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

↓ 1 callersMethodshortenNotesThatOverlapTheSubsequentNoteLessThanMaximumProportionOfOverlapBeforeNotesAreConsideredInHarmony
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MidiMelodyExtractor.java:142
↓ 1 callersMethodsimpleToy
()
oreilly-book-dl4j-examples/rl4j-examples/src/main/java/org/deeplearning4j/examples/rl4j/Toy.java:74
↓ 1 callersMethodstart
Standard JavaFX start: Build the UI, display
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/dataExamples/ImageDrawer.java:99
↓ 1 callersMethodstartConvergenceThread
(File baseParamSaveDir, AtomicInteger currentSubset, AtomicBoolean isTraining, long saveEverySec, INDArray par
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/utils/evaluation/ConvergenceRunnable.java:108
↓ 1 callersMethodstartDialog
(Scanner scanner)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/EncoderDecoderLSTM.java:328
↓ 1 callersMethodstepOnce
(MultiDataSet testSet, int n)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/seq2seq/Seq2SeqPredicter.java:101
↓ 1 callersMethodstyleLoss
This method is simply called style_loss in https://harishnarayanan.org/writing/artistic-style-transfer/ but it takes inputs for intermediate activatio
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:278
↓ 1 callersMethodtestConversion
Converts midi file to melody strings and then plays back the melody strings. This tests that the conversions from MIDI to strings and from strings bac
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/TestMelodyConversion.java:54
↓ 1 callersMethodtestFeatures
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/seq2seq/CustomSequenceIterator.java:60
↓ 1 callersMethodtestIterator
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/transferlearning/iterators/FlowerDataSetIteratorFeaturized.java:46
↓ 1 callersMethodtestLabels
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/seq2seq/CustomSequenceIterator.java:66
↓ 1 callersMethodtestModel
(DataSet testDataSet, INDArray params)
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/advanced/lowlevelmodeling/MultiClassLogitExample.java:145
↓ 1 callersMethodtier2Label
Main classification can have multiple formats, but are represeneted heirarchically... We know: leading " " means 1 or 2x leading 0s in number... @par
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/preprocessing/PatentLabelGenerator.java:74
↓ 1 callersMethodtimeSteps
(int timeSteps)
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/keras/advanced/deepmoji/DeepMojiAttentionLayer.java:147
↓ 1 callersMethodtotalBatches
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusIterator.java:154
↓ 1 callersMethodtotalExamples
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/captcharecognition/dataclasses/MulRecordDataLoader.java:136
↓ 1 callersMethodtotalLoss
(Map<String, INDArray> activationsStyleMap, Map<String, INDArray> activationsCombMap, Map<String, INDArray> ac
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:237
↓ 1 callersMethodtotalOutcomes
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/mixturedensitynetwork/GaussianMixtureIterator.java:121
↓ 1 callersMethodtotalOutcomes
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceprediction/LotteryDataSetIterator.java:66
↓ 1 callersMethodtotalOutcomes
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceanomalydetection/AnomalyDataSetIterator.java:70
↓ 1 callersMethodtrain
(File networkFile, int offset)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/EncoderDecoderLSTM.java:295
↓ 1 callersMethodtrainData
(DataNormalization dataNormalization, ParentPathLabelGenerator labelMaker, ComputationGraph computationGraph)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/densenet/DenseNetMain.java:116
↓ 1 callersMethodtrainIterator
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/transferlearning/iterators/FlowerDataSetIteratorFeaturized.java:40
↓ 1 callersMethodtrainModel
(DataSet trainDataSet, long maxIterations, double learningRate, double mi
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/advanced/lowlevelmodeling/MultiClassLogitExample.java:122
↓ 1 callersMethodtransferStyle
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/styletransfer/NeuralStyleTransfer.java:130
↓ 1 callersMethodtype
(INDArray arr)
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/quickstart/numpycheatsheet/CustomOperations.java:57
↓ 1 callersMethodunzip
(File zipFile, File targetDirFile)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MelodyModelingExample.java:316
↓ 1 callersMethodvalidateLayer
()
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/Ex2LambdaLayer.java:106
↓ 1 callersMethodvalidateLayer
()
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/Ex1BasicSameDiffLayerExample.java:92
↓ 1 callersMethodvalidateLayer
()
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/Ex3LambdaVertex.java:97
↓ 1 callersMethodvisualize
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/unsupervised/variational/plot/PlotUtil.java:157
↓ 1 callersMethodvisualize
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/VAEPlotUtil.java:233
↓ 1 callersMethodwriteConfig
(JavaSparkContext sc)
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/TrainPatentClassifier.java:345
↓ 1 callersMethodwriteConfig
()
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/LocalTraining.java:209
MethodAnomalyDataSetIterator
(String filePath, int batchSize)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceanomalydetection/AnomalyDataSetIterator.java:40
MethodAnomalyDataSetReader
(File file)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceanomalydetection/AnomalyDataSetReader.java:48
MethodBaseLabels
Override {@link #getLabels()} when using this constructor.
