Hierarchy For All Packages

Package Hierarchies:

• org.openimaj.math.matrix,
• org.openimaj.ml.annotation,
• org.openimaj.ml.annotation.basic,
• org.openimaj.ml.annotation.basic.util,
• org.openimaj.ml.annotation.bayes,
• org.openimaj.ml.annotation.evaluation,
• org.openimaj.ml.annotation.linear,
• org.openimaj.ml.annotation.model,
• org.openimaj.ml.annotation.svm,
• org.openimaj.ml.annotation.utils,
• org.openimaj.ml.dataset,
• org.openimaj.ml.kernel,
• org.openimaj.ml.linear.data,
• org.openimaj.ml.linear.evaluation,
• org.openimaj.ml.linear.experiments.sinabill,
• org.openimaj.ml.linear.kernel,
• org.openimaj.ml.linear.learner,
• org.openimaj.ml.linear.learner.init,
• org.openimaj.ml.linear.learner.loss,
• org.openimaj.ml.linear.learner.matlib,
• org.openimaj.ml.linear.learner.matlib.init,
• org.openimaj.ml.linear.learner.matlib.loss,
• org.openimaj.ml.linear.learner.matlib.regul,
• org.openimaj.ml.linear.learner.perceptron,
• org.openimaj.ml.linear.learner.regul,
• org.openimaj.ml.linear.projection,
• org.openimaj.ml.pca,
• org.openimaj.ml.regression,
• org.openimaj.ml.timeseries,
• org.openimaj.ml.timeseries.aggregator,
• org.openimaj.ml.timeseries.collection,
• org.openimaj.ml.timeseries.converter,
• org.openimaj.ml.timeseries.processor,
• org.openimaj.ml.timeseries.processor.interpolation,
• org.openimaj.ml.timeseries.processor.interpolation.util,
• org.openimaj.ml.timeseries.series,
• org.openimaj.ml.training,
• org.openimaj.pgm.util,
• org.openimaj.pgm.vb.lda.mle

Class Hierarchy

• java.lang.Object
  • org.openimaj.ml.annotation.AbstractAnnotator<OBJECT,ANNOTATION> (implements org.openimaj.ml.annotation.Annotator<OBJECT,ANNOTATION>)
    • org.openimaj.ml.annotation.BatchAnnotator<OBJECT,ANNOTATION> (implements org.openimaj.ml.training.BatchTrainer<T>)
      • org.openimaj.ml.annotation.linear.DenseLinearTransformAnnotator<OBJECT,ANNOTATION>
      • org.openimaj.ml.annotation.basic.IndependentPriorRandomAnnotator<OBJECT,ANNOTATION>
      • org.openimaj.ml.annotation.linear.LiblinearAnnotator<OBJECT,ANNOTATION>
      • org.openimaj.ml.annotation.linear.LinearSVMAnnotator<OBJECT,ANNOTATION>
      • org.openimaj.ml.annotation.model.ModelAnnotator<OBJECT,ANNOTATION,FEATURE>
      • org.openimaj.ml.annotation.svm.SVMAnnotator<OBJECT,ANNOTATION>
      • org.openimaj.ml.annotation.basic.UniformRandomAnnotator<OBJECT,ANNOTATION>
    • org.openimaj.ml.annotation.IncrementalAnnotator<OBJECT,ANNOTATION> (implements org.openimaj.ml.training.IncrementalTrainer<T>)
      • org.openimaj.ml.annotation.FeatureCachingIncrementalBatchAnnotator<OBJECT,ANNOTATION,FEATURE>
      • org.openimaj.ml.annotation.InstanceCachingIncrementalBatchAnnotator<OBJECT,ANNOTATION>
      • org.openimaj.ml.annotation.basic.KNNAnnotator<OBJECT,ANNOTATION,FEATURE>
      • org.openimaj.ml.annotation.bayes.NaiveBayesAnnotator<OBJECT,ANNOTATION>
  • org.openimaj.ml.linear.learner.init.AbstractContextAwareInitStrategy<INDEPENDANT,DEPENDANT> (implements org.openimaj.ml.linear.learner.init.ContextAwareInitStrategy<INDEPENDANT,DEPENDANT>)
    • org.openimaj.ml.linear.learner.init.CurrentValueMean
      • org.openimaj.ml.linear.learner.init.CurrentUMean
      • org.openimaj.ml.linear.learner.init.CurrentWMean
    • org.openimaj.ml.linear.learner.init.FirstValueInitStrat
  • java.util.AbstractMap<K,V> (implements java.util.Map<K,V>)
    • java.util.HashMap<K,V> (implements java.lang.Cloneable, java.util.Map<K,V>, java.io.Serializable)
