jax.random.uniformΒΆ

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

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

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

  • minval (Any) – optional, a minimum (inclusive) value broadcast-compatible with shape for the range (default 0).

  • maxval (Any) – optional, a maximum (exclusive) value broadcast-compatible with shape for the range (default 1).

Return type

ndarray

Returns

A random array with the specified shape and dtype.