github.chen0040.glm.data.DataQuery

blank() - Method in interface com.github.chen0040.glm.data.DataQuery.FormatBuilder

build() - Method in interface com.github.chen0040.glm.data.DataQuery.DataFrameQueryBuilder

C

calcGradient(double[], double[]) - Method in class com.github.chen0040.glm.search.CostFunction

calcGradient(double) - Method in class com.github.chen0040.glm.search.CostFunction

calcGradient(double[], double[], CostEvaluationMethod, double[], double[], Object) - Static method in class com.github.chen0040.glm.search.GradientEstimation

categoricalTarget() - Method in class com.github.chen0040.glm.data.BasicDataRow

categoricalTarget() - Method in interface com.github.chen0040.glm.data.DataRow

categoricalTargetColumnName() - Method in class com.github.chen0040.glm.data.BasicDataRow

categoricalTargetColumnName() - Method in interface com.github.chen0040.glm.data.DataRow

ClassifierEvaluator - Class in com.github.chen0040.glm.evaluators

Created by xschen on 11/16/16.

ClassifierEvaluator() - Constructor for class com.github.chen0040.glm.evaluators.ClassifierEvaluator

classifiers - Variable in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

classify(DataRow) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

classLabels() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

clone() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

clone() - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

clone(List<T>, Function<T, T>) - Static method in class com.github.chen0040.glm.utils.CollectionUtils

Coefficients - Class in com.github.chen0040.glm.data

Created by xschen on 18/8/15.

Coefficients() - Constructor for class com.github.chen0040.glm.data.Coefficients

CollectionUtils - Class in com.github.chen0040.glm.utils

Created by xschen on 1/5/2017.

CollectionUtils() - Constructor for class com.github.chen0040.glm.utils.CollectionUtils

com.github.chen0040.glm - package com.github.chen0040.glm

Created by xschen on 28/4/2017.

com.github.chen0040.glm.data - package com.github.chen0040.glm.data

com.github.chen0040.glm.enums - package com.github.chen0040.glm.enums

com.github.chen0040.glm.evaluators - package com.github.chen0040.glm.evaluators

com.github.chen0040.glm.links - package com.github.chen0040.glm.links

com.github.chen0040.glm.maths - package com.github.chen0040.glm.maths

com.github.chen0040.glm.metrics - package com.github.chen0040.glm.metrics

com.github.chen0040.glm.search - package com.github.chen0040.glm.search

com.github.chen0040.glm.search.events - package com.github.chen0040.glm.search.events

com.github.chen0040.glm.search.methods.cgs - package com.github.chen0040.glm.search.methods.cgs

com.github.chen0040.glm.search.methods.naive - package com.github.chen0040.glm.search.methods.naive

com.github.chen0040.glm.search.solutions - package com.github.chen0040.glm.search.solutions

com.github.chen0040.glm.solvers - package com.github.chen0040.glm.solvers

com.github.chen0040.glm.utils - package com.github.chen0040.glm.utils

computeBeta(double[], double[], double[]) - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

ConfusionMatrix - Class in com.github.chen0040.glm.evaluators

Created by xschen on 11/16/16.

ConfusionMatrix() - Constructor for class com.github.chen0040.glm.evaluators.ConfusionMatrix

constraint - Variable in class com.github.chen0040.glm.search.CostFunction

copy(DataRow) - Method in class com.github.chen0040.glm.data.BasicDataRow

copy(Coefficients) - Method in class com.github.chen0040.glm.data.Coefficients

copy(DataRow) - Method in interface com.github.chen0040.glm.data.DataRow

copy(InputDataColumn) - Method in class com.github.chen0040.glm.data.InputDataColumn

copy(GlmStatistics) - Method in class com.github.chen0040.glm.metrics.GlmStatistics

copy(CostFunction) - Method in class com.github.chen0040.glm.search.CostFunction

copy(LocalSearch) - Method in class com.github.chen0040.glm.search.LocalSearch

copy(LocalSearch) - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

copy(LocalSearch) - Method in class com.github.chen0040.glm.search.methods.naive.SweepingSearch

copy(Glm) - Method in class com.github.chen0040.glm.solvers.Glm

copy(GlmAlgorithm) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

copy(GlmAlgorithm) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrls

copy(GlmAlgorithm) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

copy(GlmAlgorithm) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

copy(Scaler) - Method in class com.github.chen0040.glm.utils.Scaler

cost() - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

CostEvaluationMethod - Interface in com.github.chen0040.glm.search

Created by xschen on 29/4/2017.

CostFunction - Class in com.github.chen0040.glm.search

Created by xschen on 12/8/15.

CostFunction(int, double, double) - Constructor for class com.github.chen0040.glm.search.CostFunction

CostFunction() - Constructor for class com.github.chen0040.glm.search.CostFunction

create(double[], double[]) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolutionFactory

createClassifier(String) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

createClassifiers(DataFrame) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

createRandom(double[], double[]) - Method in class com.github.chen0040.glm.search.methods.naive.RandomSearch

createRandomSolution() - Method in class com.github.chen0040.glm.search.CostFunction

createSolver(double[][], double[]) - Method in class com.github.chen0040.glm.solvers.Glm

csv(String, boolean) - Static method in class com.github.chen0040.glm.data.DataQuery

csv(String, boolean) - Method in interface com.github.chen0040.glm.data.DataQuery.FormatBuilder

csv(InputStream, String, boolean, Function<String[], Boolean>, Consumer<Exception>) - Static method in class com.github.chen0040.glm.utils.CsvUtils

CsvUtils - Class in com.github.chen0040.glm.utils

Created by xschen on 1/5/2017.

