jax.numpy.not_equal#

jax.numpy.not_equal(x,y,/)[source]#

Returns element-wise truth value ofx!=y.

JAX implementation ofnumpy.not_equal. This function provides theimplementation of the!= operator for JAX arrays.

Parameters:

• x (ArrayLike) – input array or scalar.

• y (ArrayLike) – input array or scalar.x andy should either have same shape or bebroadcast compatible.

Returns:

A boolean array containingTrue where the elements ofx!=y andFalse otherwise.

Return type:

Array

See also

• jax.numpy.equal(): Returns element-wise truth value ofx==y.

• jax.numpy.greater_equal(): Returns element-wise truth value ofx>=y.

• jax.numpy.less_equal(): Returns element-wise truth value ofx<=y.

• jax.numpy.greater(): Returns element-wise truth value ofx>y.

• jax.numpy.less(): Returns element-wise truth value ofx<y.

Examples

>>>jnp.not_equal(0.,-0.)Array(False, dtype=bool, weak_type=True)>>>jnp.not_equal(-2,2)Array(True, dtype=bool, weak_type=True)>>>jnp.not_equal(1,1.)Array(False, dtype=bool, weak_type=True)>>>jnp.not_equal(5,jnp.array(5))Array(False, dtype=bool, weak_type=True)>>>x=jnp.array([[1,2,3],...[4,5,6],...[7,8,9]])>>>y=jnp.array([1,5,9])>>>jnp.not_equal(x,y)Array([[False,  True,  True],       [ True, False,  True],       [ True,  True, False]], dtype=bool)>>>x!=yArray([[False,  True,  True],       [ True, False,  True],       [ True,  True, False]], dtype=bool)