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pyTailFit - A simple Python program enabling tail-fitting for the analysis of lifetime spectra using least-square optimization.

License: GNU General Public License v3.0

Python 100.00%
tail-fitting levenberg-marquardt lifetime-spectroscopy exponential-decay multi-exponential-decay positron-lifetime-spectra fluorescence-lifetime-spectroscopy least-square-regression analysis-algorithms analysis

pytailfit's Introduction

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pyTailFit

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Copyright (c) 2021 Danny Petschke ([email protected]). All rights reserved.

pyTailFit - A simple Python program enabling tail-fitting for the analysis of lifetime spectra using least-square optimzation.

Quickstart Guide (see example.py)

  • import the 'pyTailFit' module
import pyTailFit as ptf
  • import your data (or generate it synthetically) and apply the fit using pyTailFit ...
__,spectrum  = np.loadtxt('.../test-data.dat', delimiter='\t', skiprows=5, unpack=True, dtype='float')
        
time,data,fit=ptf.tail_fit(spectrum=spectrum[:],no_of_expected_decays=1,no_chn_right_of_peak=400,bin_width_in_ps=8.)

How to cite this Software?

  • You should at least cite the applied version of this program in your study.

You can cite all versions by using the DOI 10.5281/zenodo.5520010. This DOI represents all versions, and will always resolve to the latest one.

DOI

v1.x

pyTailFit v1.0
DOI

License of pyTailFit (GNU General Public License)

Copyright (c) 2021 Danny Petschke ([email protected]) All rights reserved.

This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

For more details see GNU General Public License v3

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