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Hybrid Quantum-Classical Machine Learning in TensorFlow

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There are some references to old issues in the repo. In particular #679 seems to show up a lot and have something to do with handling empty Program protos in...

kind/chore
area/code-health

It was pointed out in #256 by @refraction-ray that once we had implemented the adjoint differentiation scheme, it might be possible for us to make our `calculate_state` op differentiable as...

kind/feature-request
status/needs-design

This PR adds `tfq.math.inner_product_hessian()` based on adjoint hessian reverse-mode calculation. It's independent of TensorFlow's Jacobian routine, so you can get the Hessian directly without `tf.GradientTape`. **Note**: due to the large...

kind/feature-request

This is the first PR to support hessian in TFQuantum. This PR has lots of populating hessian for given parameterized gates.

kind/feature-request

In this document the `correct` word repeated twice

area/docs

Resolves #507

area/dependencies
area/code-health

Add a TF Quantum example for beginners to get started with TF Quantum. The notebook demonstrates the following pretty simple operations- - Placing a Qubit - Working with simple quantum...

area/docs

Closes #325 I have written a new tutorial/example jupyter notebook for implementing a qGAN using TFQ and TF-GAN. However, I have been stuck for a while trying to actually get...

area/docs