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Get PR#1179 into dev #1188

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Get PR#1179 into dev #1188

wants to merge 40 commits into from

Commits on May 7, 2024

  1. Merge changes from dev to master (#1092)

    Co-authored-by: GitHub Nightly Merge Action <[email protected]>
    Co-authored-by: Mudit Pandey <[email protected]>
    Co-authored-by: Christina Lee <[email protected]>
    Co-authored-by: Romain Moyard <[email protected]>
    Co-authored-by: Matthew Silverman <[email protected]>
    Co-authored-by: lillian542 <[email protected]>
    Co-authored-by: Tom Bromley <[email protected]>
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: Rashid N H M <[email protected]>
    Co-authored-by: Guillermo Alonso-Linaje <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: CatalinaAlbornoz <[email protected]>
    Co-authored-by: Jay Soni <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: ixfoduap <[email protected]>
    Co-authored-by: Diego <[email protected]>
    Co-authored-by: Utkarsh <[email protected]>
    Co-authored-by: Stepan Fomichev <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Alvaro Ballon <[email protected]>
    Co-authored-by: Diego <[email protected]>
    Co-authored-by: Lee J. O'Riordan <[email protected]>
    Co-authored-by: Korbinian Kottmann <[email protected]>
    Co-authored-by: DanielNino27 <[email protected]>
    Co-authored-by: Paul Finlay <[email protected]>
    Co-authored-by: ashishks0522 <[email protected]>
    Co-authored-by: Mikhail Andrenkov <[email protected]>
    Co-authored-by: David Wierichs <[email protected]>
    Co-authored-by: Diksha Dhawan <[email protected]>
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Commits on May 8, 2024

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Commits on May 14, 2024

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Commits on May 16, 2024

  1. Add MCM introduction to master branch (#1105)

    #1094 was accidentally merged to `dev` instead of `master`. This PR
    applies the squashed commit of #1094 to `master` as well.
    
    Co-authored-by: Guillermo Alonso-Linaje <[email protected]>
    Co-authored-by: Thomas R. Bromley <[email protected]>
    Co-authored-by: Korbinian Kottmann <[email protected]>
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    6 people authored May 16, 2024
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  2. Add covalent to metadata schema (#1102)

    Updates the hardware section of the demo metadata schema to include
    `covalent` as a valid entry.
    
    See XanaduAI/pennylane.ai-react#1400 for
    reference.
    doctorperceptron authored May 16, 2024
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Commits on May 22, 2024

  1. QCBM Tutorial (#1053)

    **Title:**
    Quantum Circuit Born Machines
    **Summary:**
    Introduces the ideas of Quantum Circuit Born Machines (QCBMs) along with
    its gradient-based training. Applies QCBM to learn bars and stripes and
    two peaks dataset.
    **Relevant references:**
    
    [Differentiable Learning of Quantum Circuit Born
    Machine](https://arxiv.org/abs/1804.04168)
    
    **Possible Drawbacks:**
    
    **Related GitHub Issues:**
    
    ----
    If you are writing a demonstration, please answer these questions to
    facilitate the marketing process.
    
    * GOALS — Why are we working on this now?: The purpose is to use
    PennyLane to implement a popular algorithm in unsupervised generative
    modelling based on the paper "Differentiable Learning of Quantum Circuit
    Born Machine".
    
    * AUDIENCE — Who is this for?: The demo provides a gentle introduction
    to QCBMs, making it suitable for beginners. It also targets individuals
    interested in generative modelling with quantum algorithms.
    
    * KEYWORDS — What words should be included in the marketing post?: QCBM,
    QML, MMD, Gradient-based Optimization
    
    * Which of the following types of documentation is most similar to your
    file?
    (more details
    [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8))
        
    - [ ] Tutorial
    - [x] Demo
    - [ ] How-to
    
    ---------
    
    Co-authored-by: Guillermo Alonso-Linaje <[email protected]>
    Co-authored-by: Alvaro Ballon <[email protected]>
    3 people authored May 22, 2024
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Commits on May 23, 2024

  1. Update tutorial_qcbm.metadata.json (#1114)

    updating dates
    KetpuntoG authored May 23, 2024
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Commits on May 29, 2024

