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    Download simplednn JAR 0.5.3 with all dependencies


    SimpleDNN is a machine learning lightweight open-source library written in Kotlin whose purpose is to support the development of feed-forward and recurrent Artificial Neural Networks.

    Files of the artifact simplednn version 0.5.3 from the group com.kotlinnlp.

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    Artifact simplednn
    Group com.kotlinnlp
    Version 0.5.3
    Last update 08. February 2018
    Tags: networks kotlin support development whose neural learning purpose machine simplednn open recurrent source forward written library feed lightweight artificial
    Organization not specified
    URL http://github.com/kotlinnlp/simplednn
    License Apache License, Version 2.0
    Dependencies amount 11
    Dependencies kotlin-stdlib, kotlin-reflect, slf4j-simple, jblas, jsoniter, jackson-databind, jackson-module-kotlin, jackson-dataformat-yaml, mockito-kotlin, guava, progressindicator,
    There are maybe transitive dependencies!
    There is a newer version: 0.14.0
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    Show all versions of simplednn Show documentation

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    Source code of simplednn version 0.5.3

    .Configuration.kt
    .HANClassifierTest.kt
    META-INF
    META-INF.META-INF.MANIFEST.MF
    META-INF.maven.com.kotlinnlp.simplednn
    META-INF.maven.com.kotlinnlp.simplednn.META-INF.maven.com.kotlinnlp.simplednn.pom.properties
    META-INF.maven.com.kotlinnlp.simplednn.META-INF.maven.com.kotlinnlp.simplednn.pom.xml
    .ProgressiveSumTest.kt
    .SparseInputTest.kt
    .SumSignRelevanceTest.kt
    .VectorsAverageBiaffineTest.kt
    com.kotlinnlp.simplednn.core.arrays
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.ActivableArray.kt
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.AugmentedArray.kt
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.DistributionArray.kt
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.Norm1Array.kt
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.UpdatableArray.kt
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.UpdatableDenseArray.kt
    com.kotlinnlp.simplednn.core.arrays.com.kotlinnlp.simplednn.core.arrays.UpdatableSparseArray.kt
    com.kotlinnlp.simplednn.core.functionalities.activations
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.ActivationFunction.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.ELU.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.ReLU.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.ScalarActivationFunction.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.Sigmoid.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.Softmax.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.Softsign.kt
    com.kotlinnlp.simplednn.core.functionalities.activations.com.kotlinnlp.simplednn.core.functionalities.activations.Tanh.kt
    com.kotlinnlp.simplednn.core.functionalities.decaymethods
    com.kotlinnlp.simplednn.core.functionalities.decaymethods.com.kotlinnlp.simplednn.core.functionalities.decaymethods.DecayMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.decaymethods.com.kotlinnlp.simplednn.core.functionalities.decaymethods.ExponentialDecay.kt
    com.kotlinnlp.simplednn.core.functionalities.decaymethods.com.kotlinnlp.simplednn.core.functionalities.decaymethods.HyperbolicDecay.kt
    com.kotlinnlp.simplednn.core.functionalities.initializers
    com.kotlinnlp.simplednn.core.functionalities.initializers.com.kotlinnlp.simplednn.core.functionalities.initializers.ConstantInitializer.kt
    com.kotlinnlp.simplednn.core.functionalities.initializers.com.kotlinnlp.simplednn.core.functionalities.initializers.GlorotInitializer.kt
    com.kotlinnlp.simplednn.core.functionalities.initializers.com.kotlinnlp.simplednn.core.functionalities.initializers.Initializer.kt
    com.kotlinnlp.simplednn.core.functionalities.initializers.com.kotlinnlp.simplednn.core.functionalities.initializers.RandomInitializer.kt
    com.kotlinnlp.simplednn.core.functionalities.losses
    com.kotlinnlp.simplednn.core.functionalities.losses.com.kotlinnlp.simplednn.core.functionalities.losses.AugmentedMSECalculator.kt
    com.kotlinnlp.simplednn.core.functionalities.losses.com.kotlinnlp.simplednn.core.functionalities.losses.LossCalculator.kt
    com.kotlinnlp.simplednn.core.functionalities.losses.com.kotlinnlp.simplednn.core.functionalities.losses.MSECalculator.kt
    com.kotlinnlp.simplednn.core.functionalities.losses.com.kotlinnlp.simplednn.core.functionalities.losses.MulticlassMSECalculator.kt
    com.kotlinnlp.simplednn.core.functionalities.losses.com.kotlinnlp.simplednn.core.functionalities.losses.SoftmaxCrossEntropyCalculator.kt
    com.kotlinnlp.simplednn.core.functionalities.outputevaluation
    com.kotlinnlp.simplednn.core.functionalities.outputevaluation.com.kotlinnlp.simplednn.core.functionalities.outputevaluation.ClassificationEvaluation.kt
    com.kotlinnlp.simplednn.core.functionalities.outputevaluation.com.kotlinnlp.simplednn.core.functionalities.outputevaluation.MulticlassEvaluation.kt
    com.kotlinnlp.simplednn.core.functionalities.outputevaluation.com.kotlinnlp.simplednn.core.functionalities.outputevaluation.OutputEvaluationFunction.kt
    com.kotlinnlp.simplednn.core.functionalities.randomgenerators
    com.kotlinnlp.simplednn.core.functionalities.randomgenerators.com.kotlinnlp.simplednn.core.functionalities.randomgenerators.FixedRangeRandom.kt
    com.kotlinnlp.simplednn.core.functionalities.randomgenerators.com.kotlinnlp.simplednn.core.functionalities.randomgenerators.GaussianDistributedRandom.kt
    com.kotlinnlp.simplednn.core.functionalities.randomgenerators.com.kotlinnlp.simplednn.core.functionalities.randomgenerators.RandomGenerator.kt
    com.kotlinnlp.simplednn.core.functionalities.regularization
    com.kotlinnlp.simplednn.core.functionalities.regularization.com.kotlinnlp.simplednn.core.functionalities.regularization.L1Regularization.kt
    com.kotlinnlp.simplednn.core.functionalities.regularization.com.kotlinnlp.simplednn.core.functionalities.regularization.L2Regularization.kt
    com.kotlinnlp.simplednn.core.functionalities.regularization.com.kotlinnlp.simplednn.core.functionalities.regularization.MaxNormRegularization.kt
    com.kotlinnlp.simplednn.core.functionalities.regularization.com.kotlinnlp.simplednn.core.functionalities.regularization.WeightsRegularization.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.com.kotlinnlp.simplednn.core.functionalities.updatemethods.UpdateMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.com.kotlinnlp.simplednn.core.functionalities.updatemethods.UpdaterSupportStructure.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad.com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad.AdaGradMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad.com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad.AdaGradStructure.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam.com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam.ADAMMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam.com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam.ADAMStructure.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate.com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate.LearningRateMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate.com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate.LearningRateStructure.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum.com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum.MomentumMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum.com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum.MomentumStructure.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum.com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum.NesterovMomentumMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum.com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum.NesterovMomentumStructure.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop.com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop.RMSPropMethod.kt
    com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop.com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop.RMSPropStructure.kt
    com.kotlinnlp.simplednn.core.layers
