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com.kotlinnlp : simplednn

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Jun 16, 2020
11 usages
97 stars

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.

Table Of Contents

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Version Vulnerabilities Size Updated
0.14.x
0.13.x
0.12.x
0.11.x
0.10.x
0.9.x
0.8.x
0.7.x
0.6.x
0.5.x
0.4.x
0.3.x
0.2.x
0.1.x

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com.kotlinnlp.simplednn.core.functionalities.decaymethods

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.decaymethods.DecayMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.decaymethods.ExponentialDecay.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.decaymethods.HyperbolicDecay.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.feedforward.batchnorm

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.batchnorm.BatchNormBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.batchnorm.BatchNormForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.batchnorm.BatchNormLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.batchnorm.BatchNormLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.attention.attentionmechanism

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.attentionmechanism.AttentionMechanismBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.attentionmechanism.AttentionMechanismForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.attentionmechanism.AttentionMechanismLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.attentionmechanism.AttentionMechanismLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.UpdateMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.UpdateMethodConfig.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.UpdaterSupportStructure.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop.RMSPropMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.rmsprop.RMSPropStructure.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.feedforward.highway

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.highway.HighwayBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.highway.HighwayForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.highway.HighwayLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.highway.HighwayLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.attention.attentionnetwork

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.attentionnetwork.AttentionNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.attentionnetwork.AttentionNetworkParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.attentionnetwork.AttentionNetworksPool.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.AffineMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.AvgMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.BiaffineMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.ConcatFeedforwardMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.ConcatMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.MergeConfiguration.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.ProductMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.SumMerge.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.mergeconfig.VariableOutputMergeConfig.class - [JAR]

com.kotlinnlp.simplednn.core.neuralprocessor.embeddingsprocessor

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.embeddingsprocessor.EmbeddingsProcessor.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.embeddingsprocessor.EmbeddingsProcessorWithContext.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum.MomentumMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.momentum.MomentumStructure.class - [JAR]

com.kotlinnlp.simplednn.helpers

β”œβ”€ com.kotlinnlp.simplednn.helpers.Counter.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.helpers.Evaluator.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.helpers.Statistics.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.helpers.Trainer.class - [JAR]

com.kotlinnlp.simplednn.core.neuralprocessor

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.ChainProcessor.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.NeuralProcessor.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.losses

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.AugmentedMSECalculator.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.LossCalculator.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.LossesUtilsKt.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.MSECalculator.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.MulticlassMSECalculator.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.NegativeLogProbability.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.losses.SoftmaxCrossEntropyCalculator.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.regularization

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.regularization.L1Regularization.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.regularization.L2Regularization.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.regularization.MaxNormRegularization.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.regularization.ParamsRegularization.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.feedforward.norm

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.norm.NormBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.norm.NormForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.norm.NormLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.norm.NormLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.attention.scaleddot

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.scaleddot.ScaledDotAttentionBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.scaleddot.ScaledDotAttentionForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.scaleddot.ScaledDotAttentionLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.scaleddot.ScaledDotAttentionLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.simplemath

β”œβ”€ com.kotlinnlp.simplednn.simplemath.SimpleMathKt.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.radam

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.radam.RADAMMethod.class - [JAR]

com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary.SparseBinaryNDArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.sparsebinary.SparseBinaryNDArrayFactory.class - [JAR]

com.kotlinnlp.simplednn.core.neuralnetwork.preset

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.CFN.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.DeltaRNN.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.FeedforwardNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.GRUNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.GenericNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.HighwayNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.IndRNNNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.LSTMNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.LTMNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.RANNeuralNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralnetwork.preset.SimpleRecurrentNeuralNetwork.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.feedforward.squareddistance

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.squareddistance.SquaredDistanceBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.squareddistance.SquaredDistanceForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.squareddistance.SquaredDistanceLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.squareddistance.SquaredDistanceLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.ltm

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ltm.LTMBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ltm.LTMForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ltm.LTMLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ltm.LTMLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.helpers

β”œβ”€ com.kotlinnlp.simplednn.core.layers.helpers.BackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.helpers.ForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.helpers.ParamsErrorsCollector.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.helpers.RelevanceHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.helpers.RelevanceUtils.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.gradientclipping

