Hierarchie für alle Packages

Packagehierarchien:

• de.edux.api,
• de.edux.augmentation.core,
• de.edux.augmentation.effects,
• de.edux.augmentation.effects.geomentry,
• de.edux.augmentation.io,
• de.edux.core.math,
• de.edux.core.math.matrix.cuda,
• de.edux.core.math.matrix.cuda.exceptions,
• de.edux.core.math.matrix.cuda.operations,
• de.edux.core.math.matrix.parallel,
• de.edux.core.math.matrix.parallel.operations,
• de.edux.data.provider,
• de.edux.data.reader,
• de.edux.functions.activation,
• de.edux.functions.imputation,
• de.edux.functions.initialization,
• de.edux.functions.loss,
• de.edux.ml.decisiontree,
• de.edux.ml.knn,
• de.edux.ml.nn.config,
• de.edux.ml.nn.network,
• de.edux.ml.nn.network.api,
• de.edux.ml.randomforest,
• de.edux.ml.svm,
• de.edux.util,
• de.edux.util.math

Klassenhierarchie

• java.lang.Object
  • de.edux.augmentation.core.AbstractAugmentation
    • de.edux.augmentation.effects.BlurAugmentation
    • de.edux.augmentation.effects.BrightnessAugmentation
    • de.edux.augmentation.effects.ColorEqualizationAugmentation
    • de.edux.augmentation.effects.ContrastAugmentation
    • de.edux.augmentation.effects.CroppingAugmentation
    • de.edux.augmentation.effects.ElasticTransformationAugmentation
    • de.edux.augmentation.effects.FlippingAugmentation
    • de.edux.augmentation.effects.MonochromeAugmentation
    • de.edux.augmentation.effects.NoiseInjectionAugmentation
    • de.edux.augmentation.effects.PerspectiveTransformationsAugmentation
    • de.edux.augmentation.effects.RandomDeleteAugmentation
    • de.edux.augmentation.effects.ResizeAugmentation
  • de.edux.augmentation.core.AugmentationBuilder
  • de.edux.augmentation.io.AugmentationImageReader (implements de.edux.augmentation.io.IAugmentationImageReader)
  • de.edux.functions.imputation.AverageImputation (implements de.edux.functions.imputation.IImputationStrategy)
  • de.edux.augmentation.core.CompositeAugmentationSequence (implements de.edux.augmentation.core.AugmentationSequence)
  • de.edux.data.reader.CSVIDataReader (implements de.edux.data.reader.IDataReader)
  • de.edux.core.math.matrix.cuda.CudaMatrixArithmetic (implements de.edux.core.math.IMatrixArithmetic)
  • de.edux.core.math.matrix.cuda.operations.CudaMatrixProduct (implements de.edux.core.math.matrix.cuda.CUDAKernelUser, de.edux.core.math.IMatrixProduct)
  • de.edux.core.math.matrix.cuda.operations.CudaMatrixVectorProduct (implements de.edux.core.math.matrix.cuda.CUDAKernelUser, de.edux.core.math.IMatrixVectorProduct)
  • de.edux.data.provider.DataNormalizer (implements de.edux.data.provider.Normalizer)
  • de.edux.data.provider.DataProcessor (implements de.edux.data.provider.Dataloader, de.edux.data.provider.DataPostProcessor, de.edux.data.provider.Dataset)
  • de.edux.ml.decisiontree.DecisionTree (implements de.edux.api.Classifier)
  • de.edux.augmentation.io.ImageConsumer (implements java.lang.Runnable)
  • de.edux.augmentation.io.ImageProcessingManager
  • de.edux.augmentation.io.ImageProducer (implements java.lang.Runnable)
  • de.edux.ml.knn.KnnClassifier (implements de.edux.api.Classifier)
  • de.edux.util.LabelDimensionConverter
  • de.edux.util.math.MathMatrix (implements de.edux.util.math.ConcurrentMatrixMultiplication)
  • de.edux.core.math.matrix.parallel.MatrixArithmetic (implements de.edux.core.math.IMatrixArithmetic)
  • de.edux.core.math.matrix.parallel.operations.MatrixProduct (implements de.edux.core.math.IMatrixProduct)
  • de.edux.core.math.matrix.parallel.operations.MatrixVectorProduct (implements de.edux.core.math.IMatrixVectorProduct)
  • de.edux.functions.imputation.ModeImputation (implements de.edux.functions.imputation.IImputationStrategy)
  • de.edux.ml.nn.network.MultilayerPerceptron (implements de.edux.api.Classifier)
  • de.edux.ml.randomforest.RandomForest (implements de.edux.api.Classifier)
  • de.edux.ml.svm.SupportVectorMachine (implements de.edux.api.Classifier)
  • de.edux.ml.svm.SVMModel
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • de.edux.core.math.matrix.cuda.exceptions.CudaNotAvailableException
      • de.edux.util.math.IncompatibleDimensionsException

Schnittstellenhierarchie

• de.edux.augmentation.core.AugmentationSequence
• de.edux.api.Classifier
• de.edux.util.math.ConcurrentMatrixMultiplication
• de.edux.core.math.matrix.cuda.CUDAKernelUser
• de.edux.data.provider.Dataloader
• de.edux.data.provider.DataPostProcessor
• de.edux.data.provider.Dataset
• de.edux.augmentation.io.IAugmentationImageReader
• de.edux.data.reader.IDataReader
• de.edux.ml.decisiontree.IDecisionTree
• de.edux.functions.imputation.IImputationStrategy
• de.edux.core.math.IMatrixProduct
  • de.edux.core.math.IMatrixArithmetic (auch extends de.edux.core.math.IMatrixVectorProduct)
• de.edux.core.math.IMatrixVectorProduct
  • de.edux.core.math.IMatrixArithmetic (auch extends de.edux.core.math.IMatrixProduct)
• de.edux.ml.nn.network.api.INeuron
• de.edux.ml.nn.network.api.IPerceptron
• de.edux.ml.svm.ISupportVectorMachine
• de.edux.util.math.MatrixOperations
• de.edux.data.provider.Normalizer

Enum-Klassenhierarchie

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.lang.constant.Constable, java.io.Serializable)
    • de.edux.functions.activation.ActivationFunction
    • de.edux.functions.imputation.ImputationStrategy
    • de.edux.functions.initialization.Initialization
    • de.edux.functions.loss.LossFunction
    • de.edux.augmentation.effects.geomentry.Perspective
    • de.edux.augmentation.effects.ResizeQuality
    • de.edux.ml.svm.SVMKernel

Datensatz-Klassenhierarchie

• java.lang.Object
  • java.lang.Record
    • de.edux.ml.nn.network.api.Dataset<T>
    • de.edux.augmentation.io.ImageWithName
    • de.edux.ml.nn.config.NetworkConfiguration
    • de.edux.ml.randomforest.Sample