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/util/BaseLabels.java:43
MethodBlurTransform
(int kSize, double deviation)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/densenet/imageUtils/BlurTransform.java:37
MethodBuilder
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/customcorpusword2vec/NewsIterator.java:332
MethodCOCOLabels
()
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/util/darknet/COCOLabels.java:32
MethodCharacterIterator
@param textFilePath Path to text file to use for generating samples @param textFileEncoding Encoding of the text file. Can try Charset.defaultCharset(
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/character/CharacterIterator.java:49
MethodCharacterIterator
@param textFilePath Path to text file to use for generating samples @param textFileEncoding Encoding of the text file. Can try Charset.defaultCharset(
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/utils/CharacterIterator.java:68
MethodConvergenceRunnable
(File saveRootDir, AtomicInteger currentSubset, AtomicBoolean isRunning, long saveEverySec, INDArray params)
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/utils/evaluation/ConvergenceRunnable.java:54
MethodCorpusIterator
(List<List<Double>> corpus, int batchSize, int batchesPerMacrobatch, int dictSize, int rowSize)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusIterator.java:57
MethodCorpusProcessor
(String filename, int rowSize, boolean countFreq)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/encoderdecoder/CorpusProcessor.java:35
MethodCustomLayer
()
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/misc/customlayers/layer/CustomLayer.java:28
MethodCustomLayer
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/layers/layer/CustomLayer.java:48
MethodCustomLayerImpl
(NeuralNetConfiguration conf)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/misc/customlayers/layer/CustomLayerImpl.java:23
MethodCustomLayerImplementation
(NeuralNetConfiguration conf, DataType dataType)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/features/customizingdl4j/layers/layer/CustomLayerImplementation.java:43
MethodCustomSequenceIterator
(int seed, int batchSize, int totalBatches, int numdigits, int timestep)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/seq2seq/CustomSequenceIterator.java:38
MethodCustomSequenceIterator
(int seed, int batchSize, int totalBatches)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/seq2seq/CustomSequenceIterator.java:59
MethodDL4JAlphaGoZeroBuilder
(int[] kernel, int[] strides, ConvolutionMode mode)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/alphagozero/dualresidual/DL4JAlphaGoZeroBuilder.java:53
MethodDarknetLabels
Calls {@code this(true)}. Defaults to 1000 clasess
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/util/darknet/DarknetLabels.java:40
MethodDeepMojiAttentionLayer
(Builder builder)
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/keras/advanced/deepmoji/DeepMojiAttentionLayer.java:50
MethodDenseNetBuilder
(int height, int width, int channels, long seed, int growthRate, boolean useBottleNeck)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/densenet/model/DenseNetBuilder.java:46
MethodDownloadToAzureFn
(String rootDir, boolean skipExisting)
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/DownloadPreprocessPatents.java:298
MethodDownloaderUtility
For use with resources uploaded to Azure blob storage. @param zipFile Name of zipfile. Should be a zip of a single directory with the same name @p
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/utilities/DownloaderUtility.java:68
MethodDownloaderUtility
For use with resources uploaded to Azure blob storage. @param zipFile Name of zipfile. Should be a zip of a single directory with the same name @p
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/utils/DownloaderUtility.java:66
MethodDownloaderUtility
For use with resources uploaded to Azure blob storage. @param zipFile Name of zipfile. Should be a zip of a single directory with the same name @p
data-pipeline-examples/src/main/java/org/deeplearning4j/datapipelineexamples/utils/DownloaderUtility.java:76
