Hierarchy For All Packages

Package Hierarchies:

• de.jungblut.classification,
• de.jungblut.classification.bayes,
• de.jungblut.classification.eval,
• de.jungblut.classification.knn,
• de.jungblut.classification.meta,
• de.jungblut.classification.nn,
• de.jungblut.classification.regression,
• de.jungblut.classification.tree,
• de.jungblut.clustering,
• de.jungblut.crawl,
• de.jungblut.crawl.extraction,
• de.jungblut.datastructure,
• de.jungblut.distance,
• de.jungblut.math,
• de.jungblut.math.activation,
• de.jungblut.math.loss,
• de.jungblut.math.minimize,
• de.jungblut.ner,
• de.jungblut.nlp,
• de.jungblut.nlp.model,
• de.jungblut.online.ml,
• de.jungblut.partition,
• de.jungblut.reader,
• de.jungblut.sketching,
• de.jungblut.utils,
• de.jungblut.writable

Class Hierarchy

• java.lang.Object
  • de.jungblut.math.activation.AbstractActivationFunction (implements de.jungblut.math.activation.ActivationFunction)
    • de.jungblut.math.activation.ElliotActivationFunction
    • de.jungblut.math.activation.LinearActivationFunction
    • de.jungblut.math.activation.LogActivationFunction
    • de.jungblut.math.activation.ReluActivationFunction
    • de.jungblut.math.activation.SigmoidActivationFunction
    • de.jungblut.math.activation.SoftMaxActivationFunction
    • de.jungblut.math.activation.SoftplusReluActivationFunction
    • de.jungblut.math.activation.StepActivationFunction
    • de.jungblut.math.activation.TanhActivationFunction
  • java.util.AbstractCollection<E> (implements java.util.Collection<E>)
    • java.util.AbstractList<E> (implements java.util.List<E>)
      • de.jungblut.datastructure.DiskList<E> (implements java.lang.AutoCloseable, java.io.Closeable, java.lang.Iterable<T>)
      • de.jungblut.datastructure.SingleLinkedList<T>
  • de.jungblut.math.minimize.AbstractMiniBatchCostFunction (implements de.jungblut.math.minimize.CostFunction)
    • de.jungblut.classification.nn.MultilayerPerceptronCostFunction
    • de.jungblut.classification.nn.RBMCostFunction
  • de.jungblut.math.minimize.AbstractMinimizer (implements de.jungblut.math.minimize.Minimizer)
    • de.jungblut.math.minimize.Fmincg
    • de.jungblut.math.minimize.GradientDescent
    • de.jungblut.math.minimize.OWLQN
    • de.jungblut.math.minimize.ParticleSwarmOptimization
  • de.jungblut.classification.AbstractPredictor (implements de.jungblut.classification.Predictor)
    • de.jungblut.classification.AbstractClassifier (implements de.jungblut.classification.Classifier)
      • de.jungblut.classification.knn.AbstractKNearestNeighbours
        • de.jungblut.classification.knn.KNearestNeighbours
        • de.jungblut.classification.knn.SparseKNearestNeighbours
      • de.jungblut.classification.tree.DecisionTree
      • de.jungblut.nlp.HMM (implements org.apache.hadoop.io.Writable)
      • de.jungblut.classification.regression.LogisticRegression
      • de.jungblut.ner.MaxEntMarkovModel
      • de.jungblut.classification.nn.MultilayerPerceptron
      • de.jungblut.classification.bayes.MultinomialNaiveBayes
      • de.jungblut.classification.tree.RandomForest
      • de.jungblut.classification.meta.Voter<A>
  • de.jungblut.classification.tree.AbstractTreeNode (implements org.apache.hadoop.io.Writable)
    • de.jungblut.classification.tree.LeafNode
    • de.jungblut.classification.tree.NominalNode
    • de.jungblut.classification.tree.NumericalNode
  • de.jungblut.clustering.AgglomerativeClustering
  • de.jungblut.clustering.AgglomerativeClustering.ClusterNode
  • de.jungblut.datastructure.ArrayIterator<E> (implements java.util.Iterator<E>)
  • de.jungblut.datastructure.ArrayJoiner
  • de.jungblut.datastructure.ArrayUtils
  • de.jungblut.crawl.extraction.ArticleContentExtrator (implements de.jungblut.crawl.extraction.Extractor<T>)