  1. Covalent cloud demo (#1115)

    **Title:** Running GPU-accelerated quantum circuit simulations on
    Covalent Cloud using PennyLane
    
    **Summary:**
    
    **Relevant references:**
    
    **Possible Drawbacks:**
    
    **Related GitHub Issues:**
    
    ---------
    
    Co-authored-by: Sankalp Sanand <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    3 people authored May 29, 2024
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Commits on May 31, 2024

  1. Update tutorial_lcu_blockencoding.py (#1122)

    In the block encoding example from [this
    demo](https://pennylane.ai/qml/demos/tutorial_lcu_blockencoding/), the
    resulting matrix does not appear correctly.
    This PR solves the problem.
    KetpuntoG authored May 31, 2024
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Commits on Jun 7, 2024

  1. Lie-sim demo (#1085)

    A demo and discussion of Lie algebraic simulation techniques, i.e.
    papers https://arxiv.org/abs/1012.2873 and
    https://arxiv.org/abs/2308.01432
    
    If you are writing a demonstration, please answer these questions to
    facilitate the marketing process.
    
    If you are writing a demonstration, please answer these questions to
    facilitate the marketing process.
    
    * GOALS — Why are we working on this now?
    g-sim is a hot topic. Most prominently, it shows that systems with
    provably absent barren plateaus can be simulated efficiently. This is
    conceptually interesting, though likely not very relevant in practice
    since the systems for which this is indeed the case are very rare.
    
    * AUDIENCE — Who is this for?
    Quantum researchers, practitioners with a fair understanding. In
    combination with the linked Intro to DLA demo this should also be
    suitable for beginners.
    
    * KEYWORDS — What words should be included in the marketing post?
      - dynamical Lie algebra / Lie groups
      - g-sim
      - barren plateaus
    
    * Which of the following types of documentation is most similar to your
    file?
    (more details
    [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8))
        
    - [ ] Tutorial
    - [x] Demo
    - [ ] How-to
    
    [sc-58429]
    
    ---------
    
    Co-authored-by: GitHub Nightly Merge Action <[email protected]>
    Co-authored-by: Guillermo Alonso-Linaje <[email protected]>
    Co-authored-by: Tom Bromley <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Christina Lee <[email protected]>
    Co-authored-by: Mudit Pandey <[email protected]>
    Co-authored-by: Matthew Silverman <[email protected]>
    Co-authored-by: CatalinaAlbornoz <[email protected]>
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: lillian542 <[email protected]>
    Co-authored-by: Rashid N H M <[email protected]>
    Co-authored-by: Jay Soni <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: ixfoduap <[email protected]>
    Co-authored-by: Diego <[email protected]>
    Co-authored-by: Utkarsh <[email protected]>
    Co-authored-by: Romain Moyard <[email protected]>
    Co-authored-by: Stepan Fomichev <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Alvaro Ballon <[email protected]>
    Co-authored-by: Diego <[email protected]>
    Co-authored-by: Lee J. O'Riordan <[email protected]>
    Co-authored-by: DanielNino27 <[email protected]>
    Co-authored-by: Paul Finlay <[email protected]>
    Co-authored-by: ashishks0522 <[email protected]>
    Co-authored-by: Mikhail Andrenkov <[email protected]>
    Co-authored-by: David Wierichs <[email protected]>
    Co-authored-by: Astral Cai <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
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Commits on Jun 11, 2024

  1. Fix path in figure inclusion syntax (#1128)

    The folder name in the readme figure inclusion syntax was incorrect.
    ikurecic authored Jun 11, 2024
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Commits on Jun 13, 2024

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Commits on Jun 17, 2024

  1. Fix for installation of torch and torchvision on macOS (#1125)

    **Title:**
    Fix for installation of `torch` and `torchvision` on macOS
    
    **Summary:**
    After installing poetry (version 1.8.3) on macOS and running `make
    environment`, you get the following error. Fixing this error will lead
    to a similar one for `torchvision`.
    ```
      - Installing torch (1.13.1+cpu): Failed
    
      RuntimeError
    
      Unable to find installation candidates for torch (1.13.1+cpu)
    
      at ~/.local/pipx/venvs/poetry/lib/python3.12/site-packages/poetry/installation/chooser.py:74 in choose_for
           70│ 
           71│             links.append(link)
           72│ 
           73│         if not links:
        →  74│             raise RuntimeError(f"Unable to find installation candidates for {package}")
           75│ 
           76│         # Get the best link
           77│         chosen = max(links, key=lambda link: self._sort_key(package, link))
           78│ 
     ```
    
    This is because the installer is using the `+cpu` version (despite the fact that the non `+cpu` version is in `pyproject.toml`). Specifying the source seems to fix the issue and the installer proceeds without error.
    