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.BackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.ForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerConfiguration.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerParametersFactory.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerStructureFactory.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerType.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.LayerUnit.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.ParametersUnit.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.RecurrentLayerUnit.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.RecurrentParametersUnit.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.RelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.com.kotlinnlp.simplednn.core.layers.RelevanceUtils.kt
    com.kotlinnlp.simplednn.core.layers.feedforward
    com.kotlinnlp.simplednn.core.layers.feedforward.com.kotlinnlp.simplednn.core.layers.feedforward.FeedforwardBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.feedforward.com.kotlinnlp.simplednn.core.layers.feedforward.FeedforwardForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.feedforward.com.kotlinnlp.simplednn.core.layers.feedforward.FeedforwardLayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.feedforward.com.kotlinnlp.simplednn.core.layers.feedforward.FeedforwardLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.feedforward.com.kotlinnlp.simplednn.core.layers.feedforward.FeedforwardRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent
    com.kotlinnlp.simplednn.core.layers.recurrent.com.kotlinnlp.simplednn.core.layers.recurrent.GatedRecurrentLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.com.kotlinnlp.simplednn.core.layers.recurrent.GatedRecurrentRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.com.kotlinnlp.simplednn.core.layers.recurrent.LayerContextWindow.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.com.kotlinnlp.simplednn.core.layers.recurrent.RecurrentLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.com.kotlinnlp.simplednn.core.layers.recurrent.RecurrentRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.cfn
    com.kotlinnlp.simplednn.core.layers.recurrent.cfn.com.kotlinnlp.simplednn.core.layers.recurrent.cfn.CFNBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.cfn.com.kotlinnlp.simplednn.core.layers.recurrent.cfn.CFNForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.cfn.com.kotlinnlp.simplednn.core.layers.recurrent.cfn.CFNLayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.cfn.com.kotlinnlp.simplednn.core.layers.recurrent.cfn.CFNLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.cfn.com.kotlinnlp.simplednn.core.layers.recurrent.cfn.CFNRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.DeltaRNNBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.DeltaRNNForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.DeltaRNNLayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.DeltaRNNLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.DeltaRNNRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.com.kotlinnlp.simplednn.core.layers.recurrent.deltarnn.DeltaRNNRelevanceSupport.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.gru
    com.kotlinnlp.simplednn.core.layers.recurrent.gru.com.kotlinnlp.simplednn.core.layers.recurrent.gru.GRUBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.gru.com.kotlinnlp.simplednn.core.layers.recurrent.gru.GRUForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.gru.com.kotlinnlp.simplednn.core.layers.recurrent.gru.GRULayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.gru.com.kotlinnlp.simplednn.core.layers.recurrent.gru.GRULayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.gru.com.kotlinnlp.simplednn.core.layers.recurrent.gru.GRURelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.lstm
    com.kotlinnlp.simplednn.core.layers.recurrent.lstm.com.kotlinnlp.simplednn.core.layers.recurrent.lstm.LSTMBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.lstm.com.kotlinnlp.simplednn.core.layers.recurrent.lstm.LSTMForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.lstm.com.kotlinnlp.simplednn.core.layers.recurrent.lstm.LSTMLayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.lstm.com.kotlinnlp.simplednn.core.layers.recurrent.lstm.LSTMLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.lstm.com.kotlinnlp.simplednn.core.layers.recurrent.lstm.LSTMRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.ran
