Index (Generalized Linear Models 1.0.3 API)

A B C D E F G I L M N O P 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
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

B

BetaFormula - Enum in com.github.chen0040.glm.search.methods.cgs: Created by xschen on 12/8/15.

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
classifiers - Variable in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier
classify(DataRow) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier
clone() - Method in class com.github.chen0040.glm.metrics.GlmStatistics
clone() - Method in class com.github.chen0040.glm.search.solutions.NumericSolution
com.github.chen0040.glm.enums - package com.github.chen0040.glm.enums
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
computeBeta(double[], double[], double[]) - Method in class com.github.chen0040.glm.search.methods.cgs.NonlinearCGSearch
constraint - Variable in class com.github.chen0040.glm.search.CostFunction
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
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

D

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

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

F

fit(DataFrame) - Method in class com.github.chen0040.glm.solvers.Glm
fit(DataFrame) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier
fool(double, double) - Static method in class com.github.chen0040.glm.search.GradientEstimation
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
get(int) - Method in class com.github.chen0040.glm.search.solutions.NumericSolution
getAdjustedR2() - Method in class com.github.chen0040.glm.metrics.GlmStatistics
getAlpha() - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier
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
getConstraint() - Method in class com.github.chen0040.glm.search.CostFunction
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
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
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
getMaxIters() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm
getName() - Method in class com.github.chen0040.glm.solvers.Glm
getR2() - Method in class com.github.chen0040.glm.metrics.GlmStatistics
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
getRowExchangeOpCount() - Method in class com.github.chen0040.glm.maths.MatrixOp.UpperTriangularMatrixResult
getRSS() - Method in class com.github.chen0040.glm.metrics.GlmStatistics
getSolverType() - Method in class com.github.chen0040.glm.solvers.Glm
getStandardErrors() - Method in class com.github.chen0040.glm.metrics.GlmStatistics
getStatistics() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm
getTol() - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm
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
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.

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
initialize(int) - Method in class com.github.chen0040.glm.search.CostFunction
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
isOutOfBounds(double[]) - Method in class com.github.chen0040.glm.search.CostFunction
isShuffleData() - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier

L

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
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.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
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
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

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
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

P

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

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
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(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.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

S

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
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
setConstraint(Object) - Method in class com.github.chen0040.glm.search.CostFunction
setDistributionFamily(GlmDistributionFamily) - Method in class com.github.chen0040.glm.solvers.Glm
setLowerBoundAtIndex(int, double) - Method in class com.github.chen0040.glm.search.CostFunction
setLowerBounds(double[]) - Method in class com.github.chen0040.glm.search.LocalSearch
setMaxIters(int) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm
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
setShuffleData(boolean) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier
setSolverType(GlmSolverType) - Method in class com.github.chen0040.glm.solvers.Glm
setTol(double) - Method in class com.github.chen0040.glm.solvers.GlmAlgorithm
setUpperBoundAtIndex(int, double) - Method in class com.github.chen0040.glm.search.CostFunction
setUpperBounds(double[]) - Method in class com.github.chen0040.glm.search.LocalSearch
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
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(DataFrame, int) - Method in class com.github.chen0040.glm.solvers.OneVsOneGlmClassifier
standardErrors - Variable in class com.github.chen0040.glm.metrics.GlmStatistics
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
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
success() - Method in class com.github.chen0040.glm.search.LineSearchResult
sum(double[]) - Static method in class com.github.chen0040.glm.search.solutions.NumericSolutionFactory
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

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

U

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

X

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

_

_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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