      • org.openimaj.ml.linear.learner.LearningParameters
        • org.openimaj.ml.linear.learner.BilinearLearnerParameters (implements org.openimaj.io.WriteableASCII)
    • org.openimaj.data.dataset.MapBackedDataset<KEY,DATASET,INSTANCE> (implements org.openimaj.data.dataset.GroupedDataset<KEY,DATASET,INSTANCE>)
      • org.openimaj.ml.dataset.WineDataset
  • org.openimaj.ml.annotation.utils.AnnotatedListHelper<OBJECT,ANNOTATION>
  • org.openimaj.ml.annotation.AnnotatedObject<OBJECT,ANNOTATION> (implements org.openimaj.ml.annotation.Annotated<OBJECT,ANNOTATION>)
  • org.openimaj.ml.annotation.evaluation.AnnotationEvaluator<OBJECT,ANNOTATION>
  • org.openimaj.ml.linear.experiments.sinabill.ArrayIndexComparator (implements java.util.Comparator<T>)
  • org.openimaj.ml.linear.data.BiconvexDataGenerator (implements org.openimaj.ml.linear.data.MatrixDataGenerator<T>)
  • org.openimaj.ml.linear.data.BiconvexIncrementalDataGenerator
  • org.openimaj.ml.linear.evaluation.BilinearEvaluator
    • org.openimaj.ml.linear.evaluation.MeanSumLossEvaluator
    • org.openimaj.ml.linear.evaluation.RootMeanSumLossEvaluator
    • org.openimaj.ml.linear.evaluation.SumLossEvaluator
  • org.openimaj.ml.linear.experiments.sinabill.BilinearExperiment
    • org.openimaj.ml.linear.experiments.sinabill.AustrianWordExperiments
    • org.openimaj.ml.linear.experiments.sinabill.BillAustrianDampeningExperiments
    • org.openimaj.ml.linear.experiments.sinabill.BillAustrianExperiments
    • org.openimaj.ml.linear.experiments.sinabill.BillAustrianExperimentsNormalised
    • org.openimaj.ml.linear.experiments.sinabill.BillWordInvestigation
    • org.openimaj.ml.linear.experiments.sinabill.RegretExperiment
    • org.openimaj.ml.linear.experiments.sinabill.StreamAustrianDampeningExperiments
  • org.openimaj.ml.linear.experiments.sinabill.BilinearLearnerParametersLineSearch (implements java.lang.Iterable<T>)
  • org.openimaj.ml.linear.learner.BilinearSparseOnlineLearner (implements org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>, org.openimaj.io.ReadWriteableBinary)
    • org.openimaj.ml.linear.learner.BilinearSparseFISTALearner
    • org.openimaj.ml.linear.learner.BilinearUnmixedSparseOnlineLearner
  • org.openimaj.ml.linear.data.BillMatlabFileDataGenerator (implements org.openimaj.ml.linear.data.MatrixDataGenerator<T>)
  • org.openimaj.ml.linear.data.BillMatlabFileDataGenerator.Fold
  • org.openimaj.pgm.util.Corpus
  • org.openimaj.ml.timeseries.converter.DoubleProviderTimeSeriesConverter<INPUTALL,INPUTSINGLE,INPUTTS> (implements org.openimaj.ml.timeseries.converter.TimeSeriesConverter<INPUTALL,INPUTSINGLE,INPUTTS,OUTPUTALL,OUTPUTSINGLE,OUTPUTTS>)
  • org.openimaj.ml.annotation.basic.util.FixedChooser (implements org.openimaj.ml.annotation.basic.util.NumAnnotationsChooser)
  • org.openimaj.ml.linear.data.FixedDataGenerator<X,Y> (implements org.openimaj.ml.linear.data.DataGenerator<I,D>)
  • org.openimaj.ml.timeseries.processor.GaussianTimeSeriesProcessor (implements org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>)
  • org.openimaj.ml.linear.learner.init.HardCodedInitStrat (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.kernel.HomogeneousKernelMap
  • org.openimaj.ml.kernel.HomogeneousKernelMap.ExtractorWrapper<T> (implements org.openimaj.feature.FeatureExtractor<FEATURE,OBJECT>)
  • org.openimaj.ml.linear.learner.IncrementalBilinearSparseOnlineLearner (implements org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>)
