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Hybrid Quantum-Classical Machine Learning in TensorFlow

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The previous version of `scripts/test_tutorials.py` did not handle `!pip` commands inside if-then conditionals, and also didn't handle `%` magics. This PR makes some simple changes to the code to make...

This adds information about project conventions and workflows to `CONTRIBUTING.md`, and in support of that, also adds configuration files for more linters and formatters. The biggest change is to `CONTRIBUTING.md`,...

area/docs
area/health
area/devops

The nightly jobs are failing due to running out of disk space. (It's the same problem we had recently with the CI checks workflow.) This PR updates the jobs to...

area/devops

The repository currently does not have pre-commit hook support. Adding pre-commit would help automate code quality checks, enforce consistent formatting, and catch common issues before code is committed. Implementing pre-commit...

kind/feature-request
area/devops

We are pretty excited about the results here: https://arxiv.org/pdf/2509.09033 Would be good to implement a new tutorial for the website showcasing some of these results! Perhaps we could show off...

area/docs
kind/feature-request

The version of NumPy is currently pinned (in `requirements.txt`) to 1.24.2. We should try to support 2.x, if possible. (It may not be possible until we also support TensorFlow >...

area/dependencies
kind/chore
area/python

In issue https://github.com/tensorflow/quantum/issues/56, there is a request for improving the docs: > Would like to +1 this, and ask that it is made clear(er) in the documentation that although `save`...

area/docs
kind/feature-request

It would be good to create an example showing how to do training on a noisy simulator. Pennylane has a good example of this : Tutorial : https://pennylane.ai/qml/demos/tutorial_noisy_circuit_optimization.html API Documentation...

area/docs
kind/feature-request

I am able to fully build the package on my laptop and install the pip wheel. However when I try to import the library in my python file I am...

kind/bug-report
priority/p1
area/installation
platform/mac

By default, TFQ uses qsim when executing circuits. There isn't any good examples that show how to use Cirq Sampler - which makes it difficult to use either the quantum...

area/docs
kind/feature-request
priority/p2