satlas2 0.2.7

Fitting package aimed at laser spectroscopy

SATLAS2 -- Statistical Analysis Toolbox for Laser Spectroscopy Version 2

Purpose

Contributors:

• Ruben de Groote ([e-mail])
• Wouter Gins ([e-mail])
• Bram van den Borne ([e-mail])

An updated version of the satlas package. A different architecture of the code is used, resulting in a speedup of roughly 2 orders of magnitude in fitting, with increased support for simultaneous fitting and summing models. Documentation can be found here.

Dependencies

This package makes use of the following packages:

• NumPy
• Matplotlib
• SciPy
• h5py
• emcee
• sympy
• LMFIT
• numdifftools
• uncertainties
• tqdm
• pandas

Only Python 3.x is supported! Parts of the code have been based on other resources; this is signaled in the documentation when this is the case. Inspiration has been drawn from the triangle.py script, written by Dan Foreman-Mackey et al., for the correlation plot code.

Installation

A package is available on PyPi, so 'pip install satlas2' should provide a working environment.