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S

sampleStandardDeviation() - Method in class io.bhagat.math.statistics.QuantitativeDataList

computes the sample standard deviation of the data, which is assuming that the sample is a part of the population

sampleVariance() - Method in class io.bhagat.math.statistics.QuantitativeDataList

computes the sample variance of the data, which is assuming that the sample is a part of the population

send(Object) - Method in class io.bhagat.server.Client

send(Object) - Method in class io.bhagat.server.Server.ServerThread

SerializableFunction<E,T> - Class in io.bhagat.math

A wrapper class for Function that is Serializable

SerializableFunction() - Constructor for class io.bhagat.math.SerializableFunction

SerializableUtil - Class in io.bhagat.util

A class that will use static methods to serialize and deserialize objects

SerializableUtil() - Constructor for class io.bhagat.util.SerializableUtil

serialize(Serializable, String) - Static method in class io.bhagat.util.SerializableUtil

will serialize an object into a file

serialize(String) - Method in class io.bhagat.ai.supervised.NeuralNetwork

Serializes the neural network into a file

serialVersionUID - Static variable in class io.bhagat.ai.supervised.DataSet

serialVersionUID - Static variable in class io.bhagat.ai.supervised.NeuralNetwork

serialVersionUID - Static variable in class io.bhagat.ai.unsupervised.KMeans

serialVersionUID - Static variable in class io.bhagat.ai.unsupervised.PrincipalComponentAnalysis

serialVersionUID - Static variable in exception io.bhagat.math.linearalgebra.LinearEquationSolver.ImproperNumberOfEquationsException

serialVersionUID - Static variable in exception io.bhagat.math.linearalgebra.Matrix.IndexNotInMatrixException

serialVersionUID - Static variable in exception io.bhagat.math.linearalgebra.Matrix.InvalidShapeException

serialVersionUID - Static variable in class io.bhagat.math.linearalgebra.Matrix.OuterProductSVD

serialVersionUID - Static variable in class io.bhagat.math.linearalgebra.Matrix

serialVersionUID - Static variable in exception io.bhagat.math.linearalgebra.Vector.InvalidLengthException

serialVersionUID - Static variable in exception io.bhagat.math.linearalgebra.Vector.OutOfDimensionsException

serialVersionUID - Static variable in class io.bhagat.math.linearalgebra.Vector

serialVersionUID - Static variable in class io.bhagat.math.SerializableFunction

serialVersionUID - Static variable in exception io.bhagat.math.statistics.Distribution.InvalidInputException

serialVersionUID - Static variable in class io.bhagat.math.statistics.QuantitativeDataList

serialVersionUID - Static variable in exception io.bhagat.util.ArrayUtil.InvalidSizeException

server - Variable in class io.bhagat.server.Server

Server - Class in io.bhagat.server

Server(int, int) - Constructor for class io.bhagat.server.Server

Server.ConnectionIndex - Class in io.bhagat.server

Server.ServerThread - Class in io.bhagat.server

ServerThread(Socket, Server) - Constructor for class io.bhagat.server.Server.ServerThread

set(int, double) - Method in class io.bhagat.math.linearalgebra.Vector

sets the value at a certain index

set(int, int, double) - Method in class io.bhagat.math.linearalgebra.Matrix

Set a value at a specified row and column

set(int, Double) - Method in class io.bhagat.math.statistics.QuantitativeDataList

set(Matrix.MatrixIndex) - Method in class io.bhagat.math.linearalgebra.Matrix

Set a value using a matrix index object

set(Vector.VectorIndex) - Method in class io.bhagat.math.linearalgebra.Vector

Set a value in the vector using a VectorIndex

setActivationFunction(Function<Double, Integer>) - Method in class io.bhagat.ai.supervised.Perceptron

setActivationFunction(SerializableFunction<Double, Double>) - Method in class io.bhagat.ai.supervised.NeuralNetwork

setBias(Matrix[]) - Method in class io.bhagat.ai.supervised.NeuralNetwork

setCallback(Function<Client, Object>) - Method in class io.bhagat.server.Client

setCallback(Function<Server.ConnectionIndex, Object>) - Method in class io.bhagat.server.Server

setColumn(Matrix, int) - Method in class io.bhagat.math.linearalgebra.Matrix

sets the column of the matrix to the values from the input matrix

setColumn(Vector, int) - Method in class io.bhagat.math.linearalgebra.Matrix

sets the column of the matrix to the values from the vector

setColumns(Matrix[]) - Method in class io.bhagat.math.linearalgebra.Matrix

sets all the columns from an array of matrices

setColumns(Vector[]) - Method in class io.bhagat.math.linearalgebra.Matrix

sets all the columns from an array of vectors

setConnectionIndex(Server.ConnectionIndex) - Method in class io.bhagat.server.Server.ServerThread

setData(double[][]) - Method in class io.bhagat.math.linearalgebra.Matrix

setDataMatrix(Matrix) - Method in class io.bhagat.ai.unsupervised.PrincipalComponentAnalysis

sets the data of the object

setHost(String) - Method in class io.bhagat.server.Client

setI(int) - Method in class io.bhagat.math.linearalgebra.Matrix.MatrixIndex

setIndex(int) - Method in class io.bhagat.math.linearalgebra.Vector.VectorIndex

setInputs(double[]) - Method in class io.bhagat.ai.supervised.DataPoint

setIterations(int) - Method in class io.bhagat.ai.unsupervised.KMeans

setJ(int) - Method in class io.bhagat.math.linearalgebra.Matrix.MatrixIndex

setLearingRate(double) - Method in class io.bhagat.ai.supervised.NeuralNetwork

setLearningRate(double) - Method in class io.bhagat.ai.supervised.Perceptron

setLearningRateFactor(double) - Method in class io.bhagat.ai.supervised.Perceptron

