1. ammonite
   1. ammonite.ops
2. buildinfo
   1. (object)
      BuildInfo
3. io
   1. io.github
      1. io.github.mandar2812
         1. io.github.mandar2812.dynaml
            1. (object)
               DynaMLPipe
            1. io.github.mandar2812.dynaml.algebra
               1. (class)AbstractPartitionedMatrix
               2. (object)(class)AbstractPartitionedVector
               3. (class)AbstractTensor
               4. (object)
                  bcholesky
               5. (object)
                  bdet
               6. (object)
                  bdiag
               7. (object)
                  blockedCrossQuadraticForm
               8. (object)
                  BlockedMatrixOps
               9. (object)
                  blockedQuadraticForm
               10. (object)
                   blog
               11. (object)
                   bLU
               12. (object)
                   bproduct
               13. (object)
                   bsum
               14. (object)
                   btrace
               15. (object)
                   crossQuadraticForm
               16. (object)
                   DistributedMatrixOps
               17. (object)(case class)DualNumber
               18. (object)(class)DualSparkVector
               19. (class)DualZero
               20. (object)
                   normBDist
               21. (object)
                   normDist
               22. (object)(class)PartitionedDualVector
               23. (object)
                   PartitionedMatrixOps
               24. (object)
                   PartitionedMatrixSolvers
               25. (object)(class)PartitionedVector
               26. (object)
                   quadraticForm
               27. (object)(class)SparkMatrix
               28. (object)(class)SparkPSDMatrix
               29. (object)(class)SparkSquareMatrix
               30. (object)(class)SparkVector
               31. (trait)SparkVectorLike
               32. (object)
                   square
            2. io.github.mandar2812.dynaml.analysis
               1. (object)
                  BernsteinSplineGenerator
               2. (object)
                  BernsteinSplineSeriesGenerator
               3. (object)(class)BSplineGenerator
               4. (object)
                  CardinalBSplineGenerator
               5. (object)
                  ChebyshevBasisGenerator
               6. (object)
                  CubicSplineGenerator
               7. (object)(trait)DifferentiableMap
               8. (object)
                  FourierBasisGenerator
               9. (object)
                  HermiteBasisGenerator
               10. (object)
                   implicits
               11. (object)(class)InnerProductPV
               12. (object)
                   LegendreBasisGenerator
               13. (case class)MatrixVectorSpace
               14. (object)(class)PartitionedVectorField
               15. (object)
                   PolynomialBasisGenerator
               16. (object)(class)PushforwardMap
               17. (object)(class)RadialBasis
               18. (object)(class)SplineGenerator
               19. (object)(class)VectorField
            3. io.github.mandar2812.dynaml.dataformat
               1. (object)
                  ARFF
               2. (class)ArffFile
               3. (class)ArffFileParseError
               4. (object)
                  MAT
            4. io.github.mandar2812.dynaml.evaluation
               1. (class)BinaryClassificationMetrics
               2. (class)BinaryClassificationMetricsSpark
               3. (class)ClassificationMetricsTF
               4. (object)(trait)Metrics
               5. (object)
                  MetricsSpark
               6. (class)MetricsTF
               7. (object)(class)MultiRegressionMetrics
               8. (object)(class)RegressionMetrics
               9. (object)(class)RegressionMetricsSpark
               10. (object)(class)RegressionMetricsTF
            5. io.github.mandar2812.dynaml.graph
               1. (object)(class)FFNeuralGraph
               2. (trait)NeuralGraph
               1. io.github.mandar2812.dynaml.graph.utils
                  1. (trait)CausalEdge
                  2. (trait)Label
                  3. (object)(trait)Neuron
                  4. (trait)ParamEdge
                  5. (trait)Parameter
                  6. (trait)Point
                  7. (trait)Synapse
            6. io.github.mandar2812.dynaml.graphics
               1. io.github.mandar2812.dynaml.graphics.plot3d
                  1. (class)DelauneySurface
                  2. (object)(class)Histogram3D