  • org.openimaj.ml.timeseries.processor.IntervalSummationProcessor<ALLDATA,DATA,TS> (implements org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>)
  • org.openimaj.ml.linear.learner.perceptron.KernelPerceptron<INDEPENDANT,DEPENDANT> (implements org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>)
    • org.openimaj.ml.linear.learner.perceptron.DoubleArrayKernelPerceptron
      • org.openimaj.ml.linear.learner.perceptron.MeanCenteredKernelPerceptron
        • org.openimaj.ml.linear.learner.perceptron.MarginMeanCenteredPerceptron
      • org.openimaj.ml.linear.learner.perceptron.PlusOneDoubleArrayKernelPerceptron
      • org.openimaj.ml.linear.learner.perceptron.Projectron
        • org.openimaj.ml.linear.learner.perceptron.MeanCenteredProjectron
      • org.openimaj.ml.linear.learner.perceptron.ThresholdDoubleArrayKernelPerceptron
  • org.openimaj.ml.linear.learner.matlib.regul.L1L2Regulariser (implements org.openimaj.ml.linear.learner.matlib.regul.Regulariser)
  • org.openimaj.ml.linear.learner.regul.L1L2Regulariser (implements org.openimaj.ml.linear.learner.regul.Regulariser)
  • org.openimaj.ml.linear.learner.matlib.regul.L1Regulariser (implements org.openimaj.ml.linear.learner.matlib.regul.Regulariser)
  • org.openimaj.ml.linear.learner.regul.L1Regulariser (implements org.openimaj.ml.linear.learner.regul.Regulariser)
  • org.openimaj.ml.linear.experiments.sinabill.LambdaSearchAustrian
  • org.openimaj.ml.linear.projection.LargeMarginDimensionalityReduction
  • org.openimaj.pgm.vb.lda.mle.LDABetaInitStrategy.RandomBetaInit (implements org.openimaj.pgm.vb.lda.mle.LDABetaInitStrategy)
  • org.openimaj.pgm.vb.lda.mle.LDALearner
  • org.openimaj.pgm.vb.lda.mle.LDAModel
  • org.openimaj.pgm.vb.lda.mle.LDAVariationlState
  • org.openimaj.ml.linear.learner.LearningParameters.Placeholder
  • org.openimaj.ml.annotation.utils.LiblinearHelper
  • org.openimaj.ml.linear.data.LinearPerceptronDataGenerator (implements org.openimaj.ml.linear.data.DataGenerator<I,D>)
  • org.openimaj.ml.regression.LinearRegression (implements org.openimaj.math.model.EstimatableModel<I,D>)
  • org.openimaj.ml.timeseries.processor.LinearRegressionProcessor (implements org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>)
  • org.openimaj.ml.linear.kernel.LinearVectorKernel (implements org.openimaj.ml.linear.kernel.VectorKernel)
  • org.openimaj.ml.linear.learner.loss.LossFunction
    • org.openimaj.ml.linear.learner.loss.MatLossFunction
    • org.openimaj.ml.linear.learner.loss.MatSquareLossFunction
    • org.openimaj.ml.linear.learner.loss.SquareLossFunction
    • org.openimaj.ml.linear.learner.loss.SquareMissingLossFunction
  • org.openimaj.ml.linear.learner.matlib.loss.LossFunction
    • org.openimaj.ml.linear.learner.matlib.loss.MatLossFunction
    • org.openimaj.ml.linear.learner.matlib.loss.MatSquareLossFunction
  • org.openimaj.ml.linear.data.MatlabFileDataGenerator (implements org.openimaj.ml.linear.data.MatrixDataGenerator<T>)
  • org.openimaj.ml.linear.learner.init.MatlabFileInitStrat (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.linear.learner.matlib.MatlibBilinearSparseOnlineLearner (implements org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>, org.openimaj.io.ReadWriteableBinary)
  • org.openimaj.ml.timeseries.aggregator.MeanSquaredDifferenceAggregator (implements org.openimaj.ml.timeseries.aggregator.SynchronisedTimeSeriesCollectionAggregator<TIMESERIES,STSCOLLECTION,OUTPUT>)
