I see from your GitHub project you are interested in Python genetic algorithms. The authors of scipy have added a genetic algorithm for initial parameter estimation in curve fitting, the module is named scipy.optimize.differential_evolution.
I have used scipy's Differential Evolution genetic algorithm to determine initial parameters for fitting a double Lorentzian peak equation to Raman spectroscopy data and found that the results were excellent. The GitHub project, with a test spectroscopy data file, is:
ajkerr0
commented
7 years ago
I see from your GitHub project you are interested in Python genetic algorithms. The authors of scipy have added a genetic algorithm for initial parameter estimation in curve fitting, the module is named scipy.optimize.differential_evolution.
I have used scipy's Differential Evolution genetic algorithm to determine initial parameters for fitting a double Lorentzian peak equation to Raman spectroscopy data and found that the results were excellent. The GitHub project, with a test spectroscopy data file, is:
https://github.com/zunzun/RamanSpectroscopyFit
If you have any questions, please let me know. I will be glad to help.
James Phillips