Matrix

Abstract Value Members

abstract def apply(i: Int, j: Int): Double

Gets the (i, j)-th element.
Gets the (i, j)-th element.

Annotations
@Since( "1.3.0" )
abstract def asML: ml.linalg.Matrix

Convert this matrix to the new mllib-local representation.
Convert this matrix to the new mllib-local representation. This does NOT copy the data; it copies references.

Annotations
@Since( "2.0.0" )
abstract def colIter: Iterator[Vector]

Returns an iterator of column vectors.
Returns an iterator of column vectors. This operation could be expensive, depending on the underlying storage.

Annotations
@Since( "2.0.0" )
abstract def copy: Matrix

Get a deep copy of the matrix.
Get a deep copy of the matrix.

Annotations
@Since( "1.2.0" )
abstract def numActives: Int

Find the number of values stored explicitly.
Find the number of values stored explicitly. These values can be zero as well.

Annotations
@Since( "1.5.0" )
abstract def numCols: Int

Number of columns.
Number of columns.

Annotations
@Since( "1.0.0" )
abstract def numNonzeros: Int

Find the number of non-zero active values.
Find the number of non-zero active values.

Annotations
@Since( "1.5.0" )
abstract def numRows: Int

Number of rows.
Number of rows.

Annotations
@Since( "1.0.0" )
abstract def transpose: Matrix

Transpose the Matrix.
Transpose the Matrix. Returns a new Matrix instance sharing the same underlying data.

Annotations
@Since( "1.3.0" )

Concrete Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
val isTransposed: Boolean

Flag that keeps track whether the matrix is transposed or not.
Flag that keeps track whether the matrix is transposed or not. False by default.

Annotations
@Since( "1.3.0" )
def multiply(y: Vector): DenseVector

Convenience method for Matrix-Vector multiplication.
Convenience method for Matrix-Vector multiplication.

Annotations
@Since( "1.4.0" )
def multiply(y: DenseVector): DenseVector

Convenience method for Matrix-DenseVector multiplication.
Convenience method for Matrix-DenseVector multiplication. For binary compatibility.

Annotations
@Since( "1.2.0" )
def multiply(y: DenseMatrix): DenseMatrix

Convenience method for Matrix-DenseMatrix multiplication.
Convenience method for Matrix-DenseMatrix multiplication.

Annotations
@Since( "1.2.0" )
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def rowIter: Iterator[Vector]

Returns an iterator of row vectors.
Returns an iterator of row vectors. This operation could be expensive, depending on the underlying storage.

Annotations
@Since( "2.0.0" )
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toArray: Array[Double]

Converts to a dense array in column major.
Converts to a dense array in column major.

Annotations
@Since( "1.0.0" )
def toString(maxLines: Int, maxLineWidth: Int): String

A human readable representation of the matrix with maximum lines and width
A human readable representation of the matrix with maximum lines and width

Annotations
@Since( "1.4.0" )
def toString(): String

A human readable representation of the matrix
A human readable representation of the matrix

Definition Classes
Matrix → AnyRef → Any
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Doc: package linalg

sealed trait Matrix extends Serializable

Abstract Value Members

abstract def apply(i: Int, j: Int): Double

abstract def asML: ml.linalg.Matrix

abstract def colIter: Iterator[Vector]

abstract def copy: Matrix

abstract def numActives: Int

abstract def numCols: Int

abstract def numNonzeros: Int

abstract def numRows: Int

abstract def transpose: Matrix

Concrete Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

val isTransposed: Boolean

def multiply(y: Vector): DenseVector

def multiply(y: DenseVector): DenseVector

def multiply(y: DenseMatrix): DenseMatrix

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

def rowIter: Iterator[Vector]

final def synchronized[T0](arg0: ⇒ T0): T0

def toArray: Array[Double]

def toString(maxLines: Int, maxLineWidth: Int): String

def toString(): String

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped