Welcome to GaussPy’s documentation!

• Introduction
• Installation
  • Download GaussPy
  • Dependencies
  • Optional Dependencies
  • Installing GaussPy
• Simple Example Tutorial
  • Constructing a GaussPy-Friendly Dataset
  • Running GaussPy
  • Plot Decomposition Results
• Multiple Gaussians Tutorial
  • Constructing a GaussPy-Friendly Dataset
  • Running GaussPy
  • Plot Decomposition Results
• Training AGD
  • Creating a Synthetic Training Dataset
  • Training the Algorithm
  • Running GaussPy using Trained \(\alpha\)
• Two-Phase Decompositon
  • Training for Two Phases: \(\alpha_1\) and \(\alpha_2\)
• Prepping a Datacube
  • Storing Data cube in GaussPy-Friendly Format
  • Creating a Synthetic Training Dataset
  • Training AGD to Select \(\alpha\) values
  • Decomposing the Datacube
• Application: 21 cm Absorption & Emission Fit
  • Simultaneous Decomposition
• Behind the Scenes
  • Basic concepts
  • Dealing with noise
  • Two phases
  • An alternative approach