Welcome to coronalyze Documentation

coronalyze is a JAX-based library for post-processing coronagraphic direct imaging data. It provides SNR calculation, aperture photometry, and yield simulation pipelines.

Getting Started

• Quick Start
  • Creating a Test Image
  • Calculating SNR
  • Visualizing the SNR Method
  • Using the Estimator API for Pipelines
  • Next Steps
• SNR Calculation with coronalyze
  • Test Setup
  • Mawet SNR (Aperture-Based)
  • SNR vs Flux
  • Using Estimators for Pipelines
  • Summary
• Full Pipeline: coronagraphoto + coronalyze
  • Performance Comparison: snr vs snr_map
  • 1. Download Example Data
  • 2. Load Data with coronagraphoto and yippy
  • 3. Setup
  • 4. Simulate Observation
  • 5. PSF Subtraction with coronalyze
  • 6. SNR Analysis: Method 1 - SNR Map
  • 7. SNR Analysis: Method 2 - Known Positions
  • 8. Visualization: Comparing Both Methods
  • Summary

API Reference

• API Reference