  • org.openimaj.ml.timeseries.processor.MovingAverageProcessor (implements org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>)
  • org.openimaj.ml.linear.learner.perceptron.OISVM (implements org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>)
  • org.openimaj.math.matrix.algorithm.pca.PrincipalComponentAnalysis
    • org.openimaj.ml.pca.FeatureVectorPCA
  • org.openimaj.ml.annotation.basic.util.PriorChooser (implements org.openimaj.ml.annotation.basic.util.NumAnnotationsChooser)
  • org.openimaj.ml.annotation.basic.util.RandomChooser (implements org.openimaj.ml.annotation.basic.util.NumAnnotationsChooser)
  • org.openimaj.ml.linear.learner.init.RandomInitStrategy (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.annotation.ScoredAnnotation<ANNOTATION> (implements java.lang.Comparable<T>)
  • org.openimaj.pgm.util.SimpleCorpusReader (implements org.openimaj.pgm.util.CorpusReader)
  • org.openimaj.ml.linear.learner.perceptron.SimplePerceptron (implements org.openimaj.math.model.EstimatableModel<I,D>, org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>)
  • org.openimaj.ml.linear.learner.init.SingleValueInitStrat (implements org.openimaj.ml.linear.learner.init.InitStrategy)
    • org.openimaj.ml.linear.learner.init.OnesInitStrategy
      • org.openimaj.ml.linear.learner.init.OnesZeroRowInitStrategy
    • org.openimaj.ml.linear.learner.init.SparseZerosInitStrategy
  • org.openimaj.ml.linear.learner.matlib.init.SingleValueInitStrat (implements org.openimaj.ml.linear.learner.matlib.init.InitStrategy)
    • org.openimaj.ml.linear.learner.matlib.init.SparseZerosInitStrategy
  • org.openimaj.feature.SparseIntFV (implements org.openimaj.util.concatenate.Concatenatable<IN,OUT>, org.openimaj.feature.FeatureVector)
    • org.openimaj.pgm.util.Document
  • org.openimaj.ml.linear.learner.init.SparseOnesInitStrategy (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.linear.learner.init.SparseRandomInitStrategy (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.linear.learner.init.SparseRowOnesInitStrategy (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.linear.learner.init.SparseRowRandomInitStrategy (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.linear.learner.init.SparseSingleValueInitStrat (implements org.openimaj.ml.linear.learner.init.InitStrategy)
  • org.openimaj.ml.linear.learner.matlib.init.SparseSingleValueInitStrat (implements org.openimaj.ml.linear.learner.matlib.init.InitStrategy)
  • org.openimaj.ml.timeseries.aggregator.SquaredSummedDifferenceAggregator (implements org.openimaj.ml.timeseries.aggregator.SynchronisedTimeSeriesCollectionAggregator<TIMESERIES,STSCOLLECTION,OUTPUT>)
  • org.openimaj.math.matrix.ThreadedMatrixMulti
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • org.openimaj.ml.timeseries.IncompatibleTimeSeriesException
      • org.openimaj.ml.timeseries.TimeSeriesSetException
  • org.openimaj.ml.timeseries.TimeSeries<DATA,SINGLE_TYPE,RETURNTYPE> (implements java.lang.Iterable<T>)
    • org.openimaj.ml.timeseries.series.ConcreteTimeSeries<DATA,TS> (implements org.openimaj.ml.timeseries.collection.TimeSeriesCollectionAssignable<DATA,TS>)
    • org.openimaj.ml.timeseries.series.DoubleTimeSeries (implements org.openimaj.ml.timeseries.series.DoubleTimeSeriesProvider, org.openimaj.io.ReadWriteableASCII, org.openimaj.ml.timeseries.TimeSeriesArithmaticOperator<DATA,TS>, org.openimaj.ml.timeseries.collection.TimeSeriesCollectionAssignable<DATA,TS>)
