Hierarchy For All Packages

Package Hierarchies:

• org.tribuo.math,
• org.tribuo.math.distance,
• org.tribuo.math.distributions,
• org.tribuo.math.kernel,
• org.tribuo.math.la,
• org.tribuo.math.neighbour,
• org.tribuo.math.neighbour.bruteforce,
• org.tribuo.math.neighbour.kdtree,
• org.tribuo.math.onnx,
• org.tribuo.math.optimisers,
• org.tribuo.math.optimisers.util,
• org.tribuo.math.util

Class Hierarchy

• java.lang.Object
  • org.tribuo.math.optimisers.AdaDelta (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.optimisers.AdaGrad (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.optimisers.AdaGradRDA (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.optimisers.Adam (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.distance.CosineDistance (implements org.tribuo.math.distance.Distance)
  • org.tribuo.math.la.DenseMatrix (implements org.tribuo.math.la.Matrix)
    • org.tribuo.math.optimisers.util.ShrinkingMatrix (implements org.tribuo.math.optimisers.util.ShrinkingTensor)
  • org.tribuo.math.la.DenseMatrix.CholeskyFactorization (implements org.tribuo.math.la.Matrix.Factorization)
  • org.tribuo.math.la.DenseMatrix.EigenDecomposition (implements org.tribuo.math.la.Matrix.Factorization)
  • org.tribuo.math.la.DenseMatrix.LUFactorization (implements org.tribuo.math.la.Matrix.Factorization)
  • org.tribuo.math.la.DenseSparseMatrix (implements org.tribuo.math.la.Matrix)
  • org.tribuo.math.la.DenseVector (implements org.tribuo.math.la.SGDVector)
    • org.tribuo.math.optimisers.util.ShrinkingVector (implements org.tribuo.math.optimisers.util.ShrinkingTensor)
  • org.tribuo.math.util.ExpNormalizer (implements java.io.Serializable, org.tribuo.math.util.VectorNormalizer)
  • org.tribuo.math.optimisers.GradientOptimiserOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.math.util.HeapMerger (implements org.tribuo.math.util.Merger)
  • org.tribuo.math.neighbour.kdtree.KDTree (implements org.tribuo.math.neighbour.NeighboursQuery)
  • org.tribuo.math.neighbour.kdtree.KDTreeFactory (implements org.tribuo.math.neighbour.NeighboursQueryFactory)
  • org.tribuo.math.distance.L1Distance (implements org.tribuo.math.distance.Distance)
  • org.tribuo.math.distance.L2Distance (implements org.tribuo.math.distance.Distance)
  • org.tribuo.math.kernel.Linear (implements org.tribuo.math.kernel.Kernel)
  • org.tribuo.math.LinearParameters (implements org.tribuo.math.FeedForwardParameters)
  • org.tribuo.math.util.MatrixHeapMerger (implements org.tribuo.math.util.Merger)
  • org.tribuo.math.la.MatrixTuple
  • org.tribuo.math.distributions.MultivariateNormalDistribution
  • org.tribuo.math.neighbour.bruteforce.NeighboursBruteForce (implements org.tribuo.math.neighbour.NeighboursQuery)
  • org.tribuo.math.neighbour.bruteforce.NeighboursBruteForceFactory (implements org.tribuo.math.neighbour.NeighboursQueryFactory)
  • org.tribuo.math.util.NoopNormalizer (implements java.io.Serializable, org.tribuo.math.util.VectorNormalizer)
  • org.tribuo.math.util.Normalizer (implements java.io.Serializable, org.tribuo.math.util.VectorNormalizer)
  • org.tribuo.math.onnx.ONNXMathUtils
  • org.tribuo.math.optimisers.ParameterAveraging (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.optimisers.Pegasos (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.kernel.Polynomial (implements org.tribuo.math.kernel.Kernel)
  • org.tribuo.math.kernel.RBF (implements org.tribuo.math.kernel.Kernel)
  • org.tribuo.math.optimisers.RMSProp (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.optimisers.SGD (implements org.tribuo.math.StochasticGradientOptimiser)
  • org.tribuo.math.kernel.Sigmoid (implements org.tribuo.math.kernel.Kernel)
  • org.tribuo.math.util.SigmoidNormalizer (implements java.io.Serializable, org.tribuo.math.util.VectorNormalizer)
  • org.tribuo.math.la.SparseVector (implements org.tribuo.math.la.SGDVector)
  • org.tribuo.math.la.VectorTuple

Interface Hierarchy

• java.lang.Comparable<T>
  • org.tribuo.math.la.MatrixIterator (also extends java.util.Iterator<E>)
  • org.tribuo.math.la.VectorIterator (also extends java.util.Iterator<E>)
• com.oracle.labs.mlrg.olcut.config.Configurable
  • org.tribuo.math.distance.Distance (also extends org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.math.kernel.Kernel (also extends org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.math.neighbour.NeighboursQueryFactory (also extends org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.math.StochasticGradientOptimiser (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
• java.lang.Iterable<T>
  • org.tribuo.math.la.Matrix (also extends org.tribuo.math.la.Tensor)
  • org.tribuo.math.la.SGDVector (also extends org.tribuo.math.la.Tensor)
• java.util.Iterator<E>
  • org.tribuo.math.la.MatrixIterator (also extends java.lang.Comparable<T>)
  • org.tribuo.math.la.VectorIterator (also extends java.lang.Comparable<T>)
• org.tribuo.math.la.Matrix.Factorization
• org.tribuo.math.neighbour.NeighboursQuery
• org.tribuo.protos.ProtoSerializable<T>
  • org.tribuo.math.distance.Distance (also extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.math.kernel.Kernel (also extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.math.util.Merger (also extends java.io.Serializable)
  • org.tribuo.math.neighbour.NeighboursQueryFactory (also extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.math.Parameters (also extends java.io.Serializable)
    • org.tribuo.math.FeedForwardParameters
  • org.tribuo.math.la.Tensor (also extends java.io.Serializable)
    • org.tribuo.math.la.Matrix (also extends java.lang.Iterable<T>)
    • org.tribuo.math.la.SGDVector (also extends java.lang.Iterable<T>)
  • org.tribuo.math.util.VectorNormalizer (also extends java.io.Serializable)
• com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>
  • org.tribuo.math.distance.Distance (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.math.kernel.Kernel (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.math.neighbour.NeighboursQueryFactory (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.math.StochasticGradientOptimiser (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
• java.io.Serializable
  • org.tribuo.math.distance.Distance (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.math.kernel.Kernel (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.math.util.Merger (also extends org.tribuo.protos.ProtoSerializable<T>)
  • org.tribuo.math.neighbour.NeighboursQueryFactory (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.math.Parameters (also extends org.tribuo.protos.ProtoSerializable<T>)
    • org.tribuo.math.FeedForwardParameters
  • org.tribuo.math.la.Tensor (also extends org.tribuo.protos.ProtoSerializable<T>)
    • org.tribuo.math.la.Matrix (also extends java.lang.Iterable<T>)
    • org.tribuo.math.la.SGDVector (also extends java.lang.Iterable<T>)
  • org.tribuo.math.util.VectorNormalizer (also extends org.tribuo.protos.ProtoSerializable<T>)
• org.tribuo.math.optimisers.util.ShrinkingTensor

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.tribuo.math.distance.DistanceType
    • org.tribuo.math.optimisers.GradientOptimiserOptions.StochasticGradientOptimiserType
    • org.tribuo.math.neighbour.NeighboursQueryFactoryType
    • org.tribuo.math.optimisers.SGD.Momentum