TensorFlow - numpy-like tensor indexing

Question

In numpy, we can do this:

x = np.random.random((10,10))
a = np.random.randint(0,10,5)
b = np.random.randint(0,10,5)
x[         


        

Answer 1

For Tensorflow 0.11, basic indexing has been implemented. More advanced indexing (like boolean indexing) is still missing but apparently is planned for future versions.

Advanced indexing can be tracked with https://github.com/tensorflow/tensorflow/issues/4638