GaussPy
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gausspy v1.0
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Welcome to GaussPy’s documentation!
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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
Page Contents
Welcome to GaussPy’s documentation!