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Functions1,161 in github.com/deeplearning4j/deeplearning4j-examples

↓ 4 callersMethodgetClassificationUS
()
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/preprocessing/Patent.java:43
↓ 4 callersMethodgetConf
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/detectgender/GenderRecordReader.java:228
↓ 4 callersMethodgetLabels
Override to return labels when not calling {@link #BaseLabels(String)}.
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/util/BaseLabels.java:60
↓ 4 callersMethodgetMnistData
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/userInterface/util/UIExampleUtils.java:76
↓ 4 callersMethodgetMnistData
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/features/userinterface/util/UIExampleUtils.java:92
↓ 4 callersMethodgetMnistNetwork
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/userInterface/util/UIExampleUtils.java:27
↓ 4 callersMethodgetMnistNetwork
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/features/userinterface/util/UIExampleUtils.java:44
↓ 4 callersMethodgetNIn
()
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/layers/MinimalSameDiffDense.java:123
↓ 4 callersMethodgetNOut
()
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/layers/MinimalSameDiffDense.java:131
↓ 4 callersMethodgetRGB
(int x, int y)
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/modeling/feedforward/regression/ImageDrawer.java:258
↓ 4 callersMethodgramMatrix
Computing the Gram matrix as described here: https://harishnarayanan.org/writing/artistic-style-transfer/ Permuting dimensions is not needed because D
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:349
↓ 4 callersMethodnext
(int i)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceprediction/LotteryDataSetIterator.java:45
↓ 4 callersMethodplayMelody
(final String melody, final double secondsToPlay)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/PlayMelodyStrings.java:328
↓ 4 callersMethodremove
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/seq2seq/CustomSequenceIterator.java:154
↓ 4 callersMethodreset
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/seq2seq/CustomSequenceIterator.java:181
↓ 4 callersMethodscaleXY
scale x,y points
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/dataExamples/ImageDrawer.java:243
↓ 4 callersMethodsetup
(int batchSizeArg, int trainPerc)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/transferlearning/iterators/FlowerDataSetIterator.java:75
↓ 4 callersMethodshowDataset
(String filename)
android-examples/app/src/main/java/org/deeplearning4j/examples/androidclassifier/ScatterView.java:43
↓ 4 callersMethodtestIterator
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/transferlearning/iterators/FlowerDataSetIterator.java:70
↓ 4 callersMethodtoTempPath
(String path)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/EncoderDecoderLSTM.java:499
↓ 4 callersMethodtotalOutcomes
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/character/CharacterIterator.java:177
↓ 4 callersMethodtrainIterator
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/transferlearning/iterators/FlowerDataSetIterator.java:65
↓ 3 callersMethodDownload
()
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/utils/DownloaderUtility.java:87
↓ 3 callersMethodactivate
(boolean training, LayerWorkspaceMgr workspaceMgr)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/layers/layer/CustomLayerImplementation.java:49
↓ 3 callersMethodaddTransitionLayer
(String name, long numIn, List<String> previousLayers)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/densenet/model/DenseNetBuilder.java:96
↓ 3 callersMethodaddWord
(Collection<String> coll, String word)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusProcessor.java:114
↓ 3 callersMethodbackprop
(INDArray in, INDArray epsilon)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/activationfunctions/CustomActivationDefinition.java:74
↓ 3 callersMethodcapNNOutput
Make sure the color values are >=0 and <=1
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/dataExamples/ImageDrawer.java:235
↓ 3 callersMethodclassLabelToIndex
()
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/preprocessing/PatentLabelGenerator.java:189
↓ 3 callersMethodcomputeDurationChar
(long duration, double durationDelta)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MelodyStrings.java:169
↓ 3 callersMethodcomputeScore
(INDArray labels, INDArray preOutput, IActivation activationFn, INDArray mask, boolean average)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/misc/lossfunctions/CustomLossL1L2.java:56
↓ 3 callersMethodcomputeScore
(INDArray labels, INDArray preOutput, IActivation activationFn, INDArray mask, boolean average)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/lossfunctions/CustomLossDefinition.java:75
↓ 3 callersMethodconv3x3
(String name, int out, double bias)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/convolution/AnimalsClassification.java:209
↓ 3 callersMethodconvertCharacterToIndex
( char c )
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/utils/CharacterIterator.java:167
↓ 3 callersMethodconvertIndexToCharacter
( int idx )
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/utils/CharacterIterator.java:163
↓ 3 callersMethodcreateSeries
(XYSeriesCollection seriesCollection, INDArray data, int offset, String name)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/regression/SingleTimestepRegressionExample.java:138
↓ 3 callersMethodcreateSeries
Used to create the different time series for ploting purposes
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/regression/MultiTimestepRegressionExample.java:204
↓ 3 callersMethoddoInitialize
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceprediction/BaseDataSetReader.java:41
↓ 3 callersMethodextractTarGz
Extract a "tar.gz" file into a local folder. @param inputPath Input file path. @param outputPath Output directory path. @throws IOException IO error.