CsvUtils() - Constructor for class com.github.chen0040.glm.utils.CsvUtils

D

DataFileType - Enum in com.github.chen0040.glm.data

Created by xschen on 2/5/2017.

DataFrame - Interface in com.github.chen0040.glm.data

Created by xschen on 28/4/2017.

DataQuery - Class in com.github.chen0040.glm.data

Created by xschen on 1/5/2017.

DataQuery() - Constructor for class com.github.chen0040.glm.data.DataQuery

DataQuery.DataColumnBuilder - Interface in com.github.chen0040.glm.data

DataQuery.DataFrameQueryBuilder - Interface in com.github.chen0040.glm.data

DataQuery.DataTableBuilder - Interface in com.github.chen0040.glm.data

DataQuery.FormatBuilder - Interface in com.github.chen0040.glm.data

DataQuery.SourceBuilder - Interface in com.github.chen0040.glm.data

DataRow - Interface in com.github.chen0040.glm.data

Created by xschen on 28/4/2017.

DiagonalMatrix(double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

dimensionCount - Variable in class com.github.chen0040.glm.search.CostFunction

divide(NumericSolution, double) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolution

durationInSeconds() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

E

ElementWiseAbs(double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseAdd(double[], double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseAdd(double, double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseDivide(double[], double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseExp(double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseMinus(double[], double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseMinus(double, double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseMultiply(double, double[], double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

ElementWiseMultiply(double, double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

end() - Method in interface com.github.chen0040.glm.data.DataQuery.DataTableBuilder

end() - Method in interface com.github.chen0040.glm.data.Sampler.RowBuilder

equals(Object) - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

equals(Object) - Method in class com.github.chen0040.glm.utils.TupleTwo

evaluate(boolean, boolean) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

evaluate(String, String) - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

evaluate(double, double) - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

evaluate(double[]) - Method in class com.github.chen0040.glm.search.CostFunction

evaluate(double) - Method in class com.github.chen0040.glm.search.CostFunction

evaluateCost - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

evaluateGradient - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

exchange(List<T>, int, int) - Static method in class com.github.chen0040.glm.utils.CollectionUtils

F

fit(DataFrame) - Method in class com.github.chen0040.glm.solvers.Glm

fit(DataFrame) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

fit(DataFrame) - Method in class com.github.chen0040.glm.utils.Scaler

fool(double, double) - Static method in class com.github.chen0040.glm.search.GradientEstimation

forColumn(String) - Method in class com.github.chen0040.glm.data.Sampler

forColumn(String) - Method in interface com.github.chen0040.glm.data.Sampler.RowBuilder

from(InputStream) - Method in interface com.github.chen0040.glm.data.DataQuery.SourceBuilder

fx() - Method in class com.github.chen0040.glm.search.LineSearchResult

G

GaussianElimination(double[][], double[][], double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

generate(BiFunction<String, Integer, Double>) - Method in interface com.github.chen0040.glm.data.Sampler.ColumnBuilder

get(int) - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

getAccuracy() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getAccuracy() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getAdjustedR2() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getAlpha() - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

getCategoricalTargetCell(String) - Method in class com.github.chen0040.glm.data.BasicDataRow

getCategoricalTargetCell(String) - Method in interface com.github.chen0040.glm.data.DataRow

getCategoricalTargetColumnNames() - Method in class com.github.chen0040.glm.data.BasicDataRow

getCategoricalTargetColumnNames() - Method in interface com.github.chen0040.glm.data.DataRow

getCell(String) - Method in class com.github.chen0040.glm.data.BasicDataRow

getCell(String) - Method in interface com.github.chen0040.glm.data.DataRow

getClassifierScore(DataRow, Glm) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

getClassLabels() - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

getCoefficients() - Method in class com.github.chen0040.glm.solvers.Glm

getCoefficients() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getCoefficients() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

getColumnName() - Method in class com.github.chen0040.glm.data.InputDataColumn

getColumnName() - Method in class com.github.chen0040.glm.data.OutputDataColumn

getColumnNames() - Method in class com.github.chen0040.glm.data.BasicDataRow

getColumnNames() - Method in interface com.github.chen0040.glm.data.DataRow

getColumnSum(String) - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

getConfusionMatrix() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getConstraint() - Method in class com.github.chen0040.glm.search.CostFunction

getCount(String, String) - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

getDescriptors() - Method in class com.github.chen0040.glm.data.Coefficients

GetDeterminant(double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

getDimensionCount() - Method in class com.github.chen0040.glm.search.CostFunction

GetDistanceSq2(NumericSolution) - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

getDistributionFamily() - Method in class com.github.chen0040.glm.solvers.Glm

getDistributionFamily() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getEvaluationcount() - Method in class com.github.chen0040.glm.search.CostFunction

getF1Score() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getF1ScoreByClass() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getFallout() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getFalloutByClass() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getFalseNegative() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getFalsePositive() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getFalsePositiveCount(String) - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getInputColumns() - Method in class com.github.chen0040.glm.data.BasicDataFrame

getInputColumns() - Method in interface com.github.chen0040.glm.data.DataFrame

GetInvLink(double) - Method in class com.github.chen0040.glm.links.AbstractLinkFunction

