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Functions
479 in github.com/PacktCode/Practical-Machine-Learning
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Functions
479
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Types & classes
103
Method
getInstance
()
mahout/chapter11/dlexample/src/main/java/AutoencoderSigmoid.java:20
Function
getLeft
(self)
python-sckit-learn/chapter12/rlexample/q-learning.py:32
Method
getNum_input
()
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:154
Function
getParent
(self)
python-sckit-learn/chapter12/rlexample/q-learning.py:29
Function
getRight
(self)
python-sckit-learn/chapter12/rlexample/q-learning.py:35
Function
getTReward
(self, Pwt, Dt, Rtc, Rtd, k, gamma)
python-sckit-learn/chapter12/rlexample/q-learning.py:38
Method
getValue
(double x)
mahout/chapter11/dlexample/src/main/java/AutoencoderSigmoid.java:33
Method
getW1
()
mahout/chapter11/dlexample/src/main/java/AutoencoderParams.java:26
Method
getW2
()
mahout/chapter11/dlexample/src/main/java/AutoencoderParams.java:34
Method
get_C
julia/chapter6/svmexample/reference/svm.cpp:424
Method
get_FREQUENCY_ITEM_LIST
()
mahout/chapter7/fpgrowthexample/src/main/java/com/packt/pml/mahout/fpgrowth/FrequentPatternMetrics.java:78
Method
get_FREQUENCY_ITEM_PATTERNS
()
mahout/chapter7/fpgrowthexample/src/main/java/com/packt/pml/mahout/fpgrowth/FrequentPatternMetrics.java:93
Method
get_Q
julia/chapter6/svmexample/reference/svm.cpp:1313
Method
get_Q
julia/chapter6/svmexample/reference/svm.cpp:1379
Method
get_QD
julia/chapter6/svmexample/reference/svm.cpp:1325
Method
get_QD
julia/chapter6/svmexample/reference/svm.cpp:1398
Method
identityPreprocessingFFTConvTest
()
mahout/chapter11/dlexample/src/test/java/FFTConvolutionTest.java:206
Method
identityZcaPreprocessingFFTConvTest
()
mahout/chapter11/dlexample/src/test/java/FFTConvolutionTest.java:253
Method
inspect
(self, depth=0)
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:311
Method
is_free
julia/chapter6/svmexample/reference/svm.cpp:438
Method
is_lower_bound
julia/chapter6/svmexample/reference/svm.cpp:437
Method
is_upper_bound
julia/chapter6/svmexample/reference/svm.cpp:436
Method
item
The item contained in this node.
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:252
Method
k_function
julia/chapter6/svmexample/reference/svm.cpp:314
Method
kernel_linear
julia/chapter6/svmexample/reference/svm.cpp:229
Method
kernel_poly
julia/chapter6/svmexample/reference/svm.cpp:233
Method
kernel_precomputed
julia/chapter6/svmexample/reference/svm.cpp:245
Method
kernel_rbf
julia/chapter6/svmexample/reference/svm.cpp:237
Method
kernel_sigmoid
julia/chapter6/svmexample/reference/svm.cpp:241
Function
lda
Outputs the projection of the data in the best discriminant dimension. Maximum of 2 dimensions for our binary case (values of
python-sckit-learn/chapter9/naivebayesexample/feature-selection.py:23
Method
leaf
True if this node is a leaf in the tree; false if otherwise.
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:273
Method
lru_delete
julia/chapter6/svmexample/reference/svm.cpp:108
Method
lru_insert
julia/chapter6/svmexample/reference/svm.cpp:115
Method
main
(String[] args)
mahout/chapter7/fpgrowthexample/src/main/java/com/packt/pml/mahout/fpgrowth/FrequentPatternMiningJava.java:57
Method
main
(String[] argv)
mahout/chapter7/fpgrowthexample/src/main/java/com/packt/pml/mahout/fpgrowth/FrequentPatternMetrics.java:103
Method
main
(String[] args)
mahout/chapter5/randomforestexample/src/main/java/com/packt/pml/mahout/randomforest/RandomForest.java:38
Method
main
(String args[])
mahout/chapter8/k-meansexample/src/main/java/com/packt/pml/mahout/kmeans/MahoutClusteringExample.java:33
Method
main
(String[] args)
mahout/chapter8/k-meansexample/src/main/java/com/packt/pml/mahout/kmeans/InputDriver.java:61
Method
main
(String args[])
mahout/chapter8/k-meansexample/src/main/java/com/packt/pml/mahout/kmeans/DataPreprocessing.java:18
Method
main
(String args[])
mahout/chapter13/ensembleexample/src/main/java/com/packt/pml/mahout/ensemble/SlopeOneBasedRecommender.java:26
Method
main
(String args[])
mahout/chapter13/ensembleexample/src/main/java/com/packt/pml/mahout/ensemble/ItemRecommender.java:45
Method
main
(String args[])
mahout/chapter13/ensembleexample/src/main/java/com/packt/pml/mahout/ensemble/RecommenderEvaluator.java:51
Method
main
(String args[])
mahout/chapter13/ensembleexample/src/main/java/com/packt/pml/mahout/ensemble/Recommenders.java:31
Method
main
(String args[])
mahout/chapter13/ensembleexample/src/main/java/com/packt/pml/mahout/ensemble/Hadoop.java:25
Method
main
( String[] args )
mahout/chapter9/naivebayesexample/src/main/java/com/packt/pml/mahout/naivebayes/NaiveBayes.java:24
Method
main
(String[] args)
mahout/chapter10/logisticregressionexample/src/main/java/com/packt/pml/mahout/logreg/LogisticRegressionBase.java:28
Method
main
( String[] args )
mahout/chapter10/logisticregressionexample/src/main/java/com/packt/pml/mahout/logreg/LogisticRegressionApp.java:22
Method
main
(String[] args)
mahout/chapter10/logisticregressionexample/src/main/java/com/packt/pml/mahout/logreg/LogisticRegreesionBase.java:28
Method
multiplyPreTest
()
mahout/chapter11/dlexample/src/test/java/FeatureExtractionTest.java:86
Method
multiplyTest
()
mahout/chapter11/dlexample/src/test/java/FeatureExtractionTest.java:56
Method
neighbor
The node's neighbor; the one with the same value that is "to the right" of it in the tree.
