TensorFlow makes some things difficult in truly baffling ways.
For example, the last time I checked there&#x27;s no built-in way to get gradients w&#x2F;r&#x2F;t say a single weight, rather you get a gradient sum.
So if you want to do anything with the Jacobian (e.g. contractive autoencoders) you are better off using Theano.