algebra

Type Members

abstract class AbstractPartitionedMatrix[T] extends NumericOps[AbstractPartitionedMatrix[T]]
abstract class AbstractPartitionedVector[T] extends NumericOps[AbstractPartitionedVector[T]]
abstract class AbstractTensor[T] extends AnyRef

Created by mandar on 25/10/2016.
case class DualNumber[I](a: I, b: I)(implicit f: Field[I]) extends Product with Serializable

Represents a dual number over an abstract field
Represents a dual number over an abstract field
z = a + b ε
I
Base Field
a
The 'real' component
b
The auxiliary component
class DualSparkVector extends SparkMatrix with NumericOps[DualSparkVector] with SparkVectorLike[Double]
sealed class DualZero[I] extends DualNumber[I]

Dual number zero
class PartitionedDualVector extends NumericOps[PartitionedDualVector]

A distributed row vector that is stored in blocks.
class PartitionedVector extends AbstractPartitionedVector[DenseVector[Double]] with NumericOps[PartitionedVector]

A distributed vector that is stored in blocks.
class SparkMatrix extends NumericOps[SparkMatrix]
class SparkPSDMatrix extends SparkSquareMatrix
class SparkSquareMatrix extends SparkMatrix
class SparkVector extends SparkMatrix with NumericOps[SparkVector] with SparkVectorLike[Double]
trait SparkVectorLike[V] extends AnyRef

Value Members

object AbstractPartitionedVector
object BlockedMatrixOps extends UFunc

Created by mandar on 14/10/2016.
object DistributedMatrixOps extends UFunc
object DualNumber extends Serializable
object DualSparkVector
object PartitionedDualVector
object PartitionedMatrixOps extends UFunc
object PartitionedMatrixSolvers extends UFunc
object PartitionedVector
object SparkMatrix
object SparkPSDMatrix
object SparkSquareMatrix
object SparkVector
def axpyDist(a: Double, x: PartitionedVector, y: PartitionedVector)(implicit axpy: breeze.linalg.scaleAdd.InPlaceImpl3[PartitionedVector, Double, PartitionedVector]): Unit
def axpyDist(a: Double, x: SparkBlockedVector, y: SparkBlockedVector)(implicit axpy: breeze.linalg.scaleAdd.InPlaceImpl3[SparkBlockedVector, Double, SparkBlockedVector]): Unit
def axpyDist[X <: SparkMatrix, Y <: SparkMatrix](a: Double, x: X, y: Y)(implicit axpy: breeze.linalg.scaleAdd.InPlaceImpl3[Y, Double, X]): Unit
object bLU extends UFunc
object bcholesky extends UFunc

Exceptions thrown
NotConvergedException When cholesky decomposition is not possible due to numerical instabilities
object bdet extends UFunc

Annotations
@Experimental()
object bdiag extends UFunc
object blockedCrossQuadraticForm extends DataPipe3[PartitionedVector, LowerTriPartitionedMatrix, PartitionedVector, Double]

Calculates cross quadratic form y.T A x
object blockedQuadraticForm extends DataPipe2[LowerTriPartitionedMatrix, PartitionedVector, Double]

Calculates quadratic form x.T A x
object blog extends UFunc
object bproduct extends UFunc
object bsum extends UFunc
object btrace extends UFunc
object crossQuadraticForm extends DataPipe3[DenseVector[Double], DenseMatrix[Double], DenseVector[Double], Double]

Calculates cross quadratic form y.T A x
object normBDist extends UFunc
object normDist extends UFunc

Created by mandar on 13/10/2016.
object quadraticForm extends DataPipe2[DenseMatrix[Double], DenseVector[Double], Double]

Calculates quadratic form x.T A x
object square extends UFunc

package algebra

Type Members

abstract class AbstractPartitionedMatrix[T] extends NumericOps[AbstractPartitionedMatrix[T]]

abstract class AbstractPartitionedVector[T] extends NumericOps[AbstractPartitionedVector[T]]

abstract class AbstractTensor[T] extends AnyRef

case class DualNumber[I](a: I, b: I)(implicit f: Field[I]) extends Product with Serializable

class DualSparkVector extends SparkMatrix with NumericOps[DualSparkVector] with SparkVectorLike[Double]

sealed class DualZero[I] extends DualNumber[I]

class PartitionedDualVector extends NumericOps[PartitionedDualVector]

class PartitionedVector extends AbstractPartitionedVector[DenseVector[Double]] with NumericOps[PartitionedVector]

class SparkMatrix extends NumericOps[SparkMatrix]

class SparkPSDMatrix extends SparkSquareMatrix

class SparkSquareMatrix extends SparkMatrix

class SparkVector extends SparkMatrix with NumericOps[SparkVector] with SparkVectorLike[Double]

trait SparkVectorLike[V] extends AnyRef

Value Members

object AbstractPartitionedVector

object BlockedMatrixOps extends UFunc

object DistributedMatrixOps extends UFunc

object DualNumber extends Serializable

object DualSparkVector

object PartitionedDualVector

object PartitionedMatrixOps extends UFunc

object PartitionedMatrixSolvers extends UFunc

object PartitionedVector

object SparkMatrix

object SparkPSDMatrix

object SparkSquareMatrix

object SparkVector

def axpyDist(a: Double, x: PartitionedVector, y: PartitionedVector)(implicit axpy: breeze.linalg.scaleAdd.InPlaceImpl3[PartitionedVector, Double, PartitionedVector]): Unit

def axpyDist(a: Double, x: SparkBlockedVector, y: SparkBlockedVector)(implicit axpy: breeze.linalg.scaleAdd.InPlaceImpl3[SparkBlockedVector, Double, SparkBlockedVector]): Unit

def axpyDist[X <: SparkMatrix, Y <: SparkMatrix](a: Double, x: X, y: Y)(implicit axpy: breeze.linalg.scaleAdd.InPlaceImpl3[Y, Double, X]): Unit

object bLU extends UFunc

object bcholesky extends UFunc

object bdet extends UFunc

object bdiag extends UFunc

object blockedCrossQuadraticForm extends DataPipe3[PartitionedVector, LowerTriPartitionedMatrix, PartitionedVector, Double]

object blockedQuadraticForm extends DataPipe2[LowerTriPartitionedMatrix, PartitionedVector, Double]

object blog extends UFunc

object bproduct extends UFunc

object bsum extends UFunc

object btrace extends UFunc

object crossQuadraticForm extends DataPipe3[DenseVector[Double], DenseMatrix[Double], DenseVector[Double], Double]

object normBDist extends UFunc

object normDist extends UFunc

object quadraticForm extends DataPipe2[DenseMatrix[Double], DenseVector[Double], Double]

object square extends UFunc

Inherited from AnyRef

Inherited from Any

Ungrouped