Download Chandramani Tiwary - Learning Apache Mahout [2015, PDF/EPUB, ENG] + Code Torrent

Torrent Contents Size: 38.5 MB

Chandramani Tiwary - Learning Apache Mahout [2015, PDF/EPUB, ENG] + Code

Chandramani Tiwary - Learning Apache Mahout - 2015.epub

EPUB

4.94 MB

Chandramani Tiwary - Learning Apache Mahout - 2015.pdf

PDF

4.8 MB

Code

.classpath

CLASSPATH

1.17 KB

.project

PROJECT

549 B

README.md

0 B

data

chapter3

	abalone.data.csv	CSV	187.46 KB
	adult.data.csv	CSV	3.36 MB

chapter4

bank-additional-full.csv

CSV

5.56 MB

cancer.csv

CSV

13.89 KB

input_bank

input_bank_data.csv

CSV

4.7 MB

input_bank_data.csv

CSV

4.7 MB

input_bank_data_client_id.csv

CSV

1.46 MB

input_bank_data_without_target.csv

CSV

1.36 MB

chapter5

marketbasket.csv

CSV

2.75 MB

chapter6

ua.base

BASE

1.71 MB

chapter7

seeds_dataset.txt

TXT

9.08 KB

chapter9

.RData	RDATA	519.93 KB
.Rhistory	RHISTORY	2.37 KB
churn.all	ALL	449.14 KB

metadata

.lock

LOCK

0 B

.log

LOG

2.48 KB

mylyn

repositories.xml.zip

ZIP

438 B

plugins

org.eclipse.core.resources

root

4.tree

TREE

124 B

indexes

history.version	VERSION	1 B
properties.index	INDEX	57 B
properties.version	VERSION	1 B

safetable

org.eclipse.core.resources

RESOURCES

592 B

org.eclipse.core.runtime

settings

org.eclipse.core.resources.prefs	PREFS	40 B
org.eclipse.debug.ui.prefs	PREFS	159 B
org.eclipse.jdt.ui.prefs	PREFS	470 B
org.eclipse.m2e.discovery.prefs	PREFS	71 B
org.eclipse.mylyn.context.core.prefs	PREFS	60 B
org.eclipse.mylyn.monitor.ui.prefs	PREFS	95 B
org.eclipse.mylyn.tasks.ui.prefs	PREFS	190 B
org.eclipse.team.cvs.ui.prefs	PREFS	55 B
org.eclipse.team.ui.prefs	PREFS	67 B
org.eclipse.ui.ide.prefs	PREFS	124 B
org.eclipse.ui.prefs	PREFS	46 B
org.eclipse.ui.workbench.prefs	PREFS	820 B

org.eclipse.e4.workbench

workbench.xmi

XMI

307.77 KB

org.eclipse.jdt.core

assumedExternalFilesCache		4 B
externalFilesCache		4 B
invalidArchivesCache		4 B
nonChainingJarsCache		4 B
variablesAndContainers.dat	DAT	110 B

org.eclipse.jdt.ui

OpenTypeHistory.xml	XML	74 B
QualifiedTypeNameHistory.xml	XML	83 B
dialog_settings.xml	XML	3.33 KB

org.eclipse.m2e.core

nexus

26522e0d83a422eed93329ece7565cfc

_0.cfs	CFS	297 B
segments.gen	GEN	20 B
segments_2		58 B
write.lock	LOCK	0 B

5180e897070c692f9c718abf30111eee

_0.cfs	CFS	296 B
segments.gen	GEN	20 B
segments_2		58 B
write.lock	LOCK	0 B

830bc118332e77292949ed1e6d2fabe0

_0.cfs	CFS	274 B
segments.gen	GEN	20 B
segments_2		58 B
write.lock	LOCK	0 B

workspaceState.ser

SER

545 B

org.eclipse.m2e.core.ui

dialog_settings.xml

XML

506 B

org.eclipse.m2e.logback.configuration

	0.log	LOG	0 B
	logback.1.5.0.20140606-0033.xml	XML	1.67 KB

org.eclipse.ui.ide

dialog_settings.xml

XML

317 B

org.eclipse.ui.intro

dialog_settings.xml

XML

129 B

org.eclipse.ui.workbench

	dialog_settings.xml	XML	474 B
	workingsets.xml	XML	254 B

version.ini

INI

99 B

pom.xml

XML

1.43 KB

reuters-features

centroids

	.part-randomSeed.crc	CRC	8 B
	part-randomSeed		0 B

settings

org.eclipse.core.resources.prefs	PREFS	120 B
org.eclipse.jdt.core.prefs	PREFS	238 B
org.eclipse.m2e.core.prefs	PREFS	86 B

src

main

java

chapter10

src

ClassificationExample.java	JAVA	5.59 KB
CustomAnalyzer.java	JAVA	998 B
KMeansClusteringExample.java	JAVA	1.53 KB
PreprocessDataExample.java	JAVA	1.71 KB
TextPreprocessingExample.java	JAVA	2.93 KB