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.gradientclipping.GradientClipping.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad.AdaGradMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.adagrad.AdaGradStructure.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum.NesterovMomentumMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.nesterovmomentum.NesterovMomentumStructure.class - [JAR]

com.kotlinnlp.simplednn.core.neuralprocessor.batchfeedforward

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.batchfeedforward.BatchFeedforwardProcessor.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.batchfeedforward.MultiBatchFeedforwardProcessor.class - [JAR]

com.kotlinnlp.simplednn.core.embeddings

β”œβ”€ com.kotlinnlp.simplednn.core.embeddings.EmbeddingsMap.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.concatff

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concatff.ConcatFFBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concatff.ConcatFFForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concatff.ConcatFFLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concatff.ConcatFFLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.transformers

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.transformers.BERT.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.transformers.BERTBaseImportHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.transformers.BERTLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.transformers.BERTModel.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.transformers.BERTParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.transformers.BERTTrainer.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.product

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.product.ProductBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.product.ProductForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.product.ProductLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.product.ProductLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.embeddings.lmdb

β”œβ”€ com.kotlinnlp.simplednn.core.embeddings.lmdb.EmbeddingsMap.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.embeddings.lmdb.EmbeddingsStorage.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.feedforward.simple

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.simple.FeedforwardBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.simple.FeedforwardForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.simple.FeedforwardLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.simple.FeedforwardLayerParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.feedforward.simple.FeedforwardRelevanceHelper.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.attention.pointernetwork

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.pointernetwork.BackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.pointernetwork.ForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.pointernetwork.PointerNetworkModel.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.pointernetwork.PointerNetworkParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.pointernetwork.PointerNetworkProcessor.class - [JAR]

com.kotlinnlp.simplednn.core.optimizer

β”œβ”€ com.kotlinnlp.simplednn.core.optimizer.AliasKt.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.optimizer.ExtensionsKt.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.optimizer.ParamsErrorsAccumulator.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.optimizer.ParamsOptimizer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.optimizer.ScheduledUpdater.class - [JAR]

com.kotlinnlp.simplednn.core.arrays

β”œβ”€ com.kotlinnlp.simplednn.core.arrays.ActivableArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.arrays.AugmentedArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.arrays.AugmentedArrayExtensionsKt.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.arrays.DistributionArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.arrays.Norm1Array.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.arrays.ParamsArray.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.distance

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.distance.DistanceBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.distance.DistanceForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.distance.DistanceLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.distance.DistanceLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.multitasknetwork

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetworkConfig.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultiTaskNetworkModel.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.multitasknetwork.MultitaskNetworksPool.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn.DeltaRNNBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn.DeltaRNNForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn.DeltaRNNLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn.DeltaRNNLayerParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn.DeltaRNNRelevanceHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.deltarnn.DeltaRNNRelevanceSupport.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.MergeLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.MergeLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.lstm

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.lstm.LSTMBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.lstm.LSTMForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.lstm.LSTMLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.lstm.LSTMLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.simple

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.simple.SimpleRecurrentBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.simple.SimpleRecurrentForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.simple.SimpleRecurrentLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.simple.SimpleRecurrentLayerParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.simple.SimpleRecurrentRelevanceHelper.class - [JAR]

com.kotlinnlp.simplednn.core.layers

β”œβ”€ com.kotlinnlp.simplednn.core.layers.Layer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.LayerFactory.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.LayerInterface.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.LayerParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.LayerParametersFactory.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.LayerType.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.RecurrentStackedLayers.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.StackedLayers.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.StackedLayersParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.StatesWindow.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.indrnn

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.indrnn.IndRNNBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.indrnn.IndRNNForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.indrnn.IndRNNLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.indrnn.IndRNNLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.birnn

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.BiRNN.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNConfig.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNEncoder.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNEncodersPool.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.BiRNNUtils.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate.LearningRateMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.learningrate.LearningRateStructure.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.initializers

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.initializers.ConstantInitializer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.initializers.GlorotInitializer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.initializers.Initializer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.initializers.RandomInitializer.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.attention.multihead

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.multihead.MultiHeadAttentionNetwork.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.multihead.MultiHeadAttentionParameters.class - [JAR]

com.kotlinnlp.simplednn.core.neuralprocessor.recurrent

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.NNSequence.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.RANImportanceHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.RecurrentNeuralProcessor.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.recurrent.RecurrentNeuralProcessorsPool.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.attention.han