    com.kotlinnlp.simplednn.core.layers.recurrent.ran.com.kotlinnlp.simplednn.core.layers.recurrent.ran.RANBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.ran.com.kotlinnlp.simplednn.core.layers.recurrent.ran.RANForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.ran.com.kotlinnlp.simplednn.core.layers.recurrent.ran.RANLayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.ran.com.kotlinnlp.simplednn.core.layers.recurrent.ran.RANLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.ran.com.kotlinnlp.simplednn.core.layers.recurrent.ran.RANRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.simple
    com.kotlinnlp.simplednn.core.layers.recurrent.simple.com.kotlinnlp.simplednn.core.layers.recurrent.simple.SimpleRecurrentBackwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.simple.com.kotlinnlp.simplednn.core.layers.recurrent.simple.SimpleRecurrentForwardHelper.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.simple.com.kotlinnlp.simplednn.core.layers.recurrent.simple.SimpleRecurrentLayerParameters.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.simple.com.kotlinnlp.simplednn.core.layers.recurrent.simple.SimpleRecurrentLayerStructure.kt
    com.kotlinnlp.simplednn.core.layers.recurrent.simple.com.kotlinnlp.simplednn.core.layers.recurrent.simple.SimpleRecurrentRelevanceHelper.kt
    com.kotlinnlp.simplednn.core.neuralnetwork
    com.kotlinnlp.simplednn.core.neuralnetwork.com.kotlinnlp.simplednn.core.neuralnetwork.NetworkParameters.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.com.kotlinnlp.simplednn.core.neuralnetwork.NeuralNetwork.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.CFN.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.DeltaRNN.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.FeedforwardNeuralNetwork.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.GRUNeuralNetwork.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.LSTMNeuralNetwork.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.RANNeuralNetwork.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.preset.com.kotlinnlp.simplednn.core.neuralnetwork.preset.SimpleRecurrentNeuralNetwork.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.structure
    com.kotlinnlp.simplednn.core.neuralnetwork.structure.com.kotlinnlp.simplednn.core.neuralnetwork.structure.NetworkStructure.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.structure.feedforward
    com.kotlinnlp.simplednn.core.neuralnetwork.structure.feedforward.com.kotlinnlp.simplednn.core.neuralnetwork.structure.feedforward.FeedforwardNetworkStructure.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.structure.recurrent
    com.kotlinnlp.simplednn.core.neuralnetwork.structure.recurrent.com.kotlinnlp.simplednn.core.neuralnetwork.structure.recurrent.RecurrentNetworkStructure.kt
    com.kotlinnlp.simplednn.core.neuralnetwork.structure.recurrent.com.kotlinnlp.simplednn.core.neuralnetwork.structure.recurrent.StructureContextWindow.kt
    com.kotlinnlp.simplednn.core.neuralprocessor
    com.kotlinnlp.simplednn.core.neuralprocessor.com.kotlinnlp.simplednn.core.neuralprocessor.NeuralProcessor.kt
    com.kotlinnlp.simplednn.core.neuralprocessor.feedforward
    com.kotlinnlp.simplednn.core.neuralprocessor.feedforward.com.kotlinnlp.simplednn.core.neuralprocessor.feedforward.FeedforwardNeuralProcessor.kt
    com.kotlinnlp.simplednn.core.neuralprocessor.feedforward.com.kotlinnlp.simplednn.core.neuralprocessor.feedforward.FeedforwardNeuralProcessorsPool.kt
    com.kotlinnlp.simplednn.core.neuralprocessor.recurrent
    com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.NNSequence.kt
    com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.RANImportanceHelper.kt
    com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.RecurrentNeuralProcessor.kt
    com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.RecurrentNeuralProcessorsPool.kt
    com.kotlinnlp.simplednn.core.optimizer
    com.kotlinnlp.simplednn.core.optimizer.com.kotlinnlp.simplednn.core.optimizer.IterableParams.kt
    com.kotlinnlp.simplednn.core.optimizer.com.kotlinnlp.simplednn.core.optimizer.Optimizer.kt
    com.kotlinnlp.simplednn.core.optimizer.com.kotlinnlp.simplednn.core.optimizer.ParamsErrorsAccumulator.kt
