Eigen decomposition of Hermitian mlx arrays

Eigen decomposition of Hermitian mlx arrays

Usage

mlx_eigh(x, uplo = c("L", "U"))

Arguments

x

An mlx matrix (2-dimensional array).

uplo

Character string indicating which triangle to use ("L" or "U").

Value

A list with components values and vectors.

See also

mlx.linalg.eigh

Examples

x <- as_mlx(matrix(c(2, 1, 1, 3), 2, 2))
mlx_eigh(x)
#> $values
#> mlx array [2]
#>   dtype: float32
#>   device: gpu
#>   values:
#> [1] 1.381966 3.618034
#> 
#> $vectors
#> mlx array [2 x 2]
#>   dtype: float32
#>   device: gpu
#>   values:
#>            [,1]      [,2]
#> [1,] -0.8506508 0.5257311
#> [2,]  0.5257311 0.8506508
#>