                  3. (class)Surface
            7. io.github.mandar2812.dynaml.kernels
               1. (class)AdditiveCovariance
               2. (class)AnovaCovFunc
               3. (class)AnovaKernel
               4. (class)CauchyCovFunc
               5. (class)CauchyKernel
               6. (object)(class)CompositeCovariance
               7. (class)CoRegCauchyKernel
               8. (class)CoRegDiracKernel
               9. (class)CoRegGraphKernel
               10. (class)CoRegLaplaceKernel
               11. (class)CoRegRBFKernel
               12. (class)CoRegTStudentKernel
               13. (object)(class)CovarianceFunction
               14. (object)(class)CubicSplineARDKernel
               15. (class)CubicSplineKernel
               16. (class)DecomposableCovariance
               17. (trait)DensityKernel
               18. (class)DiracKernel
               19. (trait)DistributedKernel
               20. (class)ExponentialKernel
               21. (class)FBMCovFunction
               22. (class)FBMKernel
               23. (class)FeatureMapCovariance
               24. (class)GaussianDensityKernel
               25. (object)(class)GaussianSpectralKernel
               26. (class)GenericMaternARDKernel
               27. (class)GenericMaternKernel
               28. (class)GenericRBFKernel
               29. (object)(class)GenExponentialKernel
               30. (class)GenExpSpaceTimeKernel
               31. (class)IdentityCovFunc
               32. (trait)Kernel
               33. (trait)KernelMatrix
               34. (object)(trait)KernelOpAdd
               35. (object)(trait)KernelOpMult
               36. (object)(trait)KernelOps
               37. (trait)KernelOpType
               38. (object)(trait)KernelOuterAdd
               39. (object)(trait)KernelOuterMult
               40. (class)KroneckerProductKernel
               41. (class)LaplaceCovFunc
               42. (class)LaplacianKernel
               43. (class)LinearKernel
               44. (trait)LinearPDEKernel
               45. (class)LocallyStationaryKernel
               46. (trait)LocalScalarKernel
               47. (trait)LocalSVMKernel
               48. (class)MahalanobisKernel
               49. (class)MAKernel
               50. (class)MixedEffectRegularizer
               51. (class)MLP1dKernel
               52. (class)MLPKernel
               53. (class)MultiplicativeCovariance
               54. (class)NeuralNetworkKernel
               55. (class)PeriodicCovFunc
               56. (class)PeriodicKernel
               57. (class)PolynomialKernel
               58. (class)RationalQuadraticCovFunc
               59. (class)RationalQuadraticKernel
               60. (class)RBFCovFunc
               61. (class)RBFKernel
               62. (object)(class)ScaledKernel
               63. (class)SECovFunc
               64. (class)SEKernel
               65. (class)SeparableStationaryKernel
               66. (class)StationaryKernel
               67. (object)(trait)SVMKernel
               68. (class)SVMKernelMatrix
               69. (class)TensorCombinationKernel
               70. (class)TStudentCovFunc
               71. (class)TStudentKernel
               72. (class)WaveCovFunc
               73. (class)WaveKernel
               74. (class)WaveletCovFunc
               75. (class)WaveletKernel
            8. io.github.mandar2812.dynaml.modelpipe
               1. (class)DLSSVMPipe
               2. (object)(class)ESGPPipe4
               3. (class)GeneralizedLeastSquaresPipe2
               4. (object)
                  GeneralizedLeastSquaresPipe3
               5. (class)GLMPipe
               6. (class)GLMPipe2
               7. (class)GPBasisFuncRegressionPipe
               8. (class)GPMixturePipe
               9. (object)(class)GPRegressionPipe
               10. (object)(class)GPRegressionPipe2
               11. (class)MixturePipe
               12. (trait)ModelPipe
               13. (object)(class)ModelPredictionPipe
               14. (trait)ModelTestPipe
               15. (class)MVStudentsTMixturePipe
               16. (object)
                   SparkGLMPipe2
               17. (class)StudentTMixturePipe
            9. io.github.mandar2812.dynaml.models
               1. (class)ContinuousMixtureModel
               2. (class)ContinuousProcessModel
               3. (trait)EvaluableModel
               4. (class)GenContinuousMixtureModel
               5. (object)(class)KernelizedModel
               6. (trait)LinearModel
               7. (trait)Model
               8. (trait)ParameterizedLearner
               9. (trait)SecondOrderProcessModel