setLowerBound(double) - Method in class io.bhagat.math.Interval

setObject(Object) - Method in class io.bhagat.server.Server.ConnectionIndex

setOpen(boolean) - Method in class io.bhagat.math.Interval

setOutputs(double[]) - Method in class io.bhagat.ai.supervised.DataPoint

setParent(Matrix) - Method in class io.bhagat.math.linearalgebra.Matrix.MatrixIndex

setParent(Vector) - Method in class io.bhagat.math.linearalgebra.Vector.VectorIndex

setPath(String) - Method in class io.bhagat.util.FileHandler

setPort(int) - Method in class io.bhagat.server.Client

setPort(int) - Method in class io.bhagat.server.Server

setRow(Matrix, int) - Method in class io.bhagat.math.linearalgebra.Matrix

sets the row of the matrix to the values from the input matrix

setRow(Vector, int) - Method in class io.bhagat.math.linearalgebra.Matrix

sets the row of the matrix to the values from the vector

setRows(Matrix[]) - Method in class io.bhagat.math.linearalgebra.Matrix

sets all the rows from an array of matrices

setRows(Vector[]) - Method in class io.bhagat.math.linearalgebra.Matrix

sets all the rows from an array of vectors

setUpperBound(double) - Method in class io.bhagat.math.Interval

setupStreams() - Method in class io.bhagat.server.Client

setupStreams() - Method in class io.bhagat.server.Server.ServerThread

setValue(double) - Method in class io.bhagat.math.linearalgebra.Matrix.MatrixIndex

setValue(double) - Method in class io.bhagat.math.linearalgebra.Vector.VectorIndex

setVariable(String) - Method in class io.bhagat.math.linearalgebra.LinearEquation.Term

setWeight(double) - Method in class io.bhagat.math.linearalgebra.LinearEquation.Term

setWeights(Matrix[]) - Method in class io.bhagat.ai.supervised.NeuralNetwork

shape - Variable in class io.bhagat.ai.supervised.NeuralNetwork

an array defining the shape of the network

shuffle() - Method in class io.bhagat.ai.supervised.DataSet

randomizes the order of the data set

Simulation<E> - Class in io.bhagat.math.statistics

Simulation() - Constructor for class io.bhagat.math.statistics.Simulation

singularSolution(int) - Method in class io.bhagat.math.linearalgebra.Matrix

Finds both the singular values and corresponding eigenvectors

SingularSolution(double[], Vector[]) - Constructor for class io.bhagat.math.linearalgebra.Matrix.SingularSolution

Creates a new SingularSolution

singularValueDecomposition(Matrix, int) - Static method in class io.bhagat.math.linearalgebra.Matrix

Performs singular value decomposition on a matrix

singularValueDecompositionOuter(Matrix, int) - Static method in class io.bhagat.math.linearalgebra.Matrix

performs singular value decomposition and returns the output in outer product form

singularValues - Variable in class io.bhagat.math.linearalgebra.Matrix.OuterProductSVD

singularValues - Variable in class io.bhagat.math.linearalgebra.Matrix.SingularSolution

singularValues(int) - Method in class io.bhagat.math.linearalgebra.Matrix

Find the singular values of a matrix

size - Variable in class io.bhagat.math.linearalgebra.Vector

the length of the stored data

solve(int, LinearEquation...) - Static method in class io.bhagat.math.linearalgebra.LinearEquationSolver

Takes in LinearEquation objects and then returns the solution

solve(LinearEquation...) - Static method in class io.bhagat.math.linearalgebra.LinearEquationSolver

Takes in LinearEquation objects and then returns the solution

solve(String[], String[]) - Static method in class io.bhagat.math.linearalgebra.LinearEquationSolver

Takes in string equations and then solves them

solve(String[], String[], int) - Static method in class io.bhagat.math.linearalgebra.LinearEquationSolver

Takes in string equations and then solves them

solve(ArrayList<LinearEquation>) - Static method in class io.bhagat.math.linearalgebra.LinearEquationSolver

Takes in LinearEquation objects and then returns the solution

solve(ArrayList<LinearEquation>, int) - Static method in class io.bhagat.math.linearalgebra.LinearEquationSolver

Takes in LinearEquation objects and then returns the solution

sort() - Method in class io.bhagat.math.statistics.QuantitativeDataList

sorts the list

standardDeviation - Variable in class io.bhagat.math.statistics.NormalDistribution

the standard deviation

standardDeviation() - Method in class io.bhagat.math.statistics.QuantitativeDataList

computes the standard deviation of all the data, which is assuming that the sample is the entire population

start() - Method in class io.bhagat.server.Py4jNeuralNetworkServer

start() - Method in class io.bhagat.server.Py4jPrincipalComponentServer

start() - Method in class io.bhagat.util.Timer

starts the timer by initializing the startTime to the current time

startTime - Variable in class io.bhagat.util.Timer

stop - Variable in class io.bhagat.server.Client

stop - Variable in class io.bhagat.server.Server.ServerThread

StreamUtil - Class in io.bhagat.util

StreamUtil() - Constructor for class io.bhagat.util.StreamUtil

subtract(double) - Method in class io.bhagat.math.linearalgebra.Vector

subtracts a scalar to each value in the Vector

subtract(double) - Method in class io.bhagat.math.statistics.QuantitativeDataList

subtracts a number to each number in the list

subtract(Matrix) - Method in class io.bhagat.math.linearalgebra.Matrix

performs element wise subtraction

subtract(Vector) - Method in class io.bhagat.math.linearalgebra.Vector

Performs element wise subtraction

sum() - Method in class io.bhagat.math.statistics.QuantitativeDataList

computes the sum of all the data

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