jax.random.bernoulli

jax.random.bernoulli(key, p=0.5, shape=None)[source]

Sample Bernoulli random values with given shape and mean.

Parameters

  • key (Union[Any, PRNGKeyArray]) – a PRNG key used as the random key.

  • p (Any) – optional, a float or array of floats for the mean of the random variables. Must be broadcast-compatible with shape. Default 0.5.

  • shape (Union[Sequence[int], NamedShape, None]) – optional, a tuple of nonnegative integers representing the result shape. Must be broadcast-compatible with p.shape. The default (None) produces a result shape equal to p.shape.

Return type

ndarray

Returns

A random array with boolean dtype and shape given by shape if shape is not None, or else p.shape.