GetInvLink(double) - Method in class com.github.chen0040.glm.links.IdentityLinkFunction

GetInvLink(double) - Method in class com.github.chen0040.glm.links.InverseLinkFunction

GetInvLink(double) - Method in class com.github.chen0040.glm.links.InverseSquaredLinkFunction

GetInvLink(double) - Method in interface com.github.chen0040.glm.links.LinkFunction

GetInvLink(double) - Method in class com.github.chen0040.glm.links.LogitLinkFunction

GetInvLink(double) - Method in class com.github.chen0040.glm.links.LogLinkFunction

GetInvLinkDerivative(double) - Method in class com.github.chen0040.glm.links.AbstractLinkFunction

GetInvLinkDerivative(double) - Method in class com.github.chen0040.glm.links.IdentityLinkFunction

GetInvLinkDerivative(double) - Method in class com.github.chen0040.glm.links.InverseLinkFunction

GetInvLinkDerivative(double) - Method in class com.github.chen0040.glm.links.InverseSquaredLinkFunction

GetInvLinkDerivative(double) - Method in interface com.github.chen0040.glm.links.LinkFunction

GetInvLinkDerivative(double) - Method in class com.github.chen0040.glm.links.LogitLinkFunction

GetInvLinkDerivative(double) - Method in class com.github.chen0040.glm.links.LogLinkFunction

getLabels() - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

getLength() - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

getLikelihood(GlmDistributionFamily, DataFrame, double[]) - Static method in class com.github.chen0040.glm.metrics.GlmLikelihoodFunction

GetLink(double) - Method in class com.github.chen0040.glm.links.AbstractLinkFunction

GetLink(double) - Method in class com.github.chen0040.glm.links.IdentityLinkFunction

GetLink(double) - Method in class com.github.chen0040.glm.links.InverseLinkFunction

GetLink(double) - Method in class com.github.chen0040.glm.links.InverseSquaredLinkFunction

GetLink(double) - Method in interface com.github.chen0040.glm.links.LinkFunction

GetLink(double) - Method in class com.github.chen0040.glm.links.LogitLinkFunction

GetLink(double) - Method in class com.github.chen0040.glm.links.LogLinkFunction

getLinkFunction(GlmDistributionFamily) - Static method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getLowerBoundAtIndex(int) - Method in class com.github.chen0040.glm.search.CostFunction

getLowerBounds() - Method in class com.github.chen0040.glm.search.LocalSearch

getMacroF1Score() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getMatrix() - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

getMaxIters() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getMeanAbsoluteError() - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

getMeanSquaredError() - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

getMicroF1Score() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getMisclassificationRate() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getMisclassificationRate() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getName() - Method in class com.github.chen0040.glm.solvers.Glm

getOutputColumns() - Method in class com.github.chen0040.glm.data.BasicDataFrame

getOutputColumns() - Method in interface com.github.chen0040.glm.data.DataFrame

getPrecision() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getPrecisionByClass() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getPredictedAnomalyDayCountByDayOfWeek() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getR2() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getRecall() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getRecallByClass() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getResiduals() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getResidualStdDev() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getResponseMean() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getResponseVariance() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getRootMeanSquaredError() - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

getRowExchangeOpCount() - Method in class com.github.chen0040.glm.maths.MatrixOp.UpperTriangularMatrixResult

getRowSum(String) - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

getRSquare() - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

getRSS() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getSensitivity() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getSimulatedAnomalyTimeWindowCount() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getSolverType() - Method in class com.github.chen0040.glm.solvers.Glm

getSpecificity() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getStandardErrors() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

getStatistics() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getSummary() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getSummary() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getTargetCell(String) - Method in class com.github.chen0040.glm.data.BasicDataRow

getTargetCell(String) - Method in interface com.github.chen0040.glm.data.DataRow

getTargetColumnNames() - Method in class com.github.chen0040.glm.data.BasicDataRow

getTargetColumnNames() - Method in interface com.github.chen0040.glm.data.DataRow

getTol() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getTotalPredictedAnomalyDayCount() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getTrueNegative() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getTruePositive() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

getTruePositiveCount(String) - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

getUpperBoundAtIndex(int) - Method in class com.github.chen0040.glm.search.CostFunction

getUpperBounds() - Method in class com.github.chen0040.glm.search.LocalSearch

GetUpperTriangularMatrix(double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

GetUpperTriangularMatrix2(double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

getValues() - Method in class com.github.chen0040.glm.data.Coefficients

getVariance(double) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

getVCovMatrix() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

Glm - Class in com.github.chen0040.glm.solvers

Created by xschen on 16/8/15.

Glm(GlmSolverType, GlmDistributionFamily) - Constructor for class com.github.chen0040.glm.solvers.Glm

Glm() - Constructor for class com.github.chen0040.glm.solvers.Glm

GlmAlgorithm - Class in com.github.chen0040.glm.solvers

Created by xschen on 14/8/15.

GlmAlgorithm() - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmAlgorithm(GlmDistributionFamily, LinkFunction, double[][], double[], LocalSearch) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmAlgorithm(GlmDistributionFamily, double[][], double[], LocalSearch) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmAlgorithm(GlmDistributionFamily, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmAlgorithm(GlmDistributionFamily) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmAlgorithm(GlmDistributionFamily, double[][], double[], LocalSearch, int) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmAlgorithmIrls - Class in com.github.chen0040.glm.solvers

Created by xschen on 15/8/15.

