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Quantum Machine Learning

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i would like to get this code working in order to generate RGB images (64x64x3) with GAN in qskit. I started from this code: https://qiskit.org/ecosystem/machine-learning/tutorials/04_torch_qgan.html But this is not for...

type: discussion

#732 noted a failure which manifested when nbconvert 7.14 was released. #733 pinned the version on nbconvert to get CI running again so the notebooks jobs would pass. The issue...

type: documentation 📖
on hold 🛑

### Environment - **Qiskit Machine Learning version**: '0.24.1' - **Python version**: 3.9 - **Operating system**: ### What is happening? Ansatz parameters not getting updated in custom QRNN model using TorchConnector...

type: bug 🐞

# System Requirements - **Qiskit Machine Learning version**: 0.6.1 - **Qiskit**: 0.25.1 - **Python version**: 3.11.4 - **Operating system**: windows 10 # Error when i using binary number list(0,1) as...

type: question 🙋

### What should we add? Related to issue https://github.com/qiskit-community/qiskit-machine-learning/issues/674, this proposes enhancing the documentation of `SamplerQNN` to **explain how to reshape the output via the `interpret=None, output_shape=None` arguments.** ## What...

good first issue
type: enhancement ✨
documentation 📖

Hello, While working with the VQR model, we discovered that the predicted values only fall within the range of [-1, 1]. Surprisingly, this information is only documented in the base...

type: enhancement ✨
documentation 📖

### What should we add? The Sampler and Estimator are being updated with new V2 versions that change the interface and will be available from Qiskit 1.0.0. V1 versions will...

priority: high
type: feature request 💡

### What should we add? Is there any ongoing work on Quantum Bayesian Inference? Otherwise, I am currently working on a framework for quantum Bayesian inference and would like to...

type: feature request 💡

### What is the expected enhancement? VQC & QNN does not allow to implement Sklearn BaseEstimator to be inherited. Hence, we are unable to use Sklearn Gridsearch on VQC &...

type: enhancement ✨

### What should we add? `FidelityStatevectorKernel` is recently introduced and I think adding its implementation to the `03_quantum_kernel.ipynb` would be a good way to highlight it. I'll be happy to...

type: feature request 💡