Examples

Collection of practical examples demonstrating QuScope capabilities.

Code Examples:

• Basic Examples
  • Image Preprocessing
  • Quantum Image Encoding
  • Backend Management
• Advanced Examples
  • Custom Quantum Encoding
  • EELS Analysis Workflow
  • Performance Optimization
• Integration Examples
  • Integration with Matplotlib
  • Integration with Jupyter Notebooks
  • Integration with NumPy and SciPy

🧪 Basic Examples

Simple examples to get you started:

• Quantum Image Encoding: Encode a simple image into quantum circuits

• Backend Setup: Configure quantum simulators and hardware

• Basic Visualization: Plot quantum circuits and measurement results

🚀 Advanced Examples

More complex applications:

• Quantum Edge Detection: Detect edges in images using quantum algorithms

• EELS Spectrum Analysis: Process electron energy loss spectroscopy data

• Quantum Machine Learning: Train quantum models on microscopy data

🔗 Integration Examples

Real-world integration scenarios:

• Workflow Automation: Automated processing pipelines

• Performance Benchmarking: Compare quantum vs classical approaches

• Hardware Deployment: Deploy algorithms on real quantum computers

📖 Example Format

Each example includes:

• Problem Description: What we’re trying to solve

• Code Implementation: Complete, runnable code

• Explanation: Step-by-step breakdown

• Results: Expected outputs and interpretation

• Extensions: Ideas for further exploration

🔧 Running Examples

All examples are designed to run with a basic QuScope installation:

pip install quscope

# Optional: Install additional dependencies for visualization
pip install matplotlib jupyter

📥 Download Examples

You can download all examples from the GitHub repository.

Or clone the entire repository:

git clone https://github.com/robertoreis/quantum_algo_microscopy.git
cd quantum_algo_microscopy/examples