Packages

object DenseMatrix extends Serializable

Annotations
@Since( "2.0.0" )
Source
Matrices.scala
Linear Supertypes
Serializable, Serializable, AnyRef, Any
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  1. DenseMatrix
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Value Members

  1. def diag(vector: Vector): DenseMatrix

    Generate a diagonal matrix in DenseMatrix format from the supplied values.

    Generate a diagonal matrix in DenseMatrix format from the supplied values.

    vector

    a Vector that will form the values on the diagonal of the matrix

    returns

    Square DenseMatrix with size values.length x values.length and values on the diagonal

    Annotations
    @Since( "2.0.0" )
  2. def eye(n: Int): DenseMatrix

    Generate an Identity Matrix in DenseMatrix format.

    Generate an Identity Matrix in DenseMatrix format.

    n

    number of rows and columns of the matrix

    returns

    DenseMatrix with size n x n and values of ones on the diagonal

    Annotations
    @Since( "2.0.0" )
  3. def ones(numRows: Int, numCols: Int): DenseMatrix

    Generate a DenseMatrix consisting of ones.

    Generate a DenseMatrix consisting of ones.

    numRows

    number of rows of the matrix

    numCols

    number of columns of the matrix

    returns

    DenseMatrix with size numRows x numCols and values of ones

    Annotations
    @Since( "2.0.0" )
  4. def rand(numRows: Int, numCols: Int, rng: Random): DenseMatrix

    Generate a DenseMatrix consisting of i.i.d. uniform random numbers.

    Generate a DenseMatrix consisting of i.i.d. uniform random numbers.

    numRows

    number of rows of the matrix

    numCols

    number of columns of the matrix

    rng

    a random number generator

    returns

    DenseMatrix with size numRows x numCols and values in U(0, 1)

    Annotations
    @Since( "2.0.0" )
  5. def randn(numRows: Int, numCols: Int, rng: Random): DenseMatrix

    Generate a DenseMatrix consisting of i.i.d. gaussian random numbers.

    Generate a DenseMatrix consisting of i.i.d. gaussian random numbers.

    numRows

    number of rows of the matrix

    numCols

    number of columns of the matrix

    rng

    a random number generator

    returns

    DenseMatrix with size numRows x numCols and values in N(0, 1)

    Annotations
    @Since( "2.0.0" )
  6. def zeros(numRows: Int, numCols: Int): DenseMatrix

    Generate a DenseMatrix consisting of zeros.

    Generate a DenseMatrix consisting of zeros.

    numRows

    number of rows of the matrix

    numCols

    number of columns of the matrix

    returns

    DenseMatrix with size numRows x numCols and values of zeros

    Annotations
    @Since( "2.0.0" )