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.ArrayListExtensionKt.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HAN.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HANEncoder.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HANEncodersPool.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HANParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HierarchyGroup.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HierarchyItem.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.attention.han.HierarchySequence.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.LinearParams.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.tpr

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.tpr.TPRBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.tpr.TPRForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.tpr.TPRLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.tpr.TPRLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.affine

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.affine.AffineBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.affine.AffineForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.affine.AffineLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.affine.AffineLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam.ADAMMethod.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.updatemethods.adam.ADAMStructure.class - [JAR]

com.kotlinnlp.simplednn.simplemath.ndarray.dense

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.dense.DenseNDArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.dense.DenseNDArrayFactory.class - [JAR]

com.kotlinnlp.simplednn.simplemath.ndarray

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.NDArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.NDArrayFactory.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.NDArrayMask.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.Shape.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.TypeAliasesKt.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.sequenceencoder

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.sequenceencoder.FOFE.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.gru

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.gru.GRUBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.gru.GRUForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.gru.GRULayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.gru.GRULayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.cfn

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.cfn.CFNBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.cfn.CFNForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.cfn.CFNLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.cfn.CFNLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.randomgenerators

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.randomgenerators.BaseRandom.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.randomgenerators.FixedRangeRandom.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.randomgenerators.GaussianDistributedRandom.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.randomgenerators.RandomGenerator.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.avg

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.avg.AvgBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.avg.AvgForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.avg.AvgLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.avg.AvgLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.attention

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.AttentionBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.AttentionForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.attention.AttentionLayer.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.sum

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sum.SumBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sum.SumForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sum.SumLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sum.SumLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent.ran

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ran.RANBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ran.RANForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ran.RANLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ran.RANLayerParameters.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.ran.RANRelevanceHelper.class - [JAR]

com.kotlinnlp.simplednn.utils.scheduling

β”œβ”€ com.kotlinnlp.simplednn.utils.scheduling.BatchScheduling.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.utils.scheduling.EpochScheduling.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.utils.scheduling.ExampleScheduling.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.activations

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.ActivationFunction.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.CeLU.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.ELU.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.GeLU.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.HardSigmoid.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.HardTanh.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.LeakyRELU.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.ReLU.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.ScalarActivationFunction.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.SeLU.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Sigmoid.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Softmax.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.SoftmaxBase.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Softplus.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Softshrink.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Softsign.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Tanh.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.activations.Threshold.class - [JAR]

com.kotlinnlp.simplednn.simplemath.ndarray.sparse

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.sparse.SparseNDArray.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.simplemath.ndarray.sparse.SparseNDArrayFactory.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.sub

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sub.SubBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sub.SubForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sub.SubLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.sub.SubLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.recurrent

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.GatedRecurrentLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.GatedRecurrentRelevanceHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.LayersWindow.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.RecurrentLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.RecurrentLayerUnit.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.RecurrentLinearParams.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.recurrent.RecurrentRelevanceHelper.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.cosinesimilarity

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.cosinesimilarity.CosineBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.cosinesimilarity.CosineForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.cosinesimilarity.CosineLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.cosinesimilarity.CosineLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.functionalities.outputevaluation

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.outputevaluation.ClassificationEvaluation.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.outputevaluation.MulticlassEvaluation.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.functionalities.outputevaluation.OutputEvaluationFunction.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.autoassociative

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.autoassociative.NewRecirculationBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.autoassociative.NewRecirculationForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.autoassociative.NewRecirculationLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.autoassociative.NewRecirculationLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.core.neuralprocessor.feedforward

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.feedforward.FeedforwardNeuralProcessor.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.neuralprocessor.feedforward.FeedforwardNeuralProcessorsPool.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.concat

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concat.ConcatBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concat.ConcatForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concat.ConcatLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.concat.ConcatLayerParameters.class - [JAR]

com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNN.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNNEncoder.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.deeplearning.birnn.deepbirnn.DeepBiRNNParameters.class - [JAR]

com.kotlinnlp.simplednn.core.layers.models.merge.biaffine

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.biaffine.BiaffineBackwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.biaffine.BiaffineForwardHelper.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.biaffine.BiaffineLayer.class - [JAR]

β”œβ”€ com.kotlinnlp.simplednn.core.layers.models.merge.biaffine.BiaffineLayerParameters.class - [JAR]

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