    • org.openimaj.ml.timeseries.collection.TimeSeriesCollection<ALLINPUT,SINGLEINPUT,TIMESERIES,INTERNALSERIES>
      • org.openimaj.ml.timeseries.series.DoubleTimeSeriesCollection (implements org.openimaj.io.ReadWriteableASCII)
      • org.openimaj.ml.timeseries.collection.SynchronisedTimeSeriesCollection<ALLINPUT,SINGLEINPUT,TIMESERIES,INTERNALSERIES>
        • org.openimaj.ml.timeseries.series.DoubleSynchronisedTimeSeriesCollection
  • org.openimaj.ml.timeseries.processor.interpolation.TimeSeriesInterpolation (implements org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>)
    • org.openimaj.ml.timeseries.processor.interpolation.LinearInterpolationProcessor
  • org.openimaj.ml.timeseries.processor.interpolation.util.TimeSpanUtils
  • org.openimaj.ml.timeseries.aggregator.WindowedLinearRegressionAggregator (implements org.openimaj.ml.timeseries.aggregator.SynchronisedTimeSeriesCollectionAggregator<TIMESERIES,STSCOLLECTION,OUTPUT>)
  • org.openimaj.ml.timeseries.processor.WindowedLinearRegressionProcessor (implements org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>)

Interface Hierarchy

• org.openimaj.ml.annotation.Annotated<OBJECT,ANNOTATION>
• org.openimaj.ml.training.BatchTrainer<T>
• org.openimaj.experiment.evaluation.classification.Classifier<CLASS,OBJECT>
  • org.openimaj.ml.annotation.Annotator<OBJECT,ANNOTATION>
• org.openimaj.pgm.util.CorpusReader
• org.openimaj.ml.linear.data.DataGenerator<I,D>
  • org.openimaj.ml.linear.data.MatrixDataGenerator<T>
• org.openimaj.ml.timeseries.series.DoubleTimeSeriesProvider
• org.openimaj.util.function.Function<IN,OUT>
  • org.openimaj.ml.linear.kernel.Kernel<T>
    • org.openimaj.ml.linear.kernel.VectorKernel
  • org.openimaj.ml.linear.kernel.VectorKernel
• org.openimaj.ml.training.IncrementalTrainer<T>
• org.openimaj.ml.linear.learner.init.InitStrategy
  • org.openimaj.ml.linear.learner.init.ContextAwareInitStrategy<INDEPENDANT,DEPENDANT>
• org.openimaj.ml.linear.learner.matlib.init.InitStrategy
• org.openimaj.pgm.vb.lda.mle.LDABetaInitStrategy
• org.openimaj.ml.annotation.basic.util.NumAnnotationsChooser
• org.openimaj.ml.linear.learner.OnlineLearner<INDEPENDANT,DEPENDANT>
• org.openimaj.ml.linear.learner.matlib.regul.Regulariser
• org.openimaj.ml.linear.learner.regul.Regulariser
• org.openimaj.ml.annotation.RestrictedAnnotator<OBJECT,ANNOTATION>
• org.openimaj.ml.timeseries.TimeSeriesArithmaticOperator<DATA,TS>
• org.openimaj.ml.timeseries.aggregator.TimeSeriesCollectionAggregator<TIMESERIES,TSCOLLECTION,OUTPUT>
  • org.openimaj.ml.timeseries.aggregator.SynchronisedTimeSeriesCollectionAggregator<TIMESERIES,STSCOLLECTION,OUTPUT>
• org.openimaj.ml.timeseries.collection.TimeSeriesCollectionAssignable<DATA,TS>
• org.openimaj.ml.timeseries.converter.TimeSeriesConverter<INPUTALL,INPUTSINGLE,INPUTTS,OUTPUTALL,OUTPUTSINGLE,OUTPUTTS>
• org.openimaj.ml.timeseries.processor.TimeSeriesProcessor<ALLDATA,SINGLEDATA,TIMESERIES>

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.openimaj.ml.linear.learner.perceptron.PerceptronClass
    • org.openimaj.ml.linear.data.BillMatlabFileDataGenerator.Mode
    • org.openimaj.ml.annotation.linear.LiblinearAnnotator.Mode
    • org.openimaj.ml.annotation.bayes.NaiveBayesAnnotator.Mode
    • org.openimaj.ml.kernel.HomogeneousKernelMap.KernelType
    • org.openimaj.ml.kernel.HomogeneousKernelMap.WindowType