GlmAlgorithmIrls() - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrls

GlmAlgorithmIrls(GlmDistributionFamily, LinkFunction, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrls

GlmAlgorithmIrls(GlmDistributionFamily, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrls

GlmAlgorithmIrlsQrNewton - Class in com.github.chen0040.glm.solvers

Created by xschen on 15/8/15.

GlmAlgorithmIrlsQrNewton() - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

GlmAlgorithmIrlsQrNewton(GlmDistributionFamily, LinkFunction, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

GlmAlgorithmIrlsQrNewton(GlmDistributionFamily, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

GlmAlgorithmIrlsSvdNewton - Class in com.github.chen0040.glm.solvers

Created by xschen on 15/8/15.

GlmAlgorithmIrlsSvdNewton() - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

GlmAlgorithmIrlsSvdNewton(GlmDistributionFamily, LinkFunction, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

GlmAlgorithmIrlsSvdNewton(GlmDistributionFamily, double[][], double[]) - Constructor for class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

glmCoefficients - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

GlmDistributionFamily - Enum in com.github.chen0040.glm.enums

Created by xschen on 14/8/15.

GlmLikelihoodFunction - Class in com.github.chen0040.glm.metrics

Created by xschen on 15/8/15.

GlmLikelihoodFunction() - Constructor for class com.github.chen0040.glm.metrics.GlmLikelihoodFunction

GlmSolverType - Enum in com.github.chen0040.glm.enums

Created by xschen on 15/8/15.

GlmStatistics - Class in com.github.chen0040.glm.metrics

Created by xschen on 14/8/15.

GlmStatistics() - Constructor for class com.github.chen0040.glm.metrics.GlmStatistics

GlmStatistics(double[][], double[], double[]) - Constructor for class com.github.chen0040.glm.metrics.GlmStatistics

GlmStatistics(int, int) - Constructor for class com.github.chen0040.glm.metrics.GlmStatistics

GradientEstimation - Class in com.github.chen0040.glm.search

Created by xschen on 12/8/15.

GradientEstimation() - Constructor for class com.github.chen0040.glm.search.GradientEstimation

GradientEvaluationMethod - Interface in com.github.chen0040.glm.search

Created by xschen on 12/8/15.

H

hashCode() - Method in class com.github.chen0040.glm.utils.TupleTwo

head(int) - Method in class com.github.chen0040.glm.data.BasicDataFrame

head(int) - Method in interface com.github.chen0040.glm.data.DataFrame

I

IdentityLinkFunction - Class in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

IdentityLinkFunction() - Constructor for class com.github.chen0040.glm.links.IdentityLinkFunction

improved() - Method in class com.github.chen0040.glm.search.solutions.NumericSolutionUpdateResult

improvement() - Method in class com.github.chen0040.glm.search.solutions.NumericSolutionUpdateResult

incCount(String, String) - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

initialize(int) - Method in class com.github.chen0040.glm.search.CostFunction

InputDataColumn - Class in com.github.chen0040.glm.data

Created by xschen on 29/4/2017.

InputDataColumn() - Constructor for class com.github.chen0040.glm.data.InputDataColumn

InputDataColumn(String) - Constructor for class com.github.chen0040.glm.data.InputDataColumn

InverseLinkFunction - Class in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

InverseLinkFunction() - Constructor for class com.github.chen0040.glm.links.InverseLinkFunction

InverseSquaredLinkFunction - Class in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

InverseSquaredLinkFunction() - Constructor for class com.github.chen0040.glm.links.InverseSquaredLinkFunction

inverseTransform(String, double) - Method in class com.github.chen0040.glm.utils.Scaler

inverseTransform(DataRow) - Method in class com.github.chen0040.glm.utils.Scaler

isCategorical() - Method in class com.github.chen0040.glm.data.OutputDataColumn

isEmpty(String) - Static method in class com.github.chen0040.glm.utils.StringUtils

isLocked() - Method in class com.github.chen0040.glm.data.BasicDataFrame

isLocked() - Method in interface com.github.chen0040.glm.data.DataFrame

isOutOfBounds(double[]) - Method in class com.github.chen0040.glm.search.CostFunction

isShuffleData() - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

isZero(Double) - Static method in class com.github.chen0040.glm.utils.NumberUtils

iterator() - Method in class com.github.chen0040.glm.data.BasicDataFrame

L

libsvm() - Method in interface com.github.chen0040.glm.data.DataQuery.FormatBuilder

libsvm() - Static method in class com.github.chen0040.glm.data.DataQuery

linear() - Static method in class com.github.chen0040.glm.solvers.Glm

LineSearch - Class in com.github.chen0040.glm.search

Created by xschen on 12/8/15.

LineSearch() - Constructor for class com.github.chen0040.glm.search.LineSearch

LineSearchResult - Class in com.github.chen0040.glm.search

Created by xschen on 12/8/15.

LineSearchResult(double[], double, double, boolean) - Constructor for class com.github.chen0040.glm.search.LineSearchResult

linkFunc - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

LinkFunction - Interface in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

LocalSearch - Class in com.github.chen0040.glm.search

Created by xschen on 12/8/15.