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/DataUtilities.java:79
↓ 3 callersMethodfind
(INDArray arr1, Predicate<Double> predicate)
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/quickstart/numpycheatsheet/CustomOperations.java:168
↓ 3 callersMethodflatten
(INDArray x)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:354
↓ 3 callersMethodgeneratePointsOnGraph
(double xMin, double xMax, double yMin, double yMax, int nPointsPerAxis)
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/PlotUtil.java:237
↓ 3 callersMethodgetClassLabels
(INDArray labels, double label)
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/advanced/lowlevelmodeling/MultiClassLogitExample.java:269
↓ 3 callersMethodgetData
()
android-examples/app/src/main/java/org/deeplearning4j/examples/androidclassifier/TrainingTask.java:55
↓ 3 callersMethodgetLabels
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/mixturedensitynetwork/GaussianMixtureIterator.java:156
↓ 3 callersMethodgetMacroBatchByCurrentBatch
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusIterator.java:72
↓ 3 callersMethodgetRandomCharacter
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/utils/CharacterIterator.java:171
↓ 3 callersMethodgetTrainingData
(int batchSize, Random rand)
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/modeling/feedforward/regression/SumModel.java:102
↓ 3 callersMethodgetWordVectors
(Configuration config, String path)
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/utils/WordVectorProvider.java:53
↓ 3 callersMethodgradient
Gradient function. Compute the gradient of the cost function and how much error each parameter puts into the result. @param x features @param y labe
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/advanced/lowlevelmodeling/MultiClassLogitExample.java:216
↓ 3 callersMethodhasNext
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/detectgender/GenderRecordReader.java:210
↓ 3 callersMethodinsert
(INDArray arr1, int index, INDArray values)
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/quickstart/numpycheatsheet/CustomOperations.java:87
↓ 3 callersMethodmapToOneHot
(String[] toEncode)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/seq2seq/CustomSequenceIterator.java:238
↓ 3 callersMethodnext
(int i)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceanomalydetection/AnomalyDataSetIterator.java:45
↓ 3 callersMethodplotTestData
Plot the training data. Assume 2d input, classification output @param features Training data features @param labels Training data labels (one-hot repr
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/feedforward/classification/PlotUtil.java:62
↓ 3 callersMethodplotTestData
Plot the training data. Assume 2d input, classification output @param model Model to use to get predictions @param testIter Test Iterato
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/PlotUtil.java:94
↓ 3 callersMethodplotTrainingData
Plot the training data. Assume 2d input, classification output @param features Training data features @param labels Training data labels (one-hot repr
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/feedforward/classification/PlotUtil.java:38
↓ 3 callersMethodplotTrainingData
Plot the training data. Assume 2d input, classification output @param model Model to use to get predictions @param trainIter DataSet Iter
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/PlotUtil.java:66
↓ 3 callersMethodprepToString
(int num1, int num2)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/seq2seq/CustomSequenceIterator.java:170
↓ 3 callersMethodreadEnumCSV
(String csvFileClasspath)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/dataExamples/BasicCSVClassifier.java:206
↓ 3 callersMethodreadEnumCSV
(String csvFileClasspath)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/quickstart/modelling/AnimalClassifier.java:218
↓ 3 callersMethodreset
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/utils/CharacterIterator.java:223
↓ 3 callersMethodsigmoid
Logistic function. Computes a number between 0 and 1 for each element. Note that ND4J comes with its own sigmoid function. @param y input values @re
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/advanced/lowlevelmodeling/MultiClassLogitExample.java:181
↓ 3 callersMethodtoString
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/lossfunctions/CustomLossDefinition.java:144
↓ 3 callersMethodtokenizeLine
(String lastLine, Collection<String> resultCollection, boolean addSpecials)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusProcessor.java:84
↓ 3 callersMethodtraining
Training algorithm. Gradient descent optimization. The logistic cost function (or max-entropy) is convex, and thus we are guaranteed to find the glob
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/advanced/lowlevelmodeling/MultiClassLogitExample.java:240
↓ 3 callersMethodwordVectors
(WordVectors wordVectors)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/customcorpusword2vec/NewsIterator.java:340
↓ 2 callersMethodEqual
(INDArray arr1, INDArray arr2)
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/quickstart/numpycheatsheet/CustomOperations.java:71
↓ 2 callersMethodactivate
(boolean training, LayerWorkspaceMgr workspaceMgr)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/misc/customlayers/layer/CustomLayerImpl.java:29
↓ 2 callersMethodallBatches