  • de.jungblut.ner.BasicFeatureExtractor (implements de.jungblut.ner.SequenceFeatureExtractor<K>)
  • de.jungblut.nlp.BigramTokenizer (implements de.jungblut.nlp.Tokenizer)
  • de.jungblut.writable.BitSetWritable (implements org.apache.hadoop.io.Writable)
  • de.jungblut.partition.BlockPartitioner (implements de.jungblut.partition.Partitioner)
  • de.jungblut.partition.Boundaries
  • de.jungblut.partition.Boundaries.Range (implements org.apache.hadoop.io.WritableComparable<T>)
  • de.jungblut.clustering.CanopyClustering
  • de.jungblut.clustering.Cluster
  • java.awt.color.ColorSpace (implements java.io.Serializable)
    • de.jungblut.reader.LUVColorSpace
  • de.jungblut.ner.ConditionalLikelihoodCostFunction (implements de.jungblut.math.minimize.CostFunction)
  • de.jungblut.distance.CosineDistance (implements de.jungblut.distance.DistanceMeasurer)
  • de.jungblut.math.minimize.CostGradientTuple
  • de.jungblut.sketching.CountMinSketch<T>
  • de.jungblut.math.loss.CrossEntropyLoss (implements de.jungblut.math.loss.LossFunction)
  • de.jungblut.reader.CsvDatasetReader
  • de.jungblut.reader.Dataset
  • de.jungblut.clustering.DBSCAN
  • de.jungblut.clustering.DBSCANClustering
  • de.jungblut.math.minimize.DenseMatrixFolder
  • de.jungblut.datastructure.DistanceResult<TYPE>
  • de.jungblut.nlp.DocumentSimilarity
  • de.jungblut.distance.EuclidianDistance (implements de.jungblut.distance.DistanceMeasurer)
  • de.jungblut.classification.eval.EvaluationListener<A> (implements de.jungblut.math.minimize.IterationCompletionListener)
  • de.jungblut.classification.eval.EvaluationSplit
  • de.jungblut.classification.eval.Evaluator
  • de.jungblut.classification.eval.Evaluator.EvaluationResult
  • de.jungblut.online.ml.FeatureOutcomePair
  • de.jungblut.crawl.FetchResult
    • de.jungblut.crawl.extraction.ArticleContentExtrator.ContentFetchResult
    • de.jungblut.crawl.extraction.HtmlExtrator.HtmlFetchResult
  • de.jungblut.crawl.FetchResultPersister<T> (implements java.lang.Runnable)
  • de.jungblut.crawl.FetchThread<T> (implements java.util.concurrent.Callable<V>)
  • de.jungblut.math.minimize.GradientDescent.GradientDescentBuilder
  • de.jungblut.distance.HaversineDistance (implements de.jungblut.distance.DistanceMeasurer)
  • de.jungblut.math.loss.HingeLoss (implements de.jungblut.math.loss.LossFunction)
  • de.jungblut.crawl.extraction.HtmlExtrator (implements de.jungblut.crawl.extraction.Extractor<T>)
  • de.jungblut.datastructure.HuffmanTree<VALUE>
  • de.jungblut.reader.ImageReader
  • de.jungblut.datastructure.InputProvider<T>
    • de.jungblut.datastructure.CollectionInputProvider<T>
    • de.jungblut.datastructure.TextLineInputProvider
  • java.io.InputStream (implements java.io.Closeable)
    • de.jungblut.datastructure.ByteBufferInputStream
  • de.jungblut.utils.IntegerFunnel (implements com.google.common.hash.Funnel<T>)
  • de.jungblut.datastructure.InvertedIndex<DOCUMENT_TYPE,KEY_TYPE>
  • de.jungblut.reader.IrisReader
  • de.jungblut.datastructure.Iterables
  • de.jungblut.ner.IterativeSimilarityAggregation
  • de.jungblut.distance.JaccardDistance (implements de.jungblut.distance.DistanceMeasurer)
  • de.jungblut.clustering.KMeansClustering
  • de.jungblut.datastructure.ListUtils
  • de.jungblut.classification.regression.LogisticRegressionCostFunction (implements de.jungblut.math.minimize.CostFunction)
  • de.jungblut.math.loss.LogLoss (implements de.jungblut.math.loss.LossFunction)
  • de.jungblut.utils.LongFunnel (implements com.google.common.hash.Funnel<T>)
  • de.jungblut.datastructure.LRUCache<K,V>
  • de.jungblut.distance.ManhattanDistance (implements de.jungblut.distance.DistanceMeasurer)
  • de.jungblut.nlp.MarkovChain
  • de.jungblut.math.MathUtils
  • de.jungblut.math.MathUtils.PredictionOutcomePair (implements java.lang.Comparable<T>)
