Help protect the Great Barrier Reef with TensorFlow on Kaggle Join Challenge


Returns which elements of x are NaN.

Used in the notebooks

Used in the tutorials


x = tf.constant([5.0, np.nan, 6.8, np.nan, np.inf])
tf.math.is_nan(x) ==> [False, True, False, True, False]

x A Tensor. Must be one of the following types: bfloat16, half, float32, float64.
name A name for the operation (optional).

A Tensor of type bool.

numpy compatibility

Equivalent to np.isnan