LocalSearch() - Constructor for class com.github.chen0040.glm.search.LocalSearch

lock() - Method in class com.github.chen0040.glm.data.BasicDataFrame

lock() - Method in interface com.github.chen0040.glm.data.DataFrame

logistic() - Static method in class com.github.chen0040.glm.solvers.Glm

LogitLinkFunction - Class in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

LogitLinkFunction() - Constructor for class com.github.chen0040.glm.links.LogitLinkFunction

LogLinkFunction - Class in com.github.chen0040.glm.links

Created by xschen on 14/8/15.

LogLinkFunction() - Constructor for class com.github.chen0040.glm.links.LogLinkFunction

lowerBounds - Variable in class com.github.chen0040.glm.search.CostFunction

M

makeCopy() - Method in class com.github.chen0040.glm.data.BasicDataRow

makeCopy() - Method in class com.github.chen0040.glm.data.Coefficients

makeCopy() - Method in interface com.github.chen0040.glm.data.DataRow

makeCopy() - Method in class com.github.chen0040.glm.data.InputDataColumn

makeCopy() - Method in class com.github.chen0040.glm.data.OutputDataColumn

makeCopy() - Method in class com.github.chen0040.glm.links.AbstractLinkFunction

makeCopy() - Method in class com.github.chen0040.glm.links.IdentityLinkFunction

makeCopy() - Method in class com.github.chen0040.glm.links.InverseLinkFunction

makeCopy() - Method in class com.github.chen0040.glm.links.InverseSquaredLinkFunction

makeCopy() - Method in interface com.github.chen0040.glm.links.LinkFunction

makeCopy() - Method in class com.github.chen0040.glm.links.LogitLinkFunction

makeCopy() - Method in class com.github.chen0040.glm.links.LogLinkFunction

makeCopy() - Method in class com.github.chen0040.glm.search.LocalSearch

makeCopy() - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

makeCopy() - Method in class com.github.chen0040.glm.search.methods.naive.RandomSearch

makeCopy() - Method in class com.github.chen0040.glm.search.methods.naive.SweepingSearch

makeCopy() - Method in class com.github.chen0040.glm.solvers.Glm

makeCopy() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

makeCopy() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrls

makeCopy() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

makeCopy() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

makeCopy() - Method in class com.github.chen0040.glm.utils.Scaler

matrix() - Method in class com.github.chen0040.glm.maths.MatrixOp.UpperTriangularMatrixResult

MatrixOp - Class in com.github.chen0040.glm.maths

Created by xschen on 14/8/15.

MatrixOp() - Constructor for class com.github.chen0040.glm.maths.MatrixOp

MatrixOp.UpperTriangularMatrixResult - Class in com.github.chen0040.glm.maths

maxIters - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

mDistributionFamily - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

Mean - Class in com.github.chen0040.glm.maths

Created by xschen on 14/8/15.

Mean() - Constructor for class com.github.chen0040.glm.maths.Mean

Mean - Class in com.github.chen0040.glm.utils

Created by memeanalytics on 14/8/15.

Mean() - Constructor for class com.github.chen0040.glm.utils.Mean

mEvaluationCount - Variable in class com.github.chen0040.glm.search.CostFunction

minimize(double[], CostEvaluationMethod, GradientEvaluationMethod, TerminationEvaluationMethod, Object) - Method in class com.github.chen0040.glm.search.LocalSearch

minimize(double[], CostFunction, int) - Method in class com.github.chen0040.glm.search.LocalSearch

minimize(double[], CostEvaluationMethod, int) - Method in class com.github.chen0040.glm.search.LocalSearch

minimize(CostEvaluationMethod, int) - Method in class com.github.chen0040.glm.search.LocalSearch

minimize(double[], CostEvaluationMethod, GradientEvaluationMethod, TerminationEvaluationMethod, Object) - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

minimize(double[], CostEvaluationMethod, GradientEvaluationMethod, TerminationEvaluationMethod, Object) - Method in class com.github.chen0040.glm.search.methods.naive.RandomSearch

minimize(double[], CostEvaluationMethod, GradientEvaluationMethod, TerminationEvaluationMethod, Object) - Method in class com.github.chen0040.glm.search.methods.naive.SweepingSearch

minus(NumericSolution, NumericSolution) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolution

mRegularizationLambda - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

mStats - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

mTol - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

Multiply(double[][], double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

Multiply(double[][], double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

Multiply(double[], double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

mutate(int, double) - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

mutate(double[], double) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolutionFactory

N

newInput(String) - Method in interface com.github.chen0040.glm.data.DataQuery.DataTableBuilder

newOutput(String) - Method in interface com.github.chen0040.glm.data.DataQuery.DataTableBuilder

newRow() - Method in class com.github.chen0040.glm.data.BasicDataFrame

newRow() - Method in interface com.github.chen0040.glm.data.DataFrame

NonlinearCGSearch - Class in com.github.chen0040.glm.search.methods.cgs

Created by xschen on 12/8/15.

NonlinearCGSearch() - Constructor for class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

notifySolutionUpdated(NumericSolution, NumericSolutionUpdateResult, int) - Method in class com.github.chen0040.glm.search.LocalSearch

notifySolutionUpdated(NumericSolution, NumericSolutionUpdateResult, int) - Method in class com.github.chen0040.glm.search.SearchListenerService

NumberUtils - Class in com.github.chen0040.glm.utils

Created by xschen on 1/5/2017.

