1. au
   1. au.id
      1. au.id.cxd
         1. au.id.cxd.math
            1. au.id.cxd.math.collection
               1. (object)(class)Node
               2. (object)(class)Trie
            2. au.id.cxd.math.count
               1. (object)(class)Choose
               2. (object)(class)CrossTabulate
               3. (object)(class)Factorial
               4. (object)(class)Permutation
            3. au.id.cxd.math.data
               1. (class)Batch
               2. (object)(class)CsvReader
               3. (class)CsvWriter
               4. (object)(class)DataSet
               5. (trait)DataSetReader
               6. (object)(class)DummyVariableBuilder
               7. (trait)GroupPartition
               8. (object)(trait)MatrixReader
               9. (object)
                  Partition
               10. (trait)PredictorTargetData
               11. (object)(class)PreProcessor
               12. (trait)Readable
               13. (object)(class)SequenceEstimation
               14. (object)(class)SequenceReader
               15. (object)(class)TextReader
               16. (trait)Writable
               1. au.id.cxd.math.data.archive
                  1. (object)
                     ZipArchiveInput
                  2. (object)
                     ZipArchiveOutput
               2. au.id.cxd.math.data.filter
                  1. (object)(class)Which
            4. au.id.cxd.math.definitions
               1. (trait)Monad
            5. au.id.cxd.math.function
               1. (object)
                  Constants
               1. au.id.cxd.math.function.approximate
                  1. (object)(class)Chebyshev
                  2. (object)(class)ContinuedFractionLentz
                  3. (object)(class)ContinuedFractionWallis
                  4. (object)(class)NumericIntegral
               2. au.id.cxd.math.function.beta
                  1. (object)(class)BetaFn
                  2. (object)(class)DBetaFn
                  3. (object)(class)IncompleteBetaFn
                  4. (object)(class)InverseBeta
                  5. (object)(class)LogBetaFn
               3. au.id.cxd.math.function.column
                  1. (object)(class)ColMeans
                  2. (object)(class)ColStddev
               4. au.id.cxd.math.function.distance
                  1. (object)(class)Cor
                  2. (object)(class)CosineDistance
                  3. (object)(class)Cov
                  4. (object)(class)MahalanobisDistance
               5. au.id.cxd.math.function.exponential
                  1. (object)(class)ExpErr
                  2. (object)(class)ExpMult
                  3. (object)(class)ExpRel
               6. au.id.cxd.math.function.gamma
                  1. (object)(class)Digamma
                  2. (object)(class)Erf
                  3. (object)(class)Erfc
                  4. (object)(class)GammaFn
                  5. (object)(class)GammaStarFn
                  6. (object)(class)IncompleteGamma
                  7. (object)(class)InvErf
                  8. (object)(class)InvErfc
                  9. (object)(class)InverseGamma
                  10. (object)(class)LogFact
                  11. (object)(class)LogGammaFn
                  12. (object)(class)Polygamma
                  13. (object)(class)Trigamma
               7. au.id.cxd.math.function.hypergeometric
                  1. (object)(class)GaussHypergeometric
               8. au.id.cxd.math.function.matrix
                  1. (object)(class)LogMult
                  2. (object)(class)PseudoInverse
               9. au.id.cxd.math.function.moments
                  1. (object)(class)Kurtosis
                  2. (object)(class)Mean
                  3. (object)(class)Skewness
                  4. (object)(class)StdDeviation
                  5. (object)(class)Variance
                  6. (object)(class)VarianceUnbiased
               10. au.id.cxd.math.function.series
                   1. (trait)ContinuedSeries
                   2. (object)(class)PolynomialExpansion
                   3. (object)(class)PolyVal
                   4. (trait)Sliding
                   5. (trait)WindowedMatrix
               11. au.id.cxd.math.function.transform
                   1. (trait)ContinuousTransform
                   2. (case class)IdentityTransform
                   3. (case class)MinMaxNormalisation
                   4. (case class)StandardisedNormalisation
               12. au.id.cxd.math.function.zeta
                   1. (object)(class)HurwitzZeta
            6. au.id.cxd.math.model
               1. (object)
                  ModelSerializer
               1. au.id.cxd.math.model.classification
                  1. (object)(class)ModelAssessment
               2. au.id.cxd.math.model.components
                  1. (object)(class)CanonicalDiscriminantAnalysis
                  2. (object)(class)EigenDecomposition
                  3. (object)(class)PrincipleComponentsAnalysis
                  4. (object)(class)QuadraticDiscriminant
                  5. (object)(class)SingularValueDecomposition
               3. au.id.cxd.math.model.entity
                  1. au.id.cxd.math.model.entity.hmm
                     1. (object)(class)InputModel
                     2. (object)(class)Model
                     3. (object)(class)Prediction
               4. au.id.cxd.math.model.evaluation
                  1. (object)(class)Efficiency
                  2. (object)(class)MAE
                  3. (object)(class)MSE
                  4. (object)(class)PeakPercentDeviation
                  5. (object)(class)RSquared
                  6. (object)(class)WillmotsIndex
               5. au.id.cxd.math.model.logistic
                  1. (object)(class)ModelBuilder
                  2. (object)(class)ModelCrossValidator
               6. au.id.cxd.math.model.network
                  1. au.id.cxd.math.model.network.activation
                     1. (trait)Activation
                     2. (object)(class)Identity
                     3. (case class)LeakyRelu
                     4. (case class)Linear
                     5. (case class)Relu
                     6. (case class)Sigmoid
                     7. (case class)Softmax
                     8. (case class)Tanh
