Gaussian Initialiser

gaussian_init_type

gaussian_init_type(mean=0.0, std=1.0)

Draws samples from a normal (Gaussian) distribution with specified mean and standard deviation.

\[W \sim \mathcal{N}(\mu, \sigma^2)\]

Arguments

  • mean (real): Mean of the distribution. Default: 0.0.

  • std (real): Standard deviation of the distribution. Default: 1.0.

Shape:

Initialises weights based on the shape provided during layer setup.

Notes:

Also accessible as normal_init_type for convenience.