NumberUtils() - Constructor for class com.github.chen0040.glm.utils.NumberUtils

NumericSolution - Class in com.github.chen0040.glm.search.solutions

Created by xschen on 12/8/15.

NumericSolution(int) - Constructor for class com.github.chen0040.glm.search.solutions.NumericSolution

NumericSolution() - Constructor for class com.github.chen0040.glm.search.solutions.NumericSolution

NumericSolution(double[], double) - Constructor for class com.github.chen0040.glm.search.solutions.NumericSolution

NumericSolutionFactory - Class in com.github.chen0040.glm.search.solutions

Created by xschen on 13/8/15.

NumericSolutionFactory() - Constructor for class com.github.chen0040.glm.search.solutions.NumericSolutionFactory

NumericSolutionIterateListener - Interface in com.github.chen0040.glm.search.events

Created by xschen on 12/8/15.

NumericSolutionUpdatedListener - Interface in com.github.chen0040.glm.search.events

Created by xschen on 12/8/15.

NumericSolutionUpdateResult - Class in com.github.chen0040.glm.search.solutions

Created by xschen on 29/4/2017.

NumericSolutionUpdateResult(double, boolean) - Constructor for class com.github.chen0040.glm.search.solutions.NumericSolutionUpdateResult

O

oneVsOne() - Static method in class com.github.chen0040.glm.solvers.Glm

oneVsOne(Supplier<Glm>) - Static method in class com.github.chen0040.glm.solvers.Glm

OneVsOneGlmClassifier - Class in com.github.chen0040.glm.solvers

Created by xschen on 8/20/2015 0020.

OneVsOneGlmClassifier(List<String>) - Constructor for class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

OneVsOneGlmClassifier() - Constructor for class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

OneVsOneGlmClassifier(Supplier<Glm>) - Constructor for class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

OutputDataColumn - Class in com.github.chen0040.glm.data

Created by xschen on 5/5/2017.

OutputDataColumn() - Constructor for class com.github.chen0040.glm.data.OutputDataColumn

OutputDataColumn(String, boolean) - Constructor for class com.github.chen0040.glm.data.OutputDataColumn

P

parseDouble(String) - Static method in class com.github.chen0040.glm.utils.StringUtils

plus(NumericSolution, NumericSolution) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolution

predict(double[]) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

Q

quoteSplitPM - Static variable in class com.github.chen0040.glm.utils.CsvUtils

R

R2 - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

R2() - Method in class com.github.chen0040.glm.metrics.GlmStatistics

randomize(double[]) - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

RandomSearch - Class in com.github.chen0040.glm.search.methods.naive

Created by xschen on 12/8/15.

RandomSearch() - Constructor for class com.github.chen0040.glm.search.methods.naive.RandomSearch

readHeartScale(InputStream) - Static method in class com.github.chen0040.glm.utils.CsvUtils

RegressionEvaluator - Class in com.github.chen0040.glm.evaluators

Created by xschen on 10/13/16.

RegressionEvaluator() - Constructor for class com.github.chen0040.glm.evaluators.RegressionEvaluator

remerge(List<DataFrame>, int) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

removeIterateListener(NumericSolutionIterateListener) - Method in class com.github.chen0040.glm.search.LocalSearch

removeIterateListener(NumericSolutionIterateListener) - Method in class com.github.chen0040.glm.search.SearchListenerService

removeUpdateListener(NumericSolutionUpdatedListener) - Method in class com.github.chen0040.glm.search.LocalSearch

removeUpdateListener(NumericSolutionUpdatedListener) - Method in class com.github.chen0040.glm.search.SearchListenerService

report() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

report() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

report(NumericSolution, NumericSolutionUpdateResult, int) - Method in interface com.github.chen0040.glm.search.events.NumericSolutionIterateListener

report(NumericSolution, NumericSolutionUpdateResult, int) - Method in interface com.github.chen0040.glm.search.events.NumericSolutionUpdatedListener

reset() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

reset() - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

reset() - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

reset() - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

reset() - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

residuals - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

residualStdDev - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

responseMean - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

responseVariance - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

row(int) - Method in class com.github.chen0040.glm.data.BasicDataFrame

row(int) - Method in interface com.github.chen0040.glm.data.DataFrame

rowCount() - Method in class com.github.chen0040.glm.data.BasicDataFrame

rowCount() - Method in interface com.github.chen0040.glm.data.DataFrame

S

sample(DataFrame, int) - Method in interface com.github.chen0040.glm.data.Sampler.DataSampleBuilder

Sampler - Class in com.github.chen0040.glm.data

Created by xschen on 5/5/2017.

Sampler() - Constructor for class com.github.chen0040.glm.data.Sampler

Sampler.ColumnBuilder - Interface in com.github.chen0040.glm.data

Sampler.DataSampleBuilder - Interface in com.github.chen0040.glm.data

Sampler.RowBuilder - Interface in com.github.chen0040.glm.data

Scaler - Class in com.github.chen0040.glm.utils

Created by xschen on 5/5/2017.

Scaler() - Constructor for class com.github.chen0040.glm.utils.Scaler

score(DataRow) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

search(double[], double, double[], CostEvaluationMethod, GradientEvaluationMethod, double[], double[], Object) - Static method in class com.github.chen0040.glm.search.LineSearch

search(double[], double, double[], CostFunction) - Static method in class com.github.chen0040.glm.search.LineSearch

SearchListenerService - Class in com.github.chen0040.glm.search

Created by xschen on 13/8/15.

