jax.random.ball#
- jax.random.ball(key, d, p=2, shape=(), dtype=<class 'float'>)[source]#
Sample uniformly from the unit Lp ball.
Reference: https://arxiv.org/abs/math/0503650.
- Parameters:
key (
Union[Array,ndarray,bool_,number,bool,int,float,complex]) – a PRNG key used as the random key.d (
int) – a nonnegative int representing the dimensionality of the ball.p (
float) – a float representing the p parameter of the Lp norm.shape (
Sequence[int]) – optional, the batch dimensions of the result. Default ().dtype (
Union[str,type[Any],dtype,SupportsDType]) – optional, a float dtype for the returned values (default float64 if jax_enable_x64 is true, otherwise float32).
- Returns:
A random array of shape (*shape, d) and specified dtype.