               10. (object)(class)StochasticProcessMixtureModel
               11. (trait)StochasticProcessModel
               12. (trait)SubsampledDualLSSVM
               1. io.github.mandar2812.dynaml.models.bayes
                  1. (object)(class)CoRegGPPrior
                  2. (class)ESGPPrior
                  3. (object)(class)GaussianProcessPrior
                  4. (class)LinearTrendESGPrior
                  5. (class)LinearTrendGaussianPrior
                  6. (trait)LinearTrendStochasticPrior
                  7. (trait)StochasticProcessPrior
               2. io.github.mandar2812.dynaml.models.ensemble
                  1. (class)CommitteeModel
                  2. (class)MetaModel
               3. io.github.mandar2812.dynaml.models.gp
                  1. (object)(class)AbstractGPClassification
                  2. (object)(class)AbstractGPRegressionModel
                  3. (class)GaussianProcessMixture
                  4. (class)GPBasisFuncRegressionModel
                  5. (class)GPCommitteeRegression
                  6. (class)GPNarModel
                  7. (class)GPNarXModel
                  8. (object)(class)GPOperatorModel
                  9. (class)GPRegression
                  10. (object)(class)GPTimeSeries
                  11. (class)KroneckerGPRegressionModel
                  12. (class)KroneckerMOGPModel
                  13. (class)LaplaceBinaryGPC
                  14. (class)LogGaussianProcessModel
                  15. (class)MOGPRegressionModel
                  16. (class)MTGPRegressionModel
                  17. (class)WarpedGPModel
               4. io.github.mandar2812.dynaml.models.lm
                  1. (object)
                     generalDLM
                  2. (class)GeneralizedLeastSquaresModel
                  3. (object)(class)GeneralizedLinearModel
                  4. (class)GenericGLM
                  5. (object)
                     KFilter
                  6. (class)LogisticGLM
                  7. (class)ProbitGLM
                  8. (class)RegularizedGLM
                  9. (class)SparkGLM
                  10. (class)SparkLogisticGLM
                  11. (class)SparkProbitGLM
               5. io.github.mandar2812.dynaml.models.neuralnets
                  1. (object)(trait)Activation
                  2. (class)AutoEncoder
                  3. (class)CommitteeNetwork
                  4. (class)FeedForwardNetwork
                  5. (object)(class)GenericAutoEncoder
                  6. (object)(class)GenericFFNeuralNet
                  7. (class)GenericNeuralStack
                  8. (object)(class)LazyNeuralStack
                  9. (object)
                     MagicSELU
                  10. (object)(trait)NeuralLayer
                  11. (class)NeuralLayerFactory
                  12. (trait)NeuralNet
                  13. (trait)NeuralNetwork
                  14. (object)(class)NeuralStack
                  15. (object)(class)NeuralStackFactory
                  16. (object)
                      Sigmoid
                  17. (object)
                      TransferFunctions
                  18. (class)Vec2VecLayer
                  19. (class)Vec2VecLayerFactory
                  20. (object)
                      VectorLinear
                  21. (object)
                      VectorRecLin
                  22. (case class)VectorSELU
                  23. (object)
                      VectorSigmoid
                  24. (object)
                      VectorTansig
                  25. (class)VectorWavelet
               6. io.github.mandar2812.dynaml.models.sgp
                  1. (object)(class)ESGPModel
               7. io.github.mandar2812.dynaml.models.stp
                  1. (object)(class)AbstractSTPRegressionModel
                  2. (class)MOStudentTRegression
                  3. (class)MTStudentTRegression
                  4. (object)(class)MVStudentsTModel
                  5. (class)MVTMixture
                  6. (class)StudentTProcessMixture
                  7. (class)StudentTRegression
               8. io.github.mandar2812.dynaml.models.svm
                  1. (class)AbstractDualLSSVM
                  2. (class)DLSSVM
                  3. (object)(class)KernelSparkModel
                  4. (class)LSSVMCommittee
                  5. (object)
                     LSSVMModel
                  6. (object)(class)LSSVMSparkModel
            10. io.github.mandar2812.dynaml.optimization
                1. (object)(class)AbstractCSA
                2. (class)AbstractGridSearch
                3. (object)(class)BackPropagation
                4. (trait)BasicUpdater