This is to collect all the data and return it as one minibatch. Obviously only for use here with small datasets @param iter @return
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/PlotUtil.java:261
↓ 2 callersMethodbackPropagate
(ComputationGraph vgg16FineTune, INDArray dLdANext, int startFrom)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:287
↓ 2 callersMethodbackpropGradient
(INDArray epsilon, LayerWorkspaceMgr workspaceMgr)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/layers/layer/CustomLayerImplementation.java:80
↓ 2 callersMethodbatch
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusIterator.java:150
↓ 2 callersMethodcheckDownloadW2VECModel
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/pretrainedword2vec/ImdbReviewClassificationRNN.java:174
↓ 2 callersMethodclassLabelFilteredCounts
()
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/preprocessing/PatentLabelGenerator.java:166
↓ 2 callersMethodcolumnNames
Returns column names this op is meant to run on @return
data-pipeline-examples/src/main/java/org/deeplearning4j/datapipelineexamples/transform/custom/CustomReduceExample.java:167
↓ 2 callersMethodcomputeGradient
(INDArray labels, INDArray preOutput, IActivation activationFn, INDArray mask)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/misc/lossfunctions/CustomLossL1L2.java:90
↓ 2 callersMethodcomputeGradient
(INDArray labels, INDArray preOutput, IActivation activationFn, INDArray mask)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/lossfunctions/CustomLossDefinition.java:109
↓ 2 callersMethodcomputePolyphony
Precondition: notes is sorted by startTick @param notes @return the number of notes which overlap in time with another note (of higher index)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MidiMelodyExtractor.java:529
↓ 2 callersMethodconv5x5
(String name, int out, int[] stride, int[] pad, double bias)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/convolution/AnimalsClassification.java:213
↓ 2 callersMethodconvInit
(String name, int in, int out, int[] kernel, int[] stride, int[] pad, double bias)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/convolution/AnimalsClassification.java:205
↓ 2 callersMethodconvertCharacterToIndex
( char c )
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/character/CharacterIterator.java:124
↓ 2 callersMethodconvertIndexToCharacter
( int idx )
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/character/CharacterIterator.java:120
↓ 2 callersMethodcopyURLContentsToFile
(URL url, File file)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/PlayMelodyStrings.java:510
↓ 2 callersMethodcreateBackgroundData
Create data for the background data set
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/feedforward/classification/PlotUtil.java:83
↓ 2 callersMethodcreateBackgroundData
Create data for the background data set
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/PlotUtil.java:121
↓ 2 callersMethodcreateChart
(XYZDataset dataset, double[] mins, double[] maxs, int nPoints, XYDataset xyData)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/feedforward/classification/PlotUtil.java:148
↓ 2 callersMethodcreateChart
(INDArray features, INDArray labels, double axisMin, double axisMax)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/unsupervised/variational/plot/PlotUtil.java:90
↓ 2 callersMethodcreateChart
(XYZDataset dataset, double[] mins, double[] maxs, int nPoints, XYDataset xyData)
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/PlotUtil.java:186
↓ 2 callersMethodcreateIndArrayFromStringList
Creates an IndArray from a list of strings Used for plotting purposes
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/regression/MultiTimestepRegressionExample.java:190
↓ 2 callersMethoddataDirectory
(String dataDirectory)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/customcorpusword2vec/NewsIterator.java:335
↓ 2 callersMethoddoInitialize
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceanomalydetection/AnomalyDataSetReader.java:57
↓ 2 callersMethoddownloadData
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/pretrainedword2vec/ImdbReviewClassificationRNN.java:145
↓ 2 callersMethoddownloadModel
()
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/tf/advanced/mobilenet/ImportMobileNetExample.java:71
↓ 2 callersMethoddrawImage
Make the Neural network draw the image.
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/dataExamples/ImageDrawer.java:212
↓ 2 callersMethodendNote
(List<Note> notes, int pitch, int channel, Long tick, int track, Set<Note> activeNotes)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MidiMelodyExtractor.java:593
↓ 2 callersMethodensurePositive
(INDArray comboFeatures)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:389
↓ 2 callersMethodextractGzip
(String filePath, String outputPath)
oreilly-book-dl4j-examples/datavec-examples/src/main/java/org/datavec/transform/logdata/LogDataExample.java:202
↓ 2 callersMethodextractGzip
(String filePath, String outputPath)
data-pipeline-examples/src/main/java/org/deeplearning4j/datapipelineexamples/transform/basic/WebLogDataExample.java:221
↓ 2 callersMethodextractTarGz
(String filePath, String outputPath)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/word2vecsentiment/Word2VecSentimentRNN.java:172
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