Examples

This section contains practical examples and tutorials for using Argus in pulsar timing array analysis.

Tutorial Categories

🚀 Getting Started

• Basic Parameter Estimation - Your first PTA analysis
• Loading Data - Working with different data formats

🔬 Advanced Analysis

• Multi-parameter Estimation - Complex parameter inference
• Custom Noise Models - Building specialized noise models
• Gravitational Wave Detection - Detecting and characterizing GW signals

📊 Data Processing

• NANOGrav Analysis - Working with NANOGrav 15-year data
• Mock Data Challenges - IPTA mock data challenge analysis
• Custom Datasets - Preparing your own data

⚡ Performance

• High-Performance Computing - Running on clusters and GPUs
• Optimization Tips - Making your analysis faster

Example Data

Example datasets are available in the repository under data/ directory. These include:

• IPTA Mock Data Challenge datasets
• NANOGrav 15-year data samples
• Preprocessed timing residuals

Interactive Notebooks

Many examples are also available as Jupyter notebooks in the notebooks/ directory of the repository.