    **Relevant references:**
    
    **Possible Drawbacks:**
    
    **Related GitHub Issues:**
    
    ---------
    
    Co-authored-by: Rashid N H M <[email protected]>
    austingmhuang and rashidnhm authored Jun 17, 2024
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Commits on Jun 18, 2024

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  2. [WIP] [g-sim 3] (g + P)-sim (#1118)

    Merged the approach from #1106
    with the branching approach here. This has neater illustrations anyway 👍
    
    If you are writing a demonstration, please answer these questions to
    facilitate the marketing process.
    
    * GOALS — Why are we working on this now?
    Lie algebras in QC and simulation techniques like g-sim are a hot topic
    due to their relevance to barren plateaus. This is an extension of g-sim
    to a small number of non-DLA gates. It bears some intriguing theoretical
    features but, like g-sim itself, is of rather limited practical
    relevance.
    
    * AUDIENCE — Who is this for?
    This is an expert demo targeted towards people familiar with Lie
    algebras, g-sim in particular.
    
    * KEYWORDS — What words should be included in the marketing post?
      - dynamical Lie algebra / Lie groups
      - g-sim
    
    * Which of the following types of documentation is most similar to your
    file?
    (more details
    [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8))
        
    - [ ] Tutorial
    - [x] Demo
    - [ ] How-to 
    
    [sc-62859]
    
    ---------
    
    Co-authored-by: Ivana Kurečić <[email protected]>
    Qottmann and ikurecic authored Jun 18, 2024
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Commits on Jun 21, 2024

  1. updating image (#1136)

    Changing to a better image
    KetpuntoG authored Jun 21, 2024
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Commits on Jun 24, 2024

  1. Update old Codebook links and mentions on pennylane.ai (#1138)

    As described in Shortcut.
    
    Note that this update does not include the following:
    * tutorial_apply_qsvt (node not yet available)
    * tutorial_fermionic_operators (node not yet available)
    * tutorial_teleportation (node not yet available)
    
    I have also fixed some language issues that I saw along the way.
    ikurecic authored Jun 24, 2024
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Commits on Jul 2, 2024

  1. [sc-63358] How to use Qiskit 1.0 with PennyLane (#1104)

    **Title:** How to use Qiskit 1.0 with PL
    
    Shortcut:
    https://app.shortcut.com/xanaduai/story/63358/how-to-how-to-use-qiskit-1-0-with-pennylane
    
    ---------
    
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    4 people authored Jul 2, 2024
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Commits on Jul 3, 2024

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  3. exclude demonstrations_categories.metadata.json from upload-text

    …workflow (#1140)
    
    It's not useful metadata and breaks the schema a little bit
    michaelvu97 authored Jul 3, 2024
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Commits on Jul 5, 2024

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Commits on Jul 9, 2024

  1. Sync dev to master (#1155)

    This is the sync from dev to master for the v0.37 release.
    
    ---------
    
    Co-authored-by: GitHub Nightly Merge Action <[email protected]>
    Co-authored-by: Guillermo Alonso-Linaje <[email protected]>
    Co-authored-by: Tom Bromley <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Christina Lee <[email protected]>
    Co-authored-by: Mudit Pandey <[email protected]>
    Co-authored-by: Matthew Silverman <[email protected]>
    Co-authored-by: CatalinaAlbornoz <[email protected]>
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: lillian542 <[email protected]>
    Co-authored-by: Rashid N H M <[email protected]>
    Co-authored-by: Jay Soni <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: ixfoduap <[email protected]>
    Co-authored-by: Diego <[email protected]>
    Co-authored-by: Utkarsh <[email protected]>
    Co-authored-by: Romain Moyard <[email protected]>
    Co-authored-by: Stepan Fomichev <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Alvaro Ballon <[email protected]>
    Co-authored-by: Diego <[email protected]>
    Co-authored-by: Lee J. O'Riordan <[email protected]>
    Co-authored-by: Korbinian Kottmann <[email protected]>
    Co-authored-by: DanielNino27 <[email protected]>
    Co-authored-by: Paul Finlay <[email protected]>
    Co-authored-by: ashishks0522 <[email protected]>
    Co-authored-by: Mikhail Andrenkov <[email protected]>
    Co-authored-by: David Wierichs <[email protected]>
    Co-authored-by: Diksha Dhawan <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    Co-authored-by: WrathfulSpatula <[email protected]>
    Co-authored-by: Olivia Di Matteo <[email protected]>
    Co-authored-by: Pietropaolo Frisoni <[email protected]>
    Co-authored-by: Ahmed Darwish <[email protected]>
    Co-authored-by: Michael Vu <[email protected]>
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Commits on Jul 10, 2024

