Packages

sealed trait Vector extends Serializable

Represents a numeric vector, whose index type is Int and value type is Double.

Annotations
@Since( "2.0.0" )
Source
Vectors.scala
Note

Users should not implement this interface.

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
DenseVector, SparseVector
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Inherited
  1. Vector
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def argmax: Int

    Find the index of a maximal element.

    Find the index of a maximal element. Returns the first maximal element in case of a tie. Returns -1 if vector has length 0.

    Annotations
    @Since( "2.0.0" )
  2. abstract def numActives: Int

    Number of active entries.

    Number of active entries. An "active entry" is an element which is explicitly stored, regardless of its value. Note that inactive entries have value 0.

    Annotations
    @Since( "2.0.0" )
  3. abstract def numNonzeros: Int

    Number of nonzero elements.

    Number of nonzero elements. This scans all active values and count nonzeros.

    Annotations
    @Since( "2.0.0" )
  4. abstract def size: Int

    Size of the vector.

    Size of the vector.

    Annotations
    @Since( "2.0.0" )
  5. abstract def toArray: Array[Double]

    Converts the instance to a double array.

    Converts the instance to a double array.

    Annotations
    @Since( "2.0.0" )

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def apply(i: Int): Double

    Gets the value of the ith element.

    Gets the value of the ith element.

    i

    index

    Annotations
    @Since( "2.0.0" )
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  7. def compressed: Vector

    Returns a vector in either dense or sparse format, whichever uses less storage.

    Returns a vector in either dense or sparse format, whichever uses less storage.

    Annotations
    @Since( "2.0.0" )
  8. def copy: Vector

    Makes a deep copy of this vector.

    Makes a deep copy of this vector.

    Annotations
    @Since( "2.0.0" )
  9. def dot(v: Vector): Double

    Calculate the dot product of this vector with another.

    Calculate the dot product of this vector with another.

    If size does not match an IllegalArgumentException is thrown.

    Annotations
    @Since( "3.0.0" )
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(other: Any): Boolean
    Definition Classes
    Vector → AnyRef → Any
  12. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  13. def foreachActive(f: (Int, Double) ⇒ Unit): Unit

    Applies a function f to all the active elements of dense and sparse vector.

    Applies a function f to all the active elements of dense and sparse vector.

    f

    the function takes two parameters where the first parameter is the index of the vector with type Int, and the second parameter is the corresponding value with type Double.

    Annotations
    @Since( "2.0.0" )
  14. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  15. def hashCode(): Int

    Returns a hash code value for the vector.

    Returns a hash code value for the vector. The hash code is based on its size and its first 128 nonzero entries, using a hash algorithm similar to java.util.Arrays.hashCode.

    Definition Classes
    Vector → AnyRef → Any
  16. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  17. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  19. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  20. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  21. def toDense: DenseVector

    Converts this vector to a dense vector.

    Converts this vector to a dense vector.

    Annotations
    @Since( "2.0.0" )
  22. def toSparse: SparseVector

    Converts this vector to a sparse vector with all explicit zeros removed.

    Converts this vector to a sparse vector with all explicit zeros removed.

    Annotations
    @Since( "2.0.0" )
  23. def toString(): String
    Definition Classes
    AnyRef → Any
  24. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Members