    com.kotlinnlp.simplednn.core.optimizer.com.kotlinnlp.simplednn.core.optimizer.ParamsOptimizer.kt
    com.kotlinnlp.simplednn.core.optimizer.com.kotlinnlp.simplednn.core.optimizer.ScheduledUpdater.kt
    com.kotlinnlp.simplednn.dataset
    com.kotlinnlp.simplednn.dataset.com.kotlinnlp.simplednn.dataset.Shuffler.kt
    com.kotlinnlp.simplednn.dataset.com.kotlinnlp.simplednn.dataset.dataset.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.AttentionNetwork.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.AttentionNetworkParameters.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.AttentionNetworksPool.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.FeedforwardLayersPool.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.AttentionLayerBackwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.AttentionLayerForwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.AttentionLayerOptimizer.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.AttentionLayerParameters.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.attentionlayer.AttentionLayerStructure.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.ArrayListExtension.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HAN.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HANEncoder.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HANEncodersPool.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HANParameters.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HierarchyGroup.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HierarchyItem.kt
    com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.com.kotlinnlp.simplednn.deeplearning.attentionnetwork.han.HierarchySequence.kt
    com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork
    com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.AttentiveRecurrentNetwork.kt
    com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.AttentiveRecurrentNetworkModel.kt
    com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.AttentiveRecurrentNetworkParameters.kt
    com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.BackwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.com.kotlinnlp.simplednn.deeplearning.attentiverecurrentnetwork.ForwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.birnn
    com.kotlinnlp.simplednn.deeplearning.birnn.com.kotlinnlp.simplednn.deeplearning.birnn.BiRNN.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNEncoder.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNEncodersPool.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNParameters.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNUtils.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn
    com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNN.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNNEncoder.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNNOptimizer.kt
    com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNNParameters.kt
    com.kotlinnlp.simplednn.deeplearning.embeddings
    com.kotlinnlp.simplednn.deeplearning.embeddings.com.kotlinnlp.simplednn.deeplearning.embeddings.EMBDLoader.kt
    com.kotlinnlp.simplednn.deeplearning.embeddings.com.kotlinnlp.simplednn.deeplearning.embeddings.Embedding.kt
    com.kotlinnlp.simplednn.deeplearning.embeddings.com.kotlinnlp.simplednn.deeplearning.embeddings.EmbeddingsMap.kt
    com.kotlinnlp.simplednn.deeplearning.embeddings.com.kotlinnlp.simplednn.deeplearning.embeddings.EmbeddingsMapByDictionary.kt
    com.kotlinnlp.simplednn.deeplearning.embeddings.com.kotlinnlp.simplednn.deeplearning.embeddings.EmbeddingsOptimizer.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers
    com.kotlinnlp.simplednn.deeplearning.mergelayers.com.kotlinnlp.simplednn.deeplearning.mergelayers.MergeLayer.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.com.kotlinnlp.simplednn.deeplearning.mergelayers.MergeLayerParameters.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.affine