  1. (Offline) Qrack tutorial (#1142)

    **Title:**
    The Qrack device back end (with Catalyst)
    
    **Summary:**
    In this tutorial you will learn how to use the Qrack device back end for
    PennyLane and Catalyst, and you'll learn certain suggested cases of use
    where Qrack might particularly excel at delivering lightning-fast
    performance or minimizing required memory resources. (See #1137: this
    recreates the PR for further review)
    
    **Relevant references:**
    https://github.com/unitaryfund/qrack
    https://github.com/unitaryfund/pyqrack
    https://arxiv.org/abs/2304.14969
    
    **Possible Drawbacks:**
    Not all users might have Catalyst installed, and this tutorial will
    require Catalyst v0.7 or later.
    
    ----
    If you are writing a demonstration, please answer these questions to
    facilitate the marketing process.
    
    * GOALS — Why are we working on this now?
    
    The Catalyst and Unitary Fund teams are working together to update the
    Qrack PennyLane device back end (based on open-source code reuse from
    the Qulacs device and original work with Qrack and Catalyst) to make use
    of the Catalyst compiler and potentially achieve leading performance on
    a wide range of `qml.qnode` subroutine qubit widths and applications.
    Notably, Qrack automatically switches between CPU-based and GPU-used
    based simulation methods as appropriate to maximize overall performance,
    whether circuits are wide enough to benefit from thousands of parallel
    work items in a job dispatched to a GPU. The Qrack device back end is
    also open source and can serve as an example or basis for other
    simulator device back ends that may reuse its code.
    
    
    * AUDIENCE — Who is this for?
    
    The potential audience includes researchers, educators, students,
    hobbyists, and anyone with an interest in faster and more efficient
    quantum computer simulation in PennyLane.
    
    
    * KEYWORDS — What words should be included in the marketing post?
    
    GPU, high-performance computing (HPC), hybrid CPU/GPU, near-Clifford
    simulation, quantum binary decision diagrams (QBDD), vendor-agnostic GPU
    support (OpenCL), optional CUDA
    
    * Which of the following types of documentation is most similar to your
    file?
    (more details
    [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8))
        
    - [ ] Tutorial
    - [x] Demo
    - [ ] How-to
    
    ---------
    
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    4 people authored Jul 10, 2024
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  2. Fixing link typo (#1157)

    ikurecic authored Jul 10, 2024
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Commits on Jul 19, 2024

  1. Update error mitigation demo to use split_non_commuting (#1162)

    `hamiltonian_expand` is deprecated and so the demo is being updated to
    use the unified `split_non_commuting` interface instead.
    
    [[sc-64018](https://app.shortcut.com/xanaduai/story/64018)]
    Shiro-Raven authored Jul 19, 2024
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Commits on Jul 22, 2024

  1. [sc-68716] Your guide to PennyLane knowing Qiskit (#1117)

    **Title:** Your Guide to PennyLane if You Know Qiskit
    
    
    https://app.shortcut.com/xanaduai/story/68716/your-guide-to-pennylane-if-you-know-qiskit-demo
    
    * Which of the following types of documentation is most similar to your
    file?
    (more details
    [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8))
        
    - [x] Tutorial
    - [ ] Demo
    - [ ] How-to
    
    ---------
    
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: soranjh <[email protected]>
    Co-authored-by: Austin Huang <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    5 people authored Jul 22, 2024
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Commits on Jul 23, 2024

  1. sc-69242-create-how-to-category-in-qml-repository (#1163)

    ## Changes
    - Add `How-To` category in JSON schema
    
    ---------
    
    Co-authored-by: Ivana Kurečić <[email protected]>
    ashishks0522 and ikurecic authored Jul 23, 2024
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Commits on Jul 24, 2024

  1. Add How-to category to select PennyLane Demos (#1168)

    As described in associated story.
    
