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

A

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

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

addSupportCount(String...) - Method in class com.github.chen0040.data.utils.CountRepository

addSupportCount(double, String...) - Method in class com.github.chen0040.data.utils.CountRepository

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

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

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

asCategory() - Method in interface com.github.chen0040.data.frame.DataQuery.DataColumnBuilder

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

asNumeric() - Method in interface com.github.chen0040.data.frame.DataQuery.DataColumnBuilder

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

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

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

AttributeValueDiscretizer - Interface in com.github.chen0040.data.utils.discretizers

Created by xschen on 18/8/15.

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

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

B

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

Created by xschen on 1/5/2017.

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

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

Created by xschen on 1/5/2017.

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

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

Created by xschen on 10/9/2016.

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

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

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

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

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

build(List<Double>) - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

C

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

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

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

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

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

Created by xschen on 11/16/16.

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

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

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

clone() - Method in class com.github.chen0040.data.utils.transforms.ComplementaryCoding

clone() - Method in class com.github.chen0040.data.utils.transforms.Standardization

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

Created by xschen on 1/5/2017.

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

com.github.chen0040.data.evaluators - package com.github.chen0040.data.evaluators

com.github.chen0040.data.exceptions - package com.github.chen0040.data.exceptions

com.github.chen0040.data.frame - package com.github.chen0040.data.frame

com.github.chen0040.data.utils - package com.github.chen0040.data.utils

com.github.chen0040.data.utils.discretizers - package com.github.chen0040.data.utils.discretizers

com.github.chen0040.data.utils.transforms - package com.github.chen0040.data.utils.transforms

ComplementaryCoding - Class in com.github.chen0040.data.utils.transforms

Created by xschen on 21/8/15.

ComplementaryCoding() - Constructor for class com.github.chen0040.data.utils.transforms.ComplementaryCoding

ComplementaryCoding(DataFrame) - Constructor for class com.github.chen0040.data.utils.transforms.ComplementaryCoding

ComplementaryCoding(List<double[]>) - Constructor for class com.github.chen0040.data.utils.transforms.ComplementaryCoding

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

Created by xschen on 11/16/16.

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

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

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

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

copy(OutputDataColumn) - Method in class com.github.chen0040.data.frame.OutputDataColumn

copy(CountRepository) - Method in class com.github.chen0040.data.utils.CountRepository

copy(KMeansDiscretizer) - Method in class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

copy(KMeansFilter) - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

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

copy(ComplementaryCoding) - Method in class com.github.chen0040.data.utils.transforms.ComplementaryCoding

copy(Standardization) - Method in class com.github.chen0040.data.utils.transforms.Standardization

CountRepository - Class in com.github.chen0040.data.utils

Created by xschen on 18/8/15.

CountRepository() - Constructor for class com.github.chen0040.data.utils.CountRepository

CountRepository(String) - Constructor for class com.github.chen0040.data.utils.CountRepository

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

Deprecated.

csv(String) - Static method in class com.github.chen0040.data.frame.DataQuery

csv() - Static method in class com.github.chen0040.data.frame.DataQuery

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

Deprecated.

csv(String) - Method in interface com.github.chen0040.data.frame.DataQuery.FormatBuilder

csv() - Method in interface com.github.chen0040.data.frame.DataQuery.FormatBuilder

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

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

Created by xschen on 1/5/2017.

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

D

DataColumn - Interface in com.github.chen0040.data.frame

Created by xschen on 21/5/2017.

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

Created by xschen on 2/5/2017.

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

Created by xschen on 28/4/2017.

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

Created by xschen on 1/5/2017.

