Chandramani Tiwary - Learning Apache Mahout - 2015

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Chandramani Tiwary - Learning Apache Mahout - 2015

156 files • 38.5 MB

Chandramani Tiwary - Learning Apache Mahout - 2015.epub

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Chandramani Tiwary - Learning Apache Mahout - 2015.pdf

Chandramani Tiwary - Learning Apache Mahout - 2015/Chandramani Tiwary - Learning Apache Mahout - 2015.pdf

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Code

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data

14 files • 26.76 MB

chapter3

2 files • 3.54 MB

abalone.data.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter3/abalone.data.csv

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adult.data.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter3/adult.data.csv

3.36 MB

chapter4

6 files • 17.8 MB

bank-additional-full.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter4/bank-additional-full.csv

5.56 MB

cancer.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter4/cancer.csv

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input_bank

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input_bank_data.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter4/input_bank/input_bank_data.csv

4.7 MB

input_bank_data.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter4/input_bank_data.csv

4.7 MB

input_bank_data_client_id.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter4/input_bank_data_client_id.csv

1.46 MB

input_bank_data_without_target.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter4/input_bank_data_without_target.csv

1.36 MB

chapter5

1 files • 2.75 MB

marketbasket.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter5/marketbasket.csv

2.75 MB

chapter6

1 files • 1.71 MB

ua.base

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter6/ua.base

1.71 MB

chapter7

1 files • 9.08 KB

seeds_dataset.txt

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter7/seeds_dataset.txt

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chapter9

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.RData

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter9/.RData

519.93 KB

.Rhistory

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter9/.Rhistory

2.37 KB

churn.all

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/data/chapter9/churn.all

449.14 KB

pom.xml

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README.md

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reuters-features

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centroids

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.part-randomSeed.crc

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part-randomSeed

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src

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main

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java

23 files • 100.17 KB

chapter10

5 files • 12.74 KB

src

5 files • 12.74 KB

ClassificationExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter10/src/ClassificationExample.java

5.59 KB

CustomAnalyzer.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter10/src/CustomAnalyzer.java

998 Bytes

KMeansClusteringExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter10/src/KMeansClusteringExample.java

1.53 KB

PreprocessDataExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter10/src/PreprocessDataExample.java

1.71 KB

TextPreprocessingExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter10/src/TextPreprocessingExample.java

2.93 KB

chapter4

8 files • 45.3 KB

src

8 files • 45.3 KB

InputFileToSequence.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/InputFileToSequence.java

1.52 KB

logistic

7 files • 43.78 KB

CrossFoldLearnerExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/CrossFoldLearnerExample.java

3.72 KB

CsvRecordFactoryPredict.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/CsvRecordFactoryPredict.java

16.36 KB

LogisticModelParametersPredict.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/LogisticModelParametersPredict.java

8.15 KB

OnlineLogisticRegressionPredict.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/OnlineLogisticRegressionPredict.java

2.11 KB

OnlineLogisticRegressionTest.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/OnlineLogisticRegressionTest.java

2.92 KB

OnlineLogisticRegressionTrain.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/OnlineLogisticRegressionTrain.java

4.35 KB

OnlineTrainLogisticExampleWithoutParamater.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter4/src/logistic/OnlineTrainLogisticExampleWithoutParamater.java

6.18 KB

chapter5

3 files • 14.52 KB

fpm

3 files • 14.52 KB

src

3 files • 14.52 KB

CSVToMahoutFormatConverter.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter5/fpm/src/CSVToMahoutFormatConverter.java

1.64 KB

FormatResults.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter5/fpm/src/FormatResults.java

4.89 KB

FPGrowthExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter5/fpm/src/FPGrowthExample.java

7.99 KB

chapter6

4 files • 16.19 KB

src

4 files • 16.19 KB

ItemBasedRecommender.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter6/src/ItemBasedRecommender.java

2.21 KB

ItemBasedRecommenderEvaluation.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter6/src/ItemBasedRecommenderEvaluation.java

4 KB

UserBasedRecommender.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter6/src/UserBasedRecommender.java

3.69 KB

UserBasedRecommenderEvaluation.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter6/src/UserBasedRecommenderEvaluation.java

6.28 KB

chapter7

3 files • 11.42 KB

src

3 files • 11.42 KB

DataPreprocessing.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter7/src/DataPreprocessing.java

1.26 KB

InputDriver.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter7/src/InputDriver.java

4.58 KB

MahoutClusteringExample.java

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/java/chapter7/src/MahoutClusteringExample.java

5.58 KB

resources

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chapter5

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data

5 files • 727 KB

.patterns.crc

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mappings.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/resources/chapter5/data/mappings.csv

6.05 KB

marketbasket.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/resources/chapter5/data/marketbasket.csv

679.17 KB

part_marketbasket.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/resources/chapter5/data/part_marketbasket.csv

41.65 KB

patterns

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/main/resources/chapter5/data/patterns

121 Bytes

python

18 files • 42.7 KB

chapter3

18 files • 42.7 KB

.idea

10 files • 36.79 KB

.name

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chapter3.iml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/chapter3.iml