  • de.jungblut.writable.MatrixWritable (implements org.apache.hadoop.io.Writable)
  • de.jungblut.math.loss.MeanAbsoluteLoss (implements de.jungblut.math.loss.LossFunction)
  • de.jungblut.clustering.MeanShiftClustering
  • de.jungblut.datastructure.Merger<M>
  • de.jungblut.nlp.MinHash
  • de.jungblut.classification.nn.MLPWeightMapper (implements de.jungblut.classification.eval.WeightMapper<A>)
  • de.jungblut.reader.MNISTReader
  • de.jungblut.classification.nn.MultilayerPerceptron.MultilayerPerceptronBuilder
  • de.jungblut.classification.nn.MultilayerPerceptronCostFunction.NetworkConfiguration
  • de.jungblut.crawl.MultithreadedCrawler<T> (implements de.jungblut.crawl.Crawler<T>)
  • de.jungblut.reader.MushroomReader
  • de.jungblut.math.minimize.NegatedCostFunction (implements de.jungblut.math.minimize.CostFunction)
  • de.jungblut.clustering.OnePassExclusiveClustering
  • de.jungblut.crawl.extraction.OutlinkExtractor (implements de.jungblut.crawl.extraction.Extractor<T>)
  • java.io.OutputStream (implements java.io.Closeable, java.io.Flushable)
    • java.io.FilterOutputStream
      • de.jungblut.datastructure.AsyncBufferedOutputStream
  • de.jungblut.nlp.model.Pair<S,T>
  • de.jungblut.datastructure.Permutations<T>
  • de.jungblut.classification.nn.RBM
  • de.jungblut.classification.nn.RBM.RBMBuilder
  • de.jungblut.nlp.model.ReferencedContext<REF_TYPE,CONTEXT_TYPE>
  • de.jungblut.crawl.ResultWriterAdapter<T> (implements de.jungblut.crawl.ResultWriter<T>)
    • de.jungblut.crawl.ConsoleResultWriter<T>
  • de.jungblut.crawl.SequenceFileResultWriter<T> (implements de.jungblut.crawl.ResultWriter<T>)
  • de.jungblut.crawl.SequentialCrawler<T> (implements de.jungblut.crawl.Crawler<T>)
  • de.jungblut.distance.SimilarityMeasurer
  • de.jungblut.datastructure.SortedFile<M> (implements java.io.Closeable, org.apache.hadoop.util.IndexedSortable)
  • de.jungblut.ner.SparseFeatureExtractorHelper<K>
  • de.jungblut.nlp.SparseVectorDocumentMapper (implements de.jungblut.datastructure.InvertedIndex.DocumentMapper<DOCUMENT_TYPE,KEY_TYPE>)
  • de.jungblut.classification.tree.Split
  • de.jungblut.math.loss.SquaredLoss (implements de.jungblut.math.loss.LossFunction)
  • de.jungblut.datastructure.StackMap<K,V>
  • de.jungblut.datastructure.StackMap.StackMapEntry<KEY,VALUE> (implements java.util.Map.Entry<K,V>)
  • de.jungblut.nlp.StandardTokenizer (implements de.jungblut.nlp.Tokenizer)
  • de.jungblut.utils.Statistics (implements org.apache.hadoop.io.Writable)
  • de.jungblut.math.loss.StepLoss (implements de.jungblut.math.loss.LossFunction)
  • de.jungblut.datastructure.StringPool
  • de.jungblut.classification.eval.TestSetIterationCallback<T> (implements de.jungblut.math.minimize.IterationCompletionListener)
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • java.lang.RuntimeException
        • de.jungblut.datastructure.DiskList.IORuntimeException
  • de.jungblut.nlp.TokenizerUtils
  • de.jungblut.classification.meta.TrainingSplit
  • de.jungblut.classification.tree.TreeCompiler (implements org.objectweb.asm.Opcodes)
  • de.jungblut.reader.TwentyNewsgroupReader
  • de.jungblut.ner.UnrollableDoubleVector (implements de.jungblut.math.DoubleVector)
  • de.jungblut.classification.UntrainableClassifier (implements de.jungblut.classification.Classifier)
  • de.jungblut.distance.VectorDocumentDistanceMeasurer<T> (implements de.jungblut.datastructure.InvertedIndex.DocumentDistanceMeasurer<DOCUMENT_TYPE,KEY_TYPE>)
  • de.jungblut.utils.VectorFunnel (implements com.google.common.hash.Funnel<T>)
  • de.jungblut.nlp.VectorizerUtils
  • de.jungblut.writable.VectorWritable (implements org.apache.hadoop.io.WritableComparable<T>)
  • de.jungblut.math.ViterbiUtils
  • de.jungblut.classification.nn.WeightMatrix
  • de.jungblut.distance.ZeroDistance (implements de.jungblut.distance.DistanceMeasurer)

