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GaussianMatrixGenerator

oxicuda_rand::matrix_gen

Struct GaussianMatrixGenerator 

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pub struct GaussianMatrixGenerator;
Expand description

Generates matrices with independent and identically distributed Gaussian entries.

Each entry is drawn from N(mean, stddev^2) using the Box-Muller transform applied to a SplitMix64 PRNG.

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impl GaussianMatrixGenerator

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pub fn generate( rows: usize, cols: usize, mean: f64, stddev: f64, seed: u64, ) -> RandomMatrix

Generates an rows x cols matrix with i.i.d. Gaussian entries.

§Arguments
  • rows - Number of rows
  • cols - Number of columns
  • mean - Mean of the Gaussian distribution
  • stddev - Standard deviation of the Gaussian distribution
  • seed - Random seed

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