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Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

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The [optimization section](https://pennylane.ai/qml/demos/tutorial_qubit_rotation/#optimization) of the qubit rotation demo is worded as if the demo was still using the default NumPy/Autograd interface. We need to update the wording to actually match...

good first issue

The `update-dev` action keeps failing due to unrelated histories between the `dev` and `master` branches, and the third party action used for the nightly merge does not include any options...

Title: Update qchem demos to be JAX or JAX/JIT compatible Summary: As we phase out autograd, we need to ensure that our current qchem demos can work with either vanilla...

**Title:** How to Quantum Just-In-Time Compile Grover's Algorithm with Catalyst **Summary:** This demo uses the existing [Grover's Algorithm](https://pennylane.ai/qml/demos/tutorial_grovers_algorithm/) tutorial to describe how to just-in-time (JIT) compile a quantum circuit using...

Doesn't build due to the fact that [this PR](https://github.com/PennyLaneAI/pennylane/pull/6096) is not yet merged. JSON files need to be updated as well. **Summary:** Fixes remaining demos that checked for requires_grad. Won't...

**Title:** The KAK theorem **Summary:** The KAK theorem is a group theoretical tool to decompose operators into a sequence of smaller operators. It brings an abstract mathematical structure to direct...

**Title:** How to import noise models from Qiskit **Summary:** Importing and creating noise models in PennyLane using the noise models in Qiskit **Issue:** [sc-75668] ---- If you are writing a...

**Title:** How to use Quantum Arithmetic Operators [sc-74430] **Summary:** We show how to load a function into a quantum computer using Pennylane arithmetic operators. ---- If you are writing a...

### Before submitting Please complete the following checklist when submitting a PR: - [ ] Ensure that your tutorial executes correctly, and conforms to the guidelines specified in the [README](../README.md)....