MethodDownloaderUtility
For use with resources uploaded to Azure blob storage. @param zipFile Name of zipfile. Should be a zip of a single directory with the same name @p
nd4j-ndarray-examples/src/main/java/org/nd4j/examples/utils/DownloaderUtility.java:68
MethodDownloaderUtility
For use with resources uploaded to Azure blob storage. @param zipFile Name of zipfile. Should be a zip of a single directory with the same name @p
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/DownloaderUtility.java:77
MethodFastRGB
(BufferedImage image)
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/modeling/feedforward/regression/ImageDrawer.java:248
MethodGaussianMixtureIterator
(int nMixturesPerLabel)
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/mixturedensitynetwork/GaussianMixtureIterator.java:49
MethodGenderRecordReader
Constructor to allow client application to pass List of possible Labels @param labels - List of String that client application pass all possible labe
dl4j-examples/src/main/java/org/deeplearning4j/examples/wip/advanced/modelling/detectgender/GenderRecordReader.java:76
MethodImageNetLabels
()
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/util/imagenet/ImageNetLabels.java:42
MethodInputSplitLengthIterator
(InputSplit[] inputSplits)
data-pipeline-examples/src/main/java/org/deeplearning4j/datapipelineexamples/loading/Ex05_SamplingBaseInputSplitExample.java:86
MethodJCommanderUtils
()
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/utils/JCommanderUtils.java:27
MethodKerasDeepMojiAttention
Constructor from parsed Keras layer configuration dictionary. @param layerConfig dictionary containing Keras layer configuration. @throws InvalidK
tensorflow-keras-import-examples/src/main/java/org/deeplearning4j/modelimportexamples/keras/advanced/deepmoji/KerasDeepMojiAttention.java:51
MethodL2NormalizeLambdaLayer
@param dimensions Dimensions to calculate L2 norm over. For DenseLayer/FeedForward input, this would be dimension 1
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/layers/L2NormalizeLambdaLayer.java:45
MethodLabelSeeker
(List<String> labelsUsed, InMemoryLookupTable<VocabWord> lookupTable)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/nlp/paragraphvectors/tools/LabelSeeker.java:23
MethodLabelSeeker
(List<String> labelsUsed, InMemoryLookupTable<VocabWord> lookupTable)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/embeddingsfromcorpus/paragraphvectors/tools/LabelSeeker.java:42
MethodLoadDataSetsFunction
(String wordVectorsPath, int numClasses, int vectorSize)
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/utils/data/LoadDataSetsFunction.java:53
MethodLotteryCharacterSequenceDataSetReader
(File file)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceprediction/LotteryCharacterSequenceDataSetReader.java:35
MethodLotteryCombinationDataSetReader
(File file)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceprediction/LotteryCombinationDataSetReader.java:38
MethodLotteryDataSetIterator
(String filePath, int batchSize, boolean modelType)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/sequenceprediction/LotteryDataSetIterator.java:40
MethodMNISTLatentSpaceVisualizer
(double imageScale, List<INDArray> digits, int plotFrequency)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/unsupervised/variational/plot/PlotUtil.java:146
MethodMNISTLatentSpaceVisualizer
(double imageScale, List<INDArray> digits, int plotFrequency)
dl4j-examples/src/main/java/org/deeplearning4j/examples/utils/VAEPlotUtil.java:222
MethodMNISTVisualizer
(double imageScale, List<INDArray> digits, String title )
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/feedforward/anomalydetection/MNISTAnomalyExample.java:149
MethodMNISTVisualizer
(double imageScale, List<INDArray> digits, String title )
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/modeling/feedforward/unsupervised/MNISTAutoencoder.java:186
MethodMeansBuilder
(InMemoryLookupTable<VocabWord> lookupTable, TokenizerFactory tokenizerFactory)
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/nlp/paragraphvectors/tools/MeansBuilder.java:25