286 Bytes

encodings.xml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/encodings.xml

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inspectionProfiles

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profiles_settings.xml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/inspectionProfiles/profiles_settings.xml

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Project_Default.xml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/inspectionProfiles/Project_Default.xml

1.31 KB

misc.xml

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modules.xml

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scopes

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scope_settings.xml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/scopes/scope_settings.xml

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vcs.xml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/vcs.xml

166 Bytes

workspace.xml

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/.idea/workspace.xml

34.04 KB

src

8 files • 5.91 KB

__init__.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/__init__.py

23 Bytes

CategoricalFeatureMerge.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/CategoricalFeatureMerge.py

1.42 KB

CategoricalFeatureToBinary.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/CategoricalFeatureToBinary.py

877 Bytes

CategoricalFeatureToPercentages.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/CategoricalFeatureToPercentages.py

549 Bytes

ContinousFeatureStandardization.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/ContinousFeatureStandardization.py

795 Bytes

ContinuousFeatureBinarization.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/ContinuousFeatureBinarization.py

341 Bytes

ContinuousFeatureBinning.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/ContinuousFeatureBinning.py

327 Bytes

PCAExample.py

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/src/python/chapter3/src/PCAExample.py

1.64 KB

target

35 files • 852.89 KB

classes

35 files • 852.89 KB

chapter10

5 files • 18.09 KB

src

5 files • 18.09 KB

ClassificationExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter10/src/ClassificationExample.class

7.68 KB

CustomAnalyzer.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter10/src/CustomAnalyzer.class

1.69 KB

KMeansClusteringExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter10/src/KMeansClusteringExample.class

2.61 KB

PreprocessDataExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter10/src/PreprocessDataExample.class

2.29 KB

TextPreprocessingExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter10/src/TextPreprocessingExample.class

3.81 KB

chapter4

11 files • 51.29 KB

src

11 files • 51.29 KB

InputFileToSequence.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/InputFileToSequence.class

2.11 KB

logistic

10 files • 49.18 KB

CrossFoldLearnerExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/CrossFoldLearnerExample.class

3.74 KB

CsvRecordFactoryPredict$1.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/CsvRecordFactoryPredict$1.class

1.4 KB

CsvRecordFactoryPredict$2.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/CsvRecordFactoryPredict$2.class

1.41 KB

CsvRecordFactoryPredict$3.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/CsvRecordFactoryPredict$3.class

1.29 KB

CsvRecordFactoryPredict.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/CsvRecordFactoryPredict.class

12 KB

LogisticModelParametersPredict.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/LogisticModelParametersPredict.class

7.67 KB

OnlineLogisticRegressionPredict.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/OnlineLogisticRegressionPredict.class

3.41 KB

OnlineLogisticRegressionTest.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/OnlineLogisticRegressionTest.class

4.42 KB

OnlineLogisticRegressionTrain.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/OnlineLogisticRegressionTrain.class

5.9 KB

OnlineTrainLogisticExampleWithoutParamater.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter4/src/logistic/OnlineTrainLogisticExampleWithoutParamater.class

7.95 KB

chapter5

8 files • 746.34 KB

data

5 files • 727 KB

.patterns.crc

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/data/.patterns.crc

12 Bytes

mappings.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/data/mappings.csv

6.05 KB

marketbasket.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/data/marketbasket.csv

679.17 KB

part_marketbasket.csv

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/data/part_marketbasket.csv

41.65 KB

patterns

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/data/patterns

121 Bytes

fpm

3 files • 19.34 KB

src

3 files • 19.34 KB

CSVToMahoutFormatConverter.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/fpm/src/CSVToMahoutFormatConverter.class

2.32 KB

FormatResults.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/fpm/src/FormatResults.class

6.67 KB

FPGrowthExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter5/fpm/src/FPGrowthExample.class

10.35 KB

chapter6

8 files • 24.32 KB

src

8 files • 24.32 KB

ItemBasedRecommender.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/ItemBasedRecommender.class

3.68 KB

ItemBasedRecommenderEvaluation$1.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/ItemBasedRecommenderEvaluation$1.class

1.36 KB

ItemBasedRecommenderEvaluation$2.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/ItemBasedRecommenderEvaluation$2.class

1.37 KB

ItemBasedRecommenderEvaluation.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/ItemBasedRecommenderEvaluation.class

4.23 KB

UserBasedRecommender.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/UserBasedRecommender.class

4.85 KB

UserBasedRecommenderEvaluation$1.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/UserBasedRecommenderEvaluation$1.class

1.64 KB

UserBasedRecommenderEvaluation$2.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/UserBasedRecommenderEvaluation$2.class

1.64 KB

UserBasedRecommenderEvaluation.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter6/src/UserBasedRecommenderEvaluation.class

5.57 KB

chapter7

3 files • 12.85 KB

src

3 files • 12.85 KB

DataPreprocessing.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter7/src/DataPreprocessing.class

1.85 KB

InputDriver.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter7/src/InputDriver.class

5.44 KB

MahoutClusteringExample.class

Chandramani Tiwary - Learning Apache Mahout - 2015/Code/target/classes/chapter7/src/MahoutClusteringExample.class

5.56 KB

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