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Toolkit for training quantum kernels in machine learning applications

Results 7 prototype-quantum-kernel-training issues
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I was hoping to make the latest version tests fail if they emit any warning (particularly a deprecation warning). However, it looks like nbmake currently does not support this, so...

Hi! First, I'd like to congratulate the team for the work described in the repository, it's been a really interesting reading. Navigating through it I found that there's only 2...

enhancement

- [ ] Change [qiskit_machine_learning.kernels.QuantumKernel.user_parameters](https://github.com/Qiskit/qiskit-machine-learning/blob/e971f8e2de14c69751b21ec83818303f463a395d/qiskit_machine_learning/kernels/quantum_kernel.py#L56) field to something else, maybe kernel_parameters or training_parameters. Open to suggestions - [ ] Ensure QuantumKernel , QuantumKernelTrainer , and [qiskit_machine_learning.utils.loss_functions.SVCLoss](https://github.com/Qiskit/qiskit-machine-learning/blob/e971f8e2de14c69751b21ec83818303f463a395d/qiskit_machine_learning/utils/loss_functions/kernel_loss_functions.py#L69) source are updated to...

**Describe the bug** The notebook tests stall indefinitely in CI when running ubuntu-latest/py310. **To Reproduce** Add py310 to the test_linux workflow in .github/workflows/tests.yml **Expected behavior** The tests should run quickly,...

The bug report issue template should prompt the user to include information about the operating system and python version being used.

Reviewing the [installation guide](https://github.com/IBM-Quantum-Prototypes/quantum-kernel-training/blob/main/docs/installation_guide.md) (which [might soon change locations](https://github.com/IBM-Quantum-Prototypes/quantum-kernel-training/pull/17)), I noticed a few things and have some suggestions: - The guide should suggest upgrading pip (i.e., running `pip install -U...

**Describe the bug** A clear and concise description of what the bug is. **To Reproduce** Give some steps that show the bug. A minimal working example of code with output...