                  2. au.id.cxd.math.model.network.builder
                     1. (trait)Builder
                     2. (object)(class)Sequence
                  3. au.id.cxd.math.model.network.initialisation
                     1. (case class)RandomGaussianInitialisation
                     2. (object)(class)RandomWeightInitialisation
                     3. (trait)WeightInitialisationStrategy
                  4. au.id.cxd.math.model.network.layers
                     1. (object)(class)DenseLayer
                     2. (object)(class)InputLayer
                     3. (trait)Layer
                  5. au.id.cxd.math.model.network.loss
                     1. (trait)Accuracy
                     2. (case class)DiscreteCrossEntropy
                     3. (trait)Loss
                     4. (case class)MeanSquareErrorLoss
                  6. au.id.cxd.math.model.network.train
                     1. (object)(class)SGDTrainer
                     2. (trait)Trainer
               7. au.id.cxd.math.model.particle
                  1. au.id.cxd.math.model.particle.mcmc
                     1. (object)(class)EvalMixing
                     2. (object)(class)GibbsSampling
                     3. (trait)McmcSampling
                     4. (trait)Proposal
                     5. (trait)State
                     6. (trait)StateLikelihood
               8. au.id.cxd.math.model.sequence
                  1. (object)
                     HiddenMarkovModel
                  2. (object)
                     SingularSpectrumAnalysis
            7. au.id.cxd.math.parallel
               1. (object)(class)LinearScaleExecutionContext
            8. au.id.cxd.math.probability
               1. (trait)Distribution
               1. au.id.cxd.math.probability.analysis
                  1. (object)(class)AndersonDarlingTest
                  2. (object)(class)Anova
                  3. (class)AnovaTable
                  4. (class)ContinuousCriticalValue
                  5. (object)(trait)CriticalValue
                  6. (class)DiscreteCriticalValue
                  7. (object)(class)HenzeZirklerTest
                  8. (case class)HenzeZirklerTestResult
                  9. (object)(class)JarqueBeraTest
                  10. (case class)LawesHotellingTrace
                  11. (case class)LowerTail
                  12. (object)(class)Manova
                  13. (class)ManovaMethod
                  14. (case class)ManovaStat
                  15. (case class)ManovaTest
                  16. (object)(class)MardiaTest
                  17. (case class)MardiaTestStatistic
                  18. (class)Odds
                  19. (case class)PillaisTrace
                  20. (class)Region
                  21. (case class)RoysLargestRoot
                  22. (object)(class)ShapiroWilksTest
                  23. (trait)StatisticalTest
                  24. (object)(class)TchebysheffInequality
                  25. (object)(class)TestResult
                  26. (case class)UpperTail
                  27. (case class)WilksLambda
               2. au.id.cxd.math.probability.bayes
                  1. (object)(class)DiscreteBayes
               3. au.id.cxd.math.probability.continuous
                  1. (object)(class)Beta
                  2. (object)(class)ChiSquare
                  3. (trait)ContinuousDistribution
                  4. (object)(class)Exponential
                  5. (object)(class)FDistribution
                  6. (object)(class)Gamma
                  7. (object)(class)LogNormal
                  8. (object)(class)Normal
                  9. (object)(class)StudentT
                  10. (object)(class)Uniform
               4. au.id.cxd.math.probability.discrete
                  1. (object)(class)Binomial
                  2. (trait)DiscreteDistribution
                  3. (object)(class)Geometric
                  4. (object)(class)HyperGeometric
                  5. (object)(class)NegativeBinomial
                  6. (object)(class)Poisson
                  7. (object)(class)TableDistribution
               5. au.id.cxd.math.probability.random
                  1. (trait)RandomDeviate
                  2. (object)(class)RApproxBinom
                  3. (object)(class)RBeta
                  4. (object)(class)RBinom
                  5. (case class)RBinomOutputs
                  6. (case class)RBinomParameters
                  7. (object)(class)RChisq
                  8. (object)(class)RFDistribution
                  9. (object)(class)RGamma
                  10. (object)(class)RGammaFn
                  11. (object)(class)RNormal
                  12. (object)(class)RPoisson
                  13. (object)(class)RStudentT
                  14. (object)(class)RUniform
                  15. (object)(class)RUniformPos
               6. au.id.cxd.math.probability.regression
                  1. (object)(class)BayesLinearRegression
                  2. (object)(class)BayesLogisticLeastSquares
                  3. (object)(class)LeastSquares
                  4. (object)(class)LogisticLeastSquares
                  5. (trait)LogisticRegressor
                  6. (object)(class)OrdLeastSquares
                  7. (trait)UpdatableRegressor
         2. au.id.cxd.text
            1. au.id.cxd.text.count
               1. (trait)DocumentTermVectoriser
               2. (case class)TfIdfCount
            2. au.id.cxd.text.helpers
               1. (case class)EmbeddedStopwordsLoader
               2. (case class)IndexedTextCsvReader
               3. (trait)StopwordsLoader
            3. au.id.cxd.text.model
               1. (object)(class)LatentSemanticIndex
               2. (trait)LatentSemanticIndexBuilder
               3. (trait)LatentSemanticIndexReader
               4. (trait)LatentSemanticIndexWriter
               5. (object)(trait)LsiComponentCluster
               6. (trait)LsiDocumentSearch
            4. au.id.cxd.text.preprocess
               1. (object)(class)LinePatternFilter
               2. (object)(class)PorterStemmer
               3. (object)
                  runit
               4. (class)StemmingPatternFilter
               5. (class)StopwordPatternFilter
               6. (trait)StringSeqFilter