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

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

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

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

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

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

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

Created by xschen on 28/4/2017.

discretize(double, String) - Method in interface com.github.chen0040.data.utils.discretizers.AttributeValueDiscretizer

discretize(double, String) - Method in class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

discretize(double) - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

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

E

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

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

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

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

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

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

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

F

filter(Predicate<DataRow>) - Method in class com.github.chen0040.data.frame.BasicDataFrame

filter(Predicate<DataRow>) - Method in interface com.github.chen0040.data.frame.DataFrame

fit(DataFrame) - Method in class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

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

fit(List<double[]>) - Method in class com.github.chen0040.data.utils.transforms.Standardization

fit(DataFrame) - Method in class com.github.chen0040.data.utils.transforms.Standardization

fitAndTransform(DataFrame) - Method in interface com.github.chen0040.data.utils.discretizers.AttributeValueDiscretizer

fitAndTransform(DataFrame) - Method in class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

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

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

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

G

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

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

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

getAllColumns() - Method in class com.github.chen0040.data.frame.BasicDataFrame

getAllColumns() - Method in interface com.github.chen0040.data.frame.DataFrame

getCategoricalCell(String) - Method in class com.github.chen0040.data.frame.BasicDataRow

getCategoricalCell(String) - Method in interface com.github.chen0040.data.frame.DataRow

getCategoricalColumnNames() - Method in class com.github.chen0040.data.frame.BasicDataRow

getCategoricalColumnNames() - Method in interface com.github.chen0040.data.frame.DataRow

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

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

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

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

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

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

getChain() - Method in class com.github.chen0040.data.utils.CountRepository

getClusterCount() - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

getColumnName() - Method in interface com.github.chen0040.data.frame.DataColumn

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

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

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

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

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

getConditionalProbability(String, String) - Method in class com.github.chen0040.data.utils.CountRepository

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

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

getEventName() - Method in class com.github.chen0040.data.utils.CountRepository

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

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

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

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

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

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

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

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

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

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

getLevels() - Method in class com.github.chen0040.data.frame.BasicDataFrame

getLevels() - Method in class com.github.chen0040.data.frame.BasicDataRow

getLevels() - Method in interface com.github.chen0040.data.frame.DataColumn

getLevels() - Method in interface com.github.chen0040.data.frame.DataFrame

getLevels() - Method in interface com.github.chen0040.data.frame.DataRow

getLevels() - Method in class com.github.chen0040.data.frame.InputDataColumn

getLevels() - Method in class com.github.chen0040.data.frame.OutputDataColumn

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

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

getMaxIters() - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

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

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

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

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

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

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

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

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

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

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

getProbability(String) - Method in class com.github.chen0040.data.utils.CountRepository

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

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

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

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

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

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

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

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

getStoredValue() - Method in class com.github.chen0040.data.utils.CountRepository

getSubEventNames(String...) - Method in class com.github.chen0040.data.utils.CountRepository

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

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

getSupportCount(String...) - Method in class com.github.chen0040.data.utils.CountRepository

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

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

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

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

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

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

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

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

getValue(String...) - Method in class com.github.chen0040.data.utils.CountRepository

H

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

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

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

I

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

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

Created by xschen on 29/4/2017.

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

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

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

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

isCategorical() - Method in interface com.github.chen0040.data.frame.DataColumn

isCategorical() - Method in class com.github.chen0040.data.frame.InputDataColumn

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

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

isInputColumn() - Method in interface com.github.chen0040.data.frame.DataColumn

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

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

isNumerical() - Method in interface com.github.chen0040.data.frame.DataColumn

isOutputColumn() - Method in interface com.github.chen0040.data.frame.DataColumn

isOutputColumn() - Method in class com.github.chen0040.data.frame.InputDataColumn

isOutputColumn() - Method in class com.github.chen0040.data.frame.OutputDataColumn

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

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

K

KMeansDiscretizer - Class in com.github.chen0040.data.utils.discretizers

Created by xschen on 18/8/15.

KMeansDiscretizer() - Constructor for class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

KMeansFilter - Class in com.github.chen0040.data.utils.discretizers

Created by xschen on 18/8/15.

KMeansFilter(String, int) - Constructor for class com.github.chen0040.data.utils.discretizers.KMeansFilter

KMeansFilter() - Constructor for class com.github.chen0040.data.utils.discretizers.KMeansFilter

L

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

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

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

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

M

makeCopy() - Method in class com.github.chen0040.data.frame.BasicDataFrame

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

makeCopy() - Method in interface com.github.chen0040.data.frame.DataFrame

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

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

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

makeCopy() - Method in class com.github.chen0040.data.utils.CountRepository

makeCopy() - Method in class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

makeCopy() - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

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

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

Created by xschen on 14/8/15.