                5. (class)CommitteeModelSolver
                6. (object)(class)ConjugateGradient
                7. (object)(class)ConjugateGradientSpark
                8. (class)CoupledSimulatedAnnealing
                9. (class)FFBackProp
                10. (class)FFLayerUpdater
                11. (trait)GeneralGradient
                12. (object)(trait)GloballyOptimizable
                13. (trait)GloballyOptWithGrad
                14. (object)(trait)GlobalOptimizer
                15. (class)GPMixtureMachine
                16. (class)GradBasedBackPropagation
                17. (class)GradBasedGlobalOptimizer
                18. (class)Gradient
                19. (object)(class)GradientDescent
                20. (object)(class)GradientDescentSpark
                21. (class)GridSearch
                22. (class)HessianUpdater
                23. (class)HingeGradient
                24. (class)L1Updater
                25. (object)(class)LaplacePosteriorMode
                26. (class)LeastSquaresGradient
                27. (class)LeastSquaresSVMGradient
                28. (class)LogisticGradient
                29. (class)LSSVMLinearSolver
                30. (object)
                    mcmc
                31. (object)(class)MixtureMachine
                32. (trait)ModelTuner
                33. (trait)MomentumUpdater
                34. (trait)Optimizer
                35. (object)(class)ProbGPCommMachine
                36. (class)ProbitGradient
                37. (object)(class)QuasiNewtonOptimizer
                38. (class)RDDCommitteeSolver
                39. (class)RegularizedLSSolver
                40. (class)RegularizedOptimizer
                41. (class)SimpleBFGSUpdater
                42. (class)SimpleUpdater
                43. (class)SquaredL2Updater
                44. (class)Updater
                45. (class)VectorAccumulator
            11. io.github.mandar2812.dynaml.probability
                1. (class)AbstractGaussianRV
                2. (class)AbstractStudentsTRandVar
                3. (object)(class)ApproxBayesComputation
                4. (trait)BayesJointProbabilityScheme
                5. (case class)BinomialRV
                6. (case class)BlockedMESNRV
                7. (object)(class)ContinuousDistrMixture
                8. (trait)ContinuousDistrRV
                9. (object)(trait)ContinuousMeasurableFunc
                10. (trait)ContinuousMixtureRV
                11. (class)ContinuousRandomVariable
                12. (trait)ContinuousRVWithDistr
                13. (object)(trait)DifferentiableLikelihoodModel
                14. (trait)DiscreteDistrRV
                15. (trait)DiscreteRVWithDistr
                16. (object)(class)EncodedContDistrRV
                17. (case class)GaussianRV
                18. (class)GenericContinuousMCMC
                19. (trait)HasDistribution
                20. (object)(trait)IIDContinuousRVDistr
                21. (object)(trait)IIDDiscreteRVDistr
                22. (object)(trait)IIDRandomVarDistr
                23. (object)(trait)IIDRandomVariable
                24. (trait)JointProbabilityScheme
                25. (trait)Likelihood
                26. (object)(trait)LikelihoodModel
                27. (case class)MatrixNormalRV
                28. (case class)MatrixTRV
                29. (class)MeasurableDistrRV
                30. (object)(trait)MeasurableFunction
                31. (object)(trait)MixtureRV
                32. (object)(case class)MultGaussianPRV
                33. (object)(case class)MultGaussianRV
                34. (case class)MultinomialRV
                35. (object)(case class)MultStudentsTPRV
                36. (object)(case class)MultStudentsTRV
                37. (object)(class)RandomVariable
                38. (trait)RandomVarWithDistr
                39. (class)RejectionSamplingScheme
                40. (case class)StudentsTRV
                41. (class)ThreadedRandomVariable
                42. (case class)UniformRV
                43. (class)VectorIIDProbit
                44. (class)VectorIIDSigmoid
                1. io.github.mandar2812.dynaml.probability.distributions
                   1. (class)AbstractContinuousDistr
                   2. (class)AbstractDiscreteDistr
                   3. (case class)BlockedMESN
                   4. (case class)BlockedMultiVariateGaussian
                   5. (case class)BlockedMultivariateStudentsT
                   6. (case class)Erlang
                   7. (case class)ExtendedMultivariateSkewNormal
                   8. (case class)ExtendedSkewGaussian
                   9. (class)GenericDistribution