SearchListenerService() - Constructor for class com.github.chen0040.glm.search.SearchListenerService

selectColumn(int) - Method in interface com.github.chen0040.glm.data.DataQuery.DataFrameQueryBuilder

setAccuracy(double) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setAdjustedR2(double) - Method in class com.github.chen0040.glm.metrics.GlmStatistics

setAlpha(double) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

setBetaFormula(BetaFormula) - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch

setCategoricalTargetCell(String, String) - Method in class com.github.chen0040.glm.data.BasicDataRow

setCategoricalTargetCell(String, String) - Method in interface com.github.chen0040.glm.data.DataRow

setCategoricalTargetColumnNames(List<String>) - Method in class com.github.chen0040.glm.data.BasicDataRow

setCategoricalTargetColumnNames(List<String>) - Method in interface com.github.chen0040.glm.data.DataRow

setCell(String, double) - Method in class com.github.chen0040.glm.data.BasicDataRow

setCell(String, double) - Method in interface com.github.chen0040.glm.data.DataRow

setColumnName(String) - Method in class com.github.chen0040.glm.data.InputDataColumn

setColumnNames(List<String>) - Method in class com.github.chen0040.glm.data.BasicDataRow

setColumnNames(List<String>) - Method in interface com.github.chen0040.glm.data.DataRow

setConfusionMatrix(ConfusionMatrix) - Method in class com.github.chen0040.glm.evaluators.ClassifierEvaluator

setConstraint(Object) - Method in class com.github.chen0040.glm.search.CostFunction

setDescriptors(List<InputDataColumn>) - Method in class com.github.chen0040.glm.data.Coefficients

setDistributionFamily(GlmDistributionFamily) - Method in class com.github.chen0040.glm.solvers.Glm

setFalseNegative(int) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setFalsePositive(int) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setLabels(List<String>) - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

setLevels(Set<Double>) - Method in class com.github.chen0040.glm.data.InputDataColumn

setLowerBoundAtIndex(int, double) - Method in class com.github.chen0040.glm.search.CostFunction

setLowerBounds(double[]) - Method in class com.github.chen0040.glm.search.LocalSearch

setMatrix(Map<TupleTwo<String, String>, Integer>) - Method in class com.github.chen0040.glm.evaluators.ConfusionMatrix

setMaxIters(int) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

setMisclassificationRate(double) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setPrecision(double) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setPredictedAnomalyDayCountByDayOfWeek(Map<String, Integer>) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setR2(double) - Method in class com.github.chen0040.glm.metrics.GlmStatistics

setResidualStdDev(double) - Method in class com.github.chen0040.glm.metrics.GlmStatistics

setResponseMean(double) - Method in class com.github.chen0040.glm.metrics.GlmStatistics

setResponseVariance(double) - Method in class com.github.chen0040.glm.metrics.GlmStatistics

setSensitivity(double) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setShuffleData(boolean) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

setSimulatedAnomalyTimeWindowCount(int) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setSolverType(GlmSolverType) - Method in class com.github.chen0040.glm.solvers.Glm

setSourceColumnIndex(int) - Method in class com.github.chen0040.glm.data.InputDataColumn

setTargetCell(String, double) - Method in class com.github.chen0040.glm.data.BasicDataRow

setTargetCell(String, double) - Method in interface com.github.chen0040.glm.data.DataRow

setTargetColumnNames(List<String>) - Method in class com.github.chen0040.glm.data.BasicDataRow

setTargetColumnNames(List<String>) - Method in interface com.github.chen0040.glm.data.DataRow

setTol(double) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

setTotalPredictedAnomalyDayCount(int) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setTrueNegative(int) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setTruePositive(int) - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

setUpperBoundAtIndex(int, double) - Method in class com.github.chen0040.glm.search.CostFunction

setUpperBounds(double[]) - Method in class com.github.chen0040.glm.search.LocalSearch

setValues(List<Double>) - Method in class com.github.chen0040.glm.data.Coefficients

shouldTerminate(NumericSolutionUpdateResult, int) - Method in interface com.github.chen0040.glm.search.TerminationEvaluationMethod

shouldTerminate - Variable in class com.github.chen0040.glm.solvers.GlmAlgorithm

showStatistics() - Method in class com.github.chen0040.glm.solvers.Glm

shuffle() - Method in class com.github.chen0040.glm.data.BasicDataFrame

shuffle() - Method in interface com.github.chen0040.glm.data.DataFrame

size() - Method in class com.github.chen0040.glm.data.Coefficients

small() - Static method in class com.github.chen0040.glm.search.GradientEstimation

solve() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm

solve() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrls

solve() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

solve() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

split(double) - Method in class com.github.chen0040.glm.data.BasicDataFrame

split(double) - Method in interface com.github.chen0040.glm.data.DataFrame

split(DataFrame, int) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

standardErrors - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

startTimer() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

StdDev - Class in com.github.chen0040.glm.maths

Created by xschen on 14/8/15.

StdDev() - Constructor for class com.github.chen0040.glm.maths.StdDev

StdDev - Class in com.github.chen0040.glm.utils

Created by memeanalytics on 14/8/15.