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

N

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

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

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

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

normalize(double[]) - Method in class com.github.chen0040.data.utils.transforms.ComplementaryCoding

NotImplementedException - Exception in com.github.chen0040.data.exceptions

Created by xschen on 11/5/2017.

NotImplementedException() - Constructor for exception com.github.chen0040.data.exceptions.NotImplementedException

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

Created by xschen on 1/5/2017.

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

O

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

Created by xschen on 5/5/2017.

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

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

P

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

Q

query(List<double[]>) - Method in class com.github.chen0040.data.utils.transforms.ComplementaryCoding

query(DataFrame) - Method in class com.github.chen0040.data.utils.transforms.ComplementaryCoding

query(List<double[]>) - Method in class com.github.chen0040.data.utils.transforms.Standardization

query(DataFrame) - Method in class com.github.chen0040.data.utils.transforms.Standardization

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

R

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

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

Created by xschen on 10/13/16.

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

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

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

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

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

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

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

revert(double[]) - Method in class com.github.chen0040.data.utils.transforms.ComplementaryCoding

revert(double[]) - Method in class com.github.chen0040.data.utils.transforms.Standardization

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

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

rowArrayDescriptors() - Method in class com.github.chen0040.data.frame.BasicDataFrame

rowArrayDescriptors() - Method in interface com.github.chen0040.data.frame.DataFrame

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

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

rows() - Method in class com.github.chen0040.data.frame.BasicDataFrame

rows() - Method in interface com.github.chen0040.data.frame.DataFrame

S

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

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

Created by xschen on 5/5/2017.

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

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

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

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

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

Created by xschen on 5/5/2017.

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

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

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

setCategoricalCell(String, String) - Method in class com.github.chen0040.data.frame.BasicDataRow

setCategoricalCell(String, String) - Method in interface com.github.chen0040.data.frame.DataRow

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

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

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

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

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

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

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

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

setClusterCount(int) - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

setColumnName(String) - Method in interface com.github.chen0040.data.frame.DataColumn

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

setColumnName(String) - Method in class com.github.chen0040.data.frame.OutputDataColumn

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

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

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

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

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

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

setLevels(Map<String, List<String>>) - Method in class com.github.chen0040.data.frame.BasicDataRow

setLevels(List<String>) - Method in interface com.github.chen0040.data.frame.DataColumn

setLevels(Map<String, List<String>>) - Method in interface com.github.chen0040.data.frame.DataRow

setLevels(List<String>) - Method in class com.github.chen0040.data.frame.InputDataColumn

setLevels(List<String>) - Method in class com.github.chen0040.data.frame.OutputDataColumn

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

setMaxIters(int) - Method in class com.github.chen0040.data.utils.discretizers.KMeansFilter

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

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

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

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

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

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

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

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

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

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

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

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

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

setValue(double, String...) - Method in class com.github.chen0040.data.utils.CountRepository

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

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

skipRows(int) - Method in interface com.github.chen0040.data.frame.DataQuery.DataFrameQueryBuilder

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

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

Standardization - Class in com.github.chen0040.data.utils.transforms

Created by xschen on 21/8/15.

Standardization() - Constructor for class com.github.chen0040.data.utils.transforms.Standardization

Standardization(DataFrame) - Constructor for class com.github.chen0040.data.utils.transforms.Standardization

Standardization(List<double[]>) - Constructor for class com.github.chen0040.data.utils.transforms.Standardization

standardize(double[]) - Method in class com.github.chen0040.data.utils.transforms.Standardization

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

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

Created by xschen on 14/8/15.

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

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

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

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

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

Created by xschen on 1/5/2017.

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

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

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

T

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

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

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

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

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

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

toArray(List<String>) - Static method in class com.github.chen0040.data.utils.CollectionUtils

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

toDoubleArray(List<Double>) - Static method in class com.github.chen0040.data.utils.CollectionUtils

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

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

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

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

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

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

transform(DataRow) - Method in interface com.github.chen0040.data.utils.discretizers.AttributeValueDiscretizer

transform(DataRow) - Method in class com.github.chen0040.data.utils.discretizers.KMeansDiscretizer

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

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

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

Created by xschen on 4/5/2017.

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

U

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

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

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

V

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

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

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

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

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

Created by xschen on 14/8/15.

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

_

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

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

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