                   10. (trait)HasErrorBars
                   11. (case class)Kumaraswamy
                   12. (case class)MatrixNormal
                   13. (case class)MatrixT
                   14. (case class)MESN
                   15. (object)(class)MixtureDistribution
                   16. (object)(class)MixtureWithConfBars
                   17. (case class)MultivariateSkewNormal
                   18. (case class)MultivariateStudentsT
                   19. (case class)MultivariateUniform
                   20. (object)(class)MVGaussian
                   21. (case class)SkewGaussian
                   22. (class)SkewSymmDistribution
                   23. (case class)TruncatedGaussian
                   24. (case class)UESN
                   25. (object)(class)UnivariateGaussian
                   26. (case class)UnivariateStudentsT
                2. io.github.mandar2812.dynaml.probability.mcmc
                   1. (class)AdaptiveHyperParameterMCMC
                   2. (case class)GeneralMetropolisHastings
                   3. (class)HamiltonianMetropolis
                   4. (class)HyperParameterHMC
                   5. (object)(class)HyperParameterMCMC
                   6. (class)HyperParameterSCAM
            12. io.github.mandar2812.dynaml.prototype
                1. (class)EntropyMeasure
                2. (object)
                   GreedyEntropySelector
                3. (trait)Measure
                4. (class)QuadraticRenyiEntropy
                5. (trait)SubsetSelector
            13. io.github.mandar2812.dynaml.tensorflow
                1. io.github.mandar2812.dynaml.tensorflow.data
                   1. (case class)AbstractDataSet
                   2. (object)(class)DataSet
                   3. (case class)OutputDataSet
                   4. (case class)SupervisedDataSet
                   5. (case class)TFDataSet
                   6. (object)(class)ZipDataSet
                2. io.github.mandar2812.dynaml.tensorflow.layers
                   1. (case class)BatchNormalisation
                   2. (case class)CombinedLayer
                   3. (case class)ConcatenateOutputs
                   4. (case class)ConcatenateTuple2
                   5. (case class)DynamicTimeStepCTRNN
                   6. (case class)FiniteHorizonCTRNN
                   7. (case class)FiniteHorizonLinear
                   8. (case class)GeneralizedLogistic
                   9. (case class)IdentityLayer
                   10. (case class)L1Regularizer
                   11. (case class)L2Regularizer
                   12. (case class)MVTimeSeriesLoss
                   13. (case class)Phi
                   14. (case class)RBFLayer
                   15. (case class)SeqLayer
                   16. (case class)StackOutputs
                   17. (case class)StackTuple2
                   18. (case class)Tanh
                   19. (case class)Tuple2Layer
                   20. (case class)Unstack
                3. io.github.mandar2812.dynaml.tensorflow.utils
                   1. (case class)GaussianScalerTF
                   2. (case class)GaussianScalerTO
                   3. (object)(class)GenRegressionMetricsTF
                   4. (case class)MinMaxScalerTF
                   5. (case class)MinMaxScalerTO
                   6. (case class)TensorBasis
                   7. (class)TFScaler
                   8. (class)TOScaler
                   9. (object)
                      Utils
            14. io.github.mandar2812.dynaml.utils
                1. (case class)ConfigEncoding
                2. (case class)GaussianScaler
                3. (class)HasHyperParameters
                4. (case class)MeanScaler
                5. (object)
                   MinMaxAccumulator
                6. (case class)MinMaxScaler
                7. (case class)MVGaussianScaler
                8. (object)
                   mvlgamma
                9. (case class)PCAScaler
                10. (object)
                    Renjin
                11. (case class)UnivariateGaussianScaler
                12. (case class)UnivariateMeanScaler
                1. io.github.mandar2812.dynaml.utils.annotation
                   1. (class)Experimental
            15. io.github.mandar2812.dynaml.wavelets
                1. (case class)GroupedHaarWaveletFilter
                2. (case class)HaarWaveletFilter
                3. (case class)InverseHaarWaveletFilter
                4. (case class)InvGroupedHaarWaveletFilter
                5. (object)(class)Wavelet
4. org
   1. org.platanios
      1. org.platanios.tensorflow
         1. org.platanios.tensorflow.api