    com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.AffineBackwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.AffineForwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.AffineLayerParameters.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.AffineLayerStructure.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.com.kotlinnlp.simplednn.deeplearning.mergelayers.affine.AffineRelevanceHelper.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.BiaffineBackwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.BiaffineForwardHelper.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.BiaffineLayerModel.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.BiaffineLayerParameters.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.BiaffineLayerStructure.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.BiaffineRelevanceHelper.kt
    com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.com.kotlinnlp.simplednn.deeplearning.mergelayers.biaffine.DenseBiaffineLayersPool.kt
    com.kotlinnlp.simplednn.deeplearning.multipredictionscorer
    com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.MultiPredictionModel.kt
    com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.MultiPredictionNetworkConfig.kt
    com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.MultiPredictionOptimizer.kt
    com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.com.kotlinnlp.simplednn.deeplearning.multipredictionscorer.MultiPredictionScorer.kt
    com.kotlinnlp.simplednn.deeplearning.multitasknetwork
    com.kotlinnlp.simplednn.deeplearning.multitasknetwork.com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetwork.kt
    com.kotlinnlp.simplednn.deeplearning.multitasknetwork.com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetworkConfig.kt
    com.kotlinnlp.simplednn.deeplearning.multitasknetwork.com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetworkModel.kt
    com.kotlinnlp.simplednn.deeplearning.multitasknetwork.com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetworkParameters.kt
    com.kotlinnlp.simplednn.deeplearning.multitasknetwork.com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultitaskNetworksPool.kt
    com.kotlinnlp.simplednn.deeplearning.sequenceencoder
    com.kotlinnlp.simplednn.deeplearning.sequenceencoder.com.kotlinnlp.simplednn.deeplearning.sequenceencoder.ParallelEncoderModel.kt
    com.kotlinnlp.simplednn.deeplearning.sequenceencoder.com.kotlinnlp.simplednn.deeplearning.sequenceencoder.ParallelEncoderParameters.kt
    com.kotlinnlp.simplednn.deeplearning.sequenceencoder.com.kotlinnlp.simplednn.deeplearning.sequenceencoder.SequenceFeedforwardEncoder.kt
    com.kotlinnlp.simplednn.deeplearning.sequenceencoder.com.kotlinnlp.simplednn.deeplearning.sequenceencoder.SequenceFeedforwardNetwork.kt
    com.kotlinnlp.simplednn.deeplearning.sequenceencoder.com.kotlinnlp.simplednn.deeplearning.sequenceencoder.SequenceParallelEncoder.kt
    com.kotlinnlp.simplednn.deeplearning.sequencelabeling
    com.kotlinnlp.simplednn.deeplearning.sequencelabeling.com.kotlinnlp.simplednn.deeplearning.sequencelabeling.SWSLFeaturesExtractor.kt
    com.kotlinnlp.simplednn.deeplearning.sequencelabeling.com.kotlinnlp.simplednn.deeplearning.sequencelabeling.SWSLNetwork.kt
    com.kotlinnlp.simplednn.deeplearning.sequencelabeling.com.kotlinnlp.simplednn.deeplearning.sequencelabeling.SWSLOptimizer.kt
    com.kotlinnlp.simplednn.deeplearning.sequencelabeling.com.kotlinnlp.simplednn.deeplearning.sequencelabeling.SWSLabeler.kt
    com.kotlinnlp.simplednn.deeplearning.sequencelabeling.com.kotlinnlp.simplednn.deeplearning.sequencelabeling.SlidingWindowSequence.kt
    com.kotlinnlp.simplednn.deeplearning.treernn
    com.kotlinnlp.simplednn.deeplearning.treernn.com.kotlinnlp.simplednn.deeplearning.treernn.TreeEncoder.kt
    com.kotlinnlp.simplednn.deeplearning.treernn.com.kotlinnlp.simplednn.deeplearning.treernn.TreeRNN.kt
    com.kotlinnlp.simplednn.deeplearning.treernn.com.kotlinnlp.simplednn.deeplearning.treernn.TreeRNNParameters.kt
    com.kotlinnlp.simplednn.helpers.training
    com.kotlinnlp.simplednn.helpers.training.com.kotlinnlp.simplednn.helpers.training.FeedforwardTrainingHelper.kt
    com.kotlinnlp.simplednn.helpers.training.com.kotlinnlp.simplednn.helpers.training.SequenceTrainingHelper.kt
    com.kotlinnlp.simplednn.helpers.training.com.kotlinnlp.simplednn.helpers.training.SequenceWithFinalOutputTrainingHelper.kt
    com.kotlinnlp.simplednn.helpers.training.com.kotlinnlp.simplednn.helpers.training.TrainingHelper.kt
