neural_tangents.stax.Gaussian

neural_tangents.stax.Gaussian(a=1, b=-1)[source]

Elementwise Gaussian function a * jnp.exp(b * x**2).

Return type:

tuple[InitFn, ApplyFn, LayerKernelFn]

Returns:

(init_fn, apply_fn, kernel_fn).