MethodMeansBuilder
(InMemoryLookupTable<VocabWord> lookupTable, TokenizerFactory tokenizerFactory)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/embeddingsfromcorpus/paragraphvectors/tools/MeansBuilder.java:44
MethodMidiMelodyExtractor
(File file)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MidiMelodyExtractor.java:131
MethodMidiScoreIterationListener
(int printIterations)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/MidiScoreIterationListener.java:21
MethodMinimalSameDiffDense
@param nIn Number of inputs to the layer @param nOut Number of outputs - i.e., layer size @param activation Activation function @param we
samediff-examples/src/main/java/org/nd4j/examples/samediff/customizingdl4j/layers/MinimalSameDiffDense.java:52
MethodMulRecordDataLoader
(String dataSetType)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/captcharecognition/dataclasses/MulRecordDataLoader.java:55
MethodMultiRecordDataSetIterator
(int batchSize, String dataSetType)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/captcharecognition/dataclasses/MultiRecordDataSetIterator.java:38
MethodNewsIterator
@param dataDirectory the directory of the news headlines data set @param wordVectors WordVectors object @param batchSize Size of each minibat
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/customcorpusword2vec/NewsIterator.java:90
MethodNoiseTransform
(int numPix)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/densenet/imageUtils/NoiseTransform.java:34
MethodNote
(int pitch, long startTick, int instrument, int channel, int velocity)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/charmodelling/melodl4j/Note.java:33
MethodOnTrainingUpdate
(INDArray modelOut)
android-examples/app/src/main/java/org/deeplearning4j/examples/androidclassifier/ScatterView.java:81
MethodPatentsToIndexFilesFunction
(int maxSequenceLength, String wordVectorsPath, int minibatchSize, Map<String, Integer> teir2WordVectorsLabelI
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/DownloadPreprocessPatents.java:361
MethodPlottingListener
(int plotEveryNMinibatches, INDArray testFeatures, INDArray latentSpaceGrid,
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/unsupervised/variational/VariationalAutoEncoderExample.java:138
MethodPlottingListener
(int plotEveryNMinibatches, INDArray testFeatures, INDArray latentSpaceGrid,
dl4j-examples/src/main/java/org/deeplearning4j/examples/quickstart/modeling/variationalautoencoder/VaeMNIST2dPlots.java:172
MethodScatterView
(Context context, @Nullable AttributeSet attrs)
android-examples/app/src/main/java/org/deeplearning4j/examples/androidclassifier/ScatterView.java:26
MethodSentimentExampleIterator
@param dataDirectory the directory of the IMDB review data set @param wordVectors WordVectors object @param batchSize Size of each minibatch for train
oreilly-book-dl4j-examples/dl4j-examples/src/main/java/org/deeplearning4j/examples/recurrent/word2vecsentiment/SentimentExampleIterator.java:51
MethodSentimentExampleIterator
@param dataDirectory the directory of the IMDB review data set @param wordVectors WordVectors object @param batchSize Size of each minibatch for train
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/pretrainedword2vec/SentimentExampleIterator.java:71
MethodSeq2SeqPredicter
(ComputationGraph net)
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/seq2seq/Seq2SeqPredicter.java:41
MethodStringToDataSetFn
(Broadcast<Map<Character, Integer>> characterIntegerMap)
oreilly-book-dl4j-examples/dl4j-spark-examples/dl4j-spark/src/main/java/org/deeplearning4j/rnn/SparkLSTMCharacterExample.java:188
MethodTestNews
()
dl4j-examples/src/main/java/org/deeplearning4j/examples/advanced/modelling/textclassification/customcorpusword2vec/TestNews.java:60
MethodTextPreprocess
Input text to applyTransformToOrigin @param input the input text to applyTransformToOrigin, equivalent to calling this(input,false) wrt preserving cas
dl4j-distributed-training-examples/src/main/java/org/deeplearning4j/distributedtrainingexamples/patent/preprocessing/TextPreprocess.java:44
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