StdDev() - Constructor for class com.github.chen0040.glm.utils.StdDev

step(NumericSolution, NumericSolutionUpdateResult, int) - Method in class com.github.chen0040.glm.search.LocalSearch

step(NumericSolution, NumericSolutionUpdateResult, int) - Method in class com.github.chen0040.glm.search.SearchListenerService

stopTimer() - Method in class com.github.chen0040.glm.evaluators.BinaryClassifierEvaluator

stream() - Method in class com.github.chen0040.glm.data.BasicDataFrame

stream() - Method in interface com.github.chen0040.glm.data.DataFrame

StringUtils - Class in com.github.chen0040.glm.utils

Created by xschen on 1/5/2017.

StringUtils() - Constructor for class com.github.chen0040.glm.utils.StringUtils

stripQuote(String) - Static method in class com.github.chen0040.glm.utils.StringUtils

success() - Method in class com.github.chen0040.glm.search.LineSearchResult

sum(double[]) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolutionFactory

summary() - Method in class com.github.chen0040.glm.data.InputDataColumn

Summary(double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

Summary(double[]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

SweepingSearch - Class in com.github.chen0040.glm.search.methods.naive

Created by xschen on 23/8/15.

SweepingSearch() - Constructor for class com.github.chen0040.glm.search.methods.naive.SweepingSearch

T

target() - Method in class com.github.chen0040.glm.data.BasicDataRow

target() - Method in interface com.github.chen0040.glm.data.DataRow

targetColumnName() - Method in class com.github.chen0040.glm.data.BasicDataRow

targetColumnName() - Method in interface com.github.chen0040.glm.data.DataRow

TerminationEvaluationMethod - Interface in com.github.chen0040.glm.search

Created by xschen on 29/4/2017.

times(NumericSolution, double) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolution

toArray() - Method in class com.github.chen0040.glm.data.BasicDataRow

toArray() - Method in interface com.github.chen0040.glm.data.DataRow

toDouble(Object) - Static method in class com.github.chen0040.glm.utils.NumberUtils

toInt(double) - Static method in class com.github.chen0040.glm.utils.NumberUtils

toList(T[], Function<T, T>) - Static method in class com.github.chen0040.glm.utils.CollectionUtils

toList(double[]) - Static method in class com.github.chen0040.glm.utils.CollectionUtils

toString() - Method in class com.github.chen0040.glm.data.BasicDataRow

toString() - Method in class com.github.chen0040.glm.data.Coefficients

toString() - Method in class com.github.chen0040.glm.data.InputDataColumn

transform(Function<String, Object>) - Method in interface com.github.chen0040.glm.data.DataQuery.DataColumnBuilder

transform(DataRow) - Method in class com.github.chen0040.glm.solvers.Glm

transform(DataRow) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

transform(String, double) - Method in class com.github.chen0040.glm.utils.Scaler

transform(DataRow) - Method in class com.github.chen0040.glm.utils.Scaler

Transpose(double[][]) - Static method in class com.github.chen0040.glm.maths.MatrixOp

tryUpdateSolution(double[], double) - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

TupleTwo<T,T2> - Class in com.github.chen0040.glm.utils

Created by xschen on 4/5/2017.

TupleTwo(T, T2) - Constructor for class com.github.chen0040.glm.utils.TupleTwo

U

unlock() - Method in class com.github.chen0040.glm.data.BasicDataFrame

unlock() - Method in interface com.github.chen0040.glm.data.DataFrame

update() - Method in class com.github.chen0040.glm.evaluators.RegressionEvaluator

updateStatistics(double[]) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsQrNewton

updateStatistics(double[]) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

upperBounds - Variable in class com.github.chen0040.glm.search.CostFunction

UpperTriangularMatrixResult(double[][], int) - Constructor for class com.github.chen0040.glm.maths.MatrixOp.UpperTriangularMatrixResult

V

valueOf(String) - Static method in enum com.github.chen0040.glm.data.DataFileType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum com.github.chen0040.glm.enums.GlmDistributionFamily

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum com.github.chen0040.glm.enums.GlmSolverType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum com.github.chen0040.glm.search.methods.cgs.BetaFormula

Returns the enum constant of this type with the specified name.

values() - Static method in enum com.github.chen0040.glm.data.DataFileType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum com.github.chen0040.glm.enums.GlmDistributionFamily

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum com.github.chen0040.glm.enums.GlmSolverType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum com.github.chen0040.glm.search.methods.cgs.BetaFormula

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Method in class com.github.chen0040.glm.search.solutions.NumericSolution

Variance - Class in com.github.chen0040.glm.maths

Created by xschen on 14/8/15.

Variance() - Constructor for class com.github.chen0040.glm.maths.Variance

Variance - Class in com.github.chen0040.glm.utils

Created by memeanalytics on 14/8/15.

Variance() - Constructor for class com.github.chen0040.glm.utils.Variance

VcovMatrix - Variable in class com.github.chen0040.glm.metrics.GlmStatistics

X

x() - Method in class com.github.chen0040.glm.search.LineSearchResult

_

_1() - Method in class com.github.chen0040.glm.utils.TupleTwo

_2() - Method in class com.github.chen0040.glm.utils.TupleTwo

_calcGradient(double[], double[]) - Method in class com.github.chen0040.glm.search.CostFunction

_evaluate(double[]) - Method in class com.github.chen0040.glm.search.CostFunction

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