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Quantum Machine Learning

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### Summary This PR includes a notebook that illustrates how to build a qGAN with PyTorch and qiskit-machine-learning resources. ### Details and comments @ElePT Your help and feedback is much...

### Summary Quantum CNN using torch connector following [this](https://www.tensorflow.org/quantum/tutorials/qcnn) tutorial. ### Details and comments @adekusar-drl @dlasecki Your help and feedback are much appreciated! This will fix #408 in future.

Community PR

### What should we add? Terra has implemented new ways to run circuits that may potentially speed up QNN training in the cloud. In this issue we implement a new...

type: feature request

### Summary This PR presents a reference implementation of a `QuantumKernel` (original code by @gentinettagian) that leverages the newly introduced primitives (so far, this class is based on the terra...

### Summary This PR presents a reference implementation of a Qiskit `NeuralNetwork` that leverages the newly introduced primitives (so far, this class is based on the terra interface). It closes...

### What is the expected enhancement? Currently unit test in [TestQSVR](https://github.com/Qiskit/qiskit-machine-learning/blob/main/test/algorithms/regressors/test_qsvr.py) are based on the classification dataset, e.g., labels are `[0, 0, 1, 1]`. Such a dataset is not very...

good first issue
type: enhancement ✨

### Summary Implementation of Quantum K Means as discussed in #232. ### Details and comments This is an initial implementation. Would appreciate your feedback to make any required changes.

on hold
Community PR

### What should we add? I wanted to contribute a new tutorial on Quantum CNN using Pytorch Lightning. I am following [this ](https://www.tensorflow.org/quantum/tutorials/qcnn) approach using jupyter notebooks. The implementation uses...

type: feature request
type: discussion

### What should we add? The goal of this issue is to track the development of the client for the effective dimension runtime program (also under development), as described in...

type: feature request
on hold

Migrate the currently existing QGAN implementation to the new NN interfaces in Qiskit ML: - [ ] Introduce classical NN that implements NN interface - [ ] Add "1 step"...

Changelog: API Change
type: feature request