    Related to #1163 
    
    Please note I added a metadata description — do add suggestions if a
    change is necessary.
    ikurecic authored Jul 24, 2024
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Commits on Jul 25, 2024

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Commits on Jul 26, 2024

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Commits on Jul 29, 2024

  1. update-sphinx-gallery-version (#1174)

    ## Changes
    - Fixed `sphinx-gallery` version up to `0.12.2` as the newer version was
    causing the build to fail.
    -
    [Context](https://xanaduhq.slack.com/archives/C03FRM3RCCV/p1722247157554599)
    
    ## Verification
    - All checks pass in the PR preview ✅ 
    - PR preview
    https://qml-build-previews.pennylane.ai/pull_request_build_preview/1174/qml/demonstrations/
    ashishks0522 authored Jul 29, 2024
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Commits on Aug 2, 2024

  1. Corrected links in old Demos (#1173)

    Fixing issues with links to in-page section anchors.
    
    ---------
    
    Co-authored-by: Ashish Kanwar Singh <[email protected]>
    ikurecic and ashishks0522 authored Aug 2, 2024
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Commits on Aug 5, 2024

  1. Clean up PennyLane Demo thumbnail assets (#1159)

    ### Before submitting
    
    
    As described in story.
    ikurecic authored Aug 5, 2024
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Commits on Aug 6, 2024

  1. Shadow Hamiltonian Simulation (#1177)

    Shadow Hamiltonian Simulation Rapid demo [sc-70411]
    
    First example / draft
    
    ---------
    
    Co-authored-by: Alvaro Ballon <[email protected]>
    Co-authored-by: Josh Izaac <[email protected]>
    Co-authored-by: David Wierichs <[email protected]>
    Co-authored-by: Ivana Kurečić <[email protected]>
    Co-authored-by: Isaac De Vlugt <[email protected]>
    6 people authored Aug 6, 2024
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  2. Reproduce Sphinx-Gallery Failure (#1179)

    ### 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).
    
    - [ ] Remember to do a grammar check of the content you include.
    - [ ] All tutorials conform to
          [PEP8 standards](https://www.python.org/dev/peps/pep-0008/).
          To auto format files, simply `pip install black`, and then
          run `black -l 100 path/to/file.py`.
    
    When all the above are checked, delete everything above the dashed
    line and fill in the pull request template.
    
    
    ------------------------------------------------------------------------------------------------------------
    
    **Title:**
    
    **Summary:**
    
    **Relevant references:**
    
    **Possible Drawbacks:**
    
    **Related GitHub Issues:**
    
    ----
    If you are writing a demonstration, please answer these questions to
    facilitate the marketing process.
    
    * GOALS — Why are we working on this now?
    
    *Eg. Promote a new PL feature or show a PL implementation of a recent
    paper.*
    
    
    * AUDIENCE — Who is this for?
    
    *Eg. Chemistry researchers, PL educators, beginners in quantum
    computing.*
    
    
    * KEYWORDS — What words should be included in the marketing post?
    
    
    * Which of the following types of documentation is most similar to your
    file?
    (more details
    [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8))
        
    - [ ] Tutorial
    - [ ] Demo
    - [ ] How-to
    rashidnhm authored Aug 6, 2024
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Commits on Aug 8, 2024

  1. Update "Using PennyLane with IBM’s quantum devices and Qiskit" (#1143)

    **Title:**
    "Using PennyLane with IBM’s quantum devices and Qiskit"
    
    **Summary:**
    This demo has been not functional ever since vqe_runner was removed and
    deprecated. This PR aims to update the demo to allow users to run VQE
    with IBM hardware by utilizing the pennylane-qiskit plugin.
    
    **Relevant references:**
    
    https://app.shortcut.com/xanaduai/story/67063/update-using-pennylane-with-ibm-s-quantum-devices-and-qiskit
    
    **Possible Drawbacks:**
    
    **Related GitHub Issues:**
    
    ---------
    
    Co-authored-by: Utkarsh <[email protected]>
    austingmhuang and obliviateandsurrender authored Aug 8, 2024
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