chapter4

src

InputFileToSequence.java

JAVA

1.52 KB

logistic

CrossFoldLearnerExample.java	JAVA	3.72 KB
CsvRecordFactoryPredict.java	JAVA	16.36 KB
LogisticModelParametersPredict.java	JAVA	8.15 KB
OnlineLogisticRegressionPredict.java	JAVA	2.11 KB
OnlineLogisticRegressionTest.java	JAVA	2.92 KB
OnlineLogisticRegressionTrain.java	JAVA	4.35 KB
OnlineTrainLogisticExampleWithoutParamater.java	JAVA	6.18 KB

chapter5

fpm

src

CSVToMahoutFormatConverter.java	JAVA	1.64 KB
FPGrowthExample.java	JAVA	7.99 KB
FormatResults.java	JAVA	4.89 KB

chapter6

src

ItemBasedRecommender.java	JAVA	2.21 KB
ItemBasedRecommenderEvaluation.java	JAVA	4 KB
UserBasedRecommender.java	JAVA	3.69 KB
UserBasedRecommenderEvaluation.java	JAVA	6.28 KB

chapter7

src

DataPreprocessing.java	JAVA	1.26 KB
InputDriver.java	JAVA	4.58 KB
MahoutClusteringExample.java	JAVA	5.58 KB

resources

chapter5

data

.patterns.crc	CRC	12 B
mappings.csv	CSV	6.05 KB
marketbasket.csv	CSV	679.17 KB
part_marketbasket.csv	CSV	41.65 KB
patterns		121 B

python

chapter3

idea

.name

NAME

8 B

chapter3.iml

IML

286 B

encodings.xml

XML

166 B

inspectionProfiles

	Project_Default.xml	XML	1.31 KB
	profiles_settings.xml	XML	235 B

misc.xml

XML

210 B

modules.xml

XML

270 B

scopes

scope_settings.xml

XML

139 B

vcs.xml

XML

166 B

workspace.xml

XML

34.04 KB

src

CategoricalFeatureMerge.py	PY	1.42 KB
CategoricalFeatureToBinary.py	PY	877 B
CategoricalFeatureToPercentages.py	PY	549 B
ContinousFeatureStandardization.py	PY	795 B
ContinuousFeatureBinarization.py	PY	341 B
ContinuousFeatureBinning.py	PY	327 B
PCAExample.py	PY	1.64 KB
__init__.py	PY	23 B

target

classes

chapter10

src

ClassificationExample.class	CLASS	7.68 KB
CustomAnalyzer.class	CLASS	1.69 KB
KMeansClusteringExample.class	CLASS	2.61 KB
PreprocessDataExample.class	CLASS	2.29 KB
TextPreprocessingExample.class	CLASS	3.81 KB

chapter4

src

InputFileToSequence.class

CLASS

2.11 KB

logistic

CrossFoldLearnerExample.class	CLASS	3.74 KB
CsvRecordFactoryPredict$1.class	CLASS	1.4 KB
CsvRecordFactoryPredict$2.class	CLASS	1.41 KB
CsvRecordFactoryPredict$3.class	CLASS	1.29 KB
CsvRecordFactoryPredict.class	CLASS	12 KB
LogisticModelParametersPredict.class	CLASS	7.67 KB
OnlineLogisticRegressionPredict.class	CLASS	3.41 KB
OnlineLogisticRegressionTest.class	CLASS	4.42 KB
OnlineLogisticRegressionTrain.class	CLASS	5.9 KB
OnlineTrainLogisticExampleWithoutParamater.class	CLASS	7.95 KB

chapter5

data

.patterns.crc	CRC	12 B
mappings.csv	CSV	6.05 KB
marketbasket.csv	CSV	679.17 KB
part_marketbasket.csv	CSV	41.65 KB
patterns		121 B

fpm

src

CSVToMahoutFormatConverter.class	CLASS	2.32 KB
FPGrowthExample.class	CLASS	10.35 KB
FormatResults.class	CLASS	6.67 KB

chapter6

src

ItemBasedRecommender.class	CLASS	3.68 KB
ItemBasedRecommenderEvaluation$1.class	CLASS	1.36 KB
ItemBasedRecommenderEvaluation$2.class	CLASS	1.37 KB
ItemBasedRecommenderEvaluation.class	CLASS	4.23 KB
UserBasedRecommender.class	CLASS	4.85 KB
UserBasedRecommenderEvaluation$1.class	CLASS	1.64 KB
UserBasedRecommenderEvaluation$2.class	CLASS	1.64 KB
UserBasedRecommenderEvaluation.class	CLASS	5.57 KB

chapter7

src

DataPreprocessing.class	CLASS	1.85 KB
InputDriver.class	CLASS	5.44 KB
MahoutClusteringExample.class	CLASS	5.56 KB

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Chandramani Tiwary - Learning Apache Mahout [2015, PDF/EPUB, ENG] + Code

Torrent Contents Size: 38.5 MB

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