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:291
Method
parent
The node's parent
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:278
Function
pca
Uses the PCA classifier to reduces the dimensionality by choosing the n lastest elements of the transform.
python-sckit-learn/chapter9/naivebayesexample/feature-selection.py:34
Method
preprocessTest
()
mahout/chapter11/dlexample/src/test/java/PreProcessTest.java:58
Method
preprocessingFFTConvTest
()
mahout/chapter11/dlexample/src/test/java/FFTConvolutionTest.java:348
Function
print_string_stdout
julia/chapter6/svmexample/reference/svm.cpp:39
Method
rankTest
()
mahout/chapter11/dlexample/src/test/java/RankTest.java:52
Method
reconstruct_gradient
julia/chapter6/svmexample/reference/svm.cpp:460
Method
refreshTemp
(FileSystem fs, Path tempPath)
mahout/chapter13/ensembleexample/src/main/java/com/packt/pml/mahout/ensemble/Hadoop.java:102
Method
root
The root node of the tree.
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:92
Method
root
True if this node is the root of a tree; false if otherwise.
python-sckit-learn/chapter7/fpgrowthexample/fp_growth.py:268
Method
sampleTest
()
mahout/chapter11/dlexample/src/test/java/MaxPoolerTest.java:50
Method
select_working_set
return 1 if already optimal, return 0 otherwise
julia/chapter6/svmexample/reference/svm.cpp:771
Method
setAlpha
(double alpha)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:110
Method
setAlphaSteps
(double[] alphaSteps)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:182
Method
setB1
(DenseVector b1)
mahout/chapter11/dlexample/src/main/java/AutoencoderFctGrd.java:47
Method
setB1
(DenseVector b1)
mahout/chapter11/dlexample/src/main/java/AutoencoderParams.java:46
Method
setB2
(DenseVector b2)
mahout/chapter11/dlexample/src/main/java/AutoencoderFctGrd.java:55
Method
setB2
(DenseVector b2)
mahout/chapter11/dlexample/src/main/java/AutoencoderParams.java:54
Method
setBeta
(double beta)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:102
Method
setIncreaseMomentum
(double increaseMomentum)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:134
Method
setInitMomentum
(double initMomentum)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:126
Method
setLambda
(double lambda)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:94
Function
setLeft
(self, node)
python-sckit-learn/chapter12/rlexample/q-learning.py:18
Method
setLineSearchStrategy
(int lineSearchStrategy)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:174
Method
setMomentum
(double momentum)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:118
Method
setNumBatches
(int numBatches)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:150
Method
setNumEpochs
(int numEpochs)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:142
Method
setNumSamples
(long numSamples)
mahout/chapter11/dlexample/src/main/java/AutoencoderComputedParams.java:24
Method
setNum_hidden
(int num_hidden)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:166
Function
setParent
(self, node)
python-sckit-learn/chapter12/rlexample/q-learning.py:26
Method
setRho
(double rho)
mahout/chapter11/dlexample/src/main/java/AutoencoderConfig.java:86
Function
setRight
(self, node)
python-sckit-learn/chapter12/rlexample/q-learning.py:22
Method
setSparsityArray
(double[] sparsityArray)
mahout/chapter11/dlexample/src/main/java/AutoencoderComputedParams.java:32
Method
setUp
(self)
python-sckit-learn/chapter7/fpgrowthexample/test-fpgrowth.py:39
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/ExtractPatchesTest.java:32
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/RankTest.java:36
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/MaxPoolerTest.java:36
Method
setUp
()
mahout/chapter11/dlexample/src/test/java/ThreeLayerTest.java:35
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/FFTConvolutionTest.java:42
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/PreProcessTest.java:44
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/ExtractPatchesTuplesTest.java:34
Method
setUp
()
mahout/chapter11/dlexample/src/test/java/OneLayerTest.java:32
Method
setUp
()
mahout/chapter11/dlexample/src/test/java/LoadSaveModelTest.java:37
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/LinAlgebraIOUtilsTest.java:34
Method
setUp
()
mahout/chapter11/dlexample/src/test/java/TwoLayersTest.java:37
Method
setUp
@throws java.lang.Exception
mahout/chapter11/dlexample/src/test/java/FeatureExtractionTest.java:42
Method
setUp
()
mahout/chapter11/dlexample/src/test/java/AutoencoderTest.java:31
Method
setValue
(double value)
mahout/chapter11/dlexample/src/main/java/AutoencoderFctGrd.java:63
Method
setW1
(DenseMatrix w1)
mahout/chapter11/dlexample/src/main/java/AutoencoderFctGrd.java:31
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