jax.random.uniform#

jax.random.uniform(key, shape=(), dtype=<class 'numpy.float64'>, minval=0.0, maxval=1.0)[source]#

Sample uniform random values in [minval, maxval) with given shape/dtype.

Parameters

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

  • shape (Union[Sequence[int], NamedShape]) – optional, a tuple of nonnegative integers representing the result shape. Default ().

  • dtype (Union[Any, str, dtype, SupportsDType]) – optional, a float dtype for the returned values (default float64 if jax_enable_x64 is true, otherwise float32).

  • minval (Union[Array, ndarray, bool_, number, bool, int, float, complex]) – optional, a minimum (inclusive) value broadcast-compatible with shape for the range (default 0).

  • maxval (Union[Array, ndarray, bool_, number, bool, int, float, complex]) – optional, a maximum (exclusive) value broadcast-compatible with shape for the range (default 1).

Return type

Array

Returns

A random array with the specified shape and dtype.