    com.kotlinnlp.simplednn.helpers.training.utils
    com.kotlinnlp.simplednn.helpers.training.utils.com.kotlinnlp.simplednn.helpers.training.utils.ExamplesIndices.kt
    com.kotlinnlp.simplednn.helpers.training.utils.com.kotlinnlp.simplednn.helpers.training.utils.TrainingStatistics.kt
    com.kotlinnlp.simplednn.helpers.validation
    com.kotlinnlp.simplednn.helpers.validation.com.kotlinnlp.simplednn.helpers.validation.FeedforwardValidationHelper.kt
    com.kotlinnlp.simplednn.helpers.validation.com.kotlinnlp.simplednn.helpers.validation.SequenceValidationHelper.kt
    com.kotlinnlp.simplednn.helpers.validation.com.kotlinnlp.simplednn.helpers.validation.SequenceWithFinalOutputValidationHelper.kt
    com.kotlinnlp.simplednn.helpers.validation.com.kotlinnlp.simplednn.helpers.validation.ValidationHelper.kt
    com.kotlinnlp.simplednn.simplemath.ndarray
    com.kotlinnlp.simplednn.simplemath.ndarray.com.kotlinnlp.simplednn.simplemath.ndarray.NDArray.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.com.kotlinnlp.simplednn.simplemath.ndarray.NDArrayFactory.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.com.kotlinnlp.simplednn.simplemath.ndarray.NDArrayMask.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.com.kotlinnlp.simplednn.simplemath.ndarray.Shape.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.com.kotlinnlp.simplednn.simplemath.ndarray.Utils.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.dense
    com.kotlinnlp.simplednn.simplemath.ndarray.dense.com.kotlinnlp.simplednn.simplemath.ndarray.dense.DenseNDArray.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.dense.com.kotlinnlp.simplednn.simplemath.ndarray.dense.DenseNDArrayFactory.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.sparse
    com.kotlinnlp.simplednn.simplemath.ndarray.sparse.com.kotlinnlp.simplednn.simplemath.ndarray.sparse.SparseNDArray.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.sparse.com.kotlinnlp.simplednn.simplemath.ndarray.sparse.SparseNDArrayFactory.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary
    com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary.com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary.SparseBinaryNDArray.kt
    com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary.com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary.SparseBinaryNDArrayFactory.kt
    com.kotlinnlp.simplednn.simplemath
    com.kotlinnlp.simplednn.simplemath.com.kotlinnlp.simplednn.simplemath.simplemath.kt
    com.kotlinnlp.simplednn.utils
    com.kotlinnlp.simplednn.utils.com.kotlinnlp.simplednn.utils.DictionarySet.kt
    com.kotlinnlp.simplednn.utils.com.kotlinnlp.simplednn.utils.ItemsPool.kt
    com.kotlinnlp.simplednn.utils.com.kotlinnlp.simplednn.utils.MultiMap.kt
    com.kotlinnlp.simplednn.utils.com.kotlinnlp.simplednn.utils.io.kt
    com.kotlinnlp.simplednn.utils.scheduling
    com.kotlinnlp.simplednn.utils.scheduling.com.kotlinnlp.simplednn.utils.scheduling.BatchScheduling.kt
    com.kotlinnlp.simplednn.utils.scheduling.com.kotlinnlp.simplednn.utils.scheduling.EpochScheduling.kt
    com.kotlinnlp.simplednn.utils.scheduling.com.kotlinnlp.simplednn.utils.scheduling.ExampleScheduling.kt
    config
    config.config.configuration.yaml
    config.config.configuration.yaml.example
    logicgates
    logicgates.logicgates.ANDGate.kt
    logicgates.logicgates.GateTestUtils.kt
    logicgates.logicgates.NOTGate.kt
    logicgates.logicgates.ORGate.kt
    logicgates.logicgates.XORGate.kt
    mnist
    mnist.mnist.MNISTMePropTest.kt
    mnist.mnist.MNISTSequenceTest.kt
    mnist.mnist.MNISTSparseBinaryTest.kt
    mnist.mnist.MNISTTest.kt
    mnist.helpers
    mnist.helpers.mnist.helpers.MNISTSequenceExampleExtractor.kt
    mnist.helpers.mnist.helpers.MNISTSparseExampleExtractor.kt
    utils
    utils.utils.CorpusReader.kt
    utils.utils.JsonIteratorExtensions.kt
    utils.exampleextractor
    utils.exampleextractor.utils.exampleextractor.ClassificationExampleExtractor.kt
    utils.exampleextractor.utils.exampleextractor.ClassificationSequenceExampleExtractor.kt
    utils.exampleextractor.utils.exampleextractor.ClassificationSparseExampleExtractor.kt
    utils.exampleextractor.utils.exampleextractor.ExampleExtractor.kt




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