Examples

This page contains practical examples of using pranaam in various scenarios. All examples are fully executable Jupyter notebooks that demonstrate best practices.

🚀 Interactive Jupyter Notebooks

The interactive notebooks above contain comprehensive examples covering:

  • Basic Usage: Single and batch predictions, confidence analysis

  • Pandas Integration: DataFrame processing and data analysis workflows

  • CSV Processing: File processing techniques for real-world datasets

  • Performance Benchmarks: Optimization strategies and performance analysis

Each notebook is fully executable and demonstrates best practices for using pranaam in production environments.