Gaussian

An \(m \times n\) matrix is Gaussian if each entry is independently drawn from a normal distribution.

C++ API

void Gaussian(Matrix<T> &A, Int m, Int n, T mean = 0, Base<T> stddev = 1)

void Gaussian(AbstractDistMatrix<T> &A, Int m, Int n, T mean = 0, Base<T> stddev = 1)

Sets the matrix A to an \(m \times n\) Gaussian matrix with the specified mean and standard deviation.

void MakeGaussian(Matrix<T> &A, T mean = 0, Base<T> stddev = 1)

void MakeGaussian(AbstractDistMatrix<T> &A, T mean = 0, Base<T> stddev = 1)

Changes each entry to an independent sample from the specified normal distribution.

C API

ElError ElGaussian_s(ElMatrix_s A, ElInt m, ElInt n, float mean, float stddev)

ElError ElGaussian_d(ElMatrix_d A, ElInt m, ElInt n, double mean, double stddev)

ElError ElGaussian_c(ElMatrix_c A, ElInt m, ElInt n, complex_float mean, float stddev)

ElError ElGaussian_z(ElMatrix_z A, ElInt m, ElInt n, complex_double mean, double stddev)

ElError ElGaussianDist_s(ElDistMatrix_s A, ElInt m, ElInt n, float mean, float stddev)

ElError ElGaussianDist_d(ElDistMatrix_d A, ElInt m, ElInt n, double mean, double stddev)

ElError ElGaussianDist_c(ElDistMatrix_c A, ElInt m, ElInt n, complex_float mean, float stddev)

ElError ElGaussianDist_z(ElDistMatrix_z A, ElInt m, ElInt n, complex_double mean, double stddev)

Python API

Gaussian(A, m, n, mean=0, stddev=1)