Interface Hierarchy

• de.jungblut.math.activation.ActivationFunction
• java.lang.AutoCloseable
  • de.jungblut.crawl.ResultWriter<T>
• de.jungblut.classification.ClassifierFactory<A>
• de.jungblut.math.minimize.CostFunction
• de.jungblut.crawl.Crawler<T>
• de.jungblut.distance.DistanceMeasurer
• de.jungblut.crawl.extraction.Extractor<T>
• de.jungblut.datastructure.InvertedIndex.DocumentDistanceMeasurer<DOCUMENT_TYPE,KEY_TYPE>
• de.jungblut.datastructure.InvertedIndex.DocumentMapper<DOCUMENT_TYPE,KEY_TYPE>
• de.jungblut.math.minimize.IterationCompletionListener
• de.jungblut.math.loss.LossFunction
• de.jungblut.math.minimize.Minimizer
• de.jungblut.partition.Partitioner
• de.jungblut.classification.Predictor
  • de.jungblut.classification.Classifier
• de.jungblut.ner.SequenceFeatureExtractor<K>
• de.jungblut.nlp.Tokenizer
• de.jungblut.classification.eval.WeightMapper<A>

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • de.jungblut.math.activation.ActivationFunctionSelector
    • de.jungblut.classification.tree.FeatureType
    • de.jungblut.nlp.MinHash.HashType
    • de.jungblut.classification.nn.TrainingType
    • de.jungblut.classification.meta.Voter.CombiningType
    • de.jungblut.classification.meta.Voter.SelectionType