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Hybrid Quantum-Classical Machine Learning in TensorFlow
There are a couple issues with the old SGD: 1. Too slow compared to the other differentiators 2. Interface is cluttered To resolve these concerns, we need to split these...
A common task for first time users of TFQ is to try and encode classical data into quantum circuits. It would be good if TFQ has some out-of-box encoders based...
In the past, subsampling of PauliTerms from input PauliSums was taken care of by an option in the [SGDifferentiator module](https://github.com/tensorflow/quantum/blob/dd209265ea32d00fb9b38682b89b0556204b9ce0/tensorflow_quantum/python/differentiators/stochastic_differentiator.py#L38). However, there were a few issues with its implementation there:...
It is a simple function, but currently `padded_to_ragged2d` isn't unit tested.
Hi, I'd like to look at contributing to this project. Any issues I could take up as a newcomer?
Bumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.1 to 0.6.2. Release notes Sourced from pyasn1's releases. Release 0.6.2 It's a minor release. Fixed continuation octet limits in OID/RELATIVE-OID decoder (CVE-2026-23490). Added support for Python...
Summary - Update TensorFlow Quantum build to support TensorFlow 2.17.1. - Align Eigen with TensorFlow 2.17.1’s pinned revision to fix Tensor/Tensor.h build incompatibility. - Define essential requirements in `requirements.in` and...
This adds a new subdirectory `release/docker/` that contains a `Dockerfile` and a script to create Docker images. These are useful for testing TensorFlow Quantum builds in more isolated environments with...
These new scripts in `release/` encapsulate instructions from Michael Broughton about how to build new distributions of TensorFlow Quantum. The file `release/README.md` describes how to use them. There are unit...
Currently, `twine check` on a TFQ wheel produces the following warning: ``` Checking tensorflow_quantum-0.7.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl: PASSED with warnings WARNING `long_description_content_type` missing. defaulting to `text/x-rst`. ``` It is trivial enough to set...