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Quantum dropout demo

10

Hi! This demo request refers to [Issue #4929](https://github.com/PennyLaneAI/pennylane/issues/4929) for Pennylane, about implementing dropout for Quantum Neural Networks directly in Pennylane. ------------------------------------------------------------------------------------------------------------ **Title:** Dropout for Quantum Neural Networks **Summary:** In this...

fran-scala

Qubo tutorial

4

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

alejomonbar

raise PL deprecations as errors

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**Context:** we'd like to catch PL deprecation warnings as early as possible, so we can fix them well before feature freeze. We already do this with PL and plugin tests,...

timmysilv

Update Using PennyLane with PySCF and OpenFermion

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**Title:** **Summary:** Updates "Using PennyLane with PySCF and OpenFermion" demo to use pyscf integrals to compute a Hamiltonian. Also mentions the direct access of `molecular_hamiltonian` to PySCF. **Relevant references:** **Possible...

soranjh

[prototype] Error Propagation Demo

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**Intro to Error Propagation with PennyLane** **Summary:** Highlight how a user could "hack" in some simple error tracking and propagation into PennyLane. ---- If you are writing a demonstration, please...

Jaybsoni

Demo RL with pulse programming

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**Title:** Reinforcement learning for gate calibration **Summary:** In this demo we learn how quantum gates are implemented in superconducting quantum circuits in practice. We will understand why we need to...

BorjaRequena

tutorial eqnn force field

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------------------------------------------------------------------------------------------------------------ **Title:** Symmetry-invariant quantum machine learning force fields **Summary:** Tutorial on equivariant QML for learning energy and forces in a H2O molecule **Relevant references:** https://arxiv.org/abs/2311.11362 **Possible Drawbacks:** long to train...

orielkiss

Update tutorial_mol_geo_opt.py

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Remove UserWarning about defining line style two times.

ahojukka5

Add new note from `qml.eigvals` to the tutorial on qubit tapering

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**Title:** Add new note from `qml.eigvals` to the tutorial on qubit tapering **Summary:** In order to clear some previous confusion regarding the eigensprectrum for the charged molecule HeH+ in the...

Jonas-Jaeger

[WIP] Demo on Efficient Simulation of Clifford Circuits

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**Title:** Efficient Simulation of Clifford Circuits **Summary:** Adds a tutorial for utilizing the new Clifford simulation device. **Relevant references:** **Possible Drawbacks:** **Related GitHub Issues:**

obliviateandsurrender