lmfit

Automatic parametric modeling with symbolic regression

📊📈🔬 SpectraFit is a command-line and Jupyter-notebook tool for quick data-fitting based on the regular expression of distribution functions.

A Python framework for the batch processing and deconvolution of Raman spectra of carbonaceous materials.

Sculptor - Interactive modeling of (electromagnetic) astronomical spectra.

Generic tool dedicated to fit spectra in python

Fit lmfit models to xarray objects

This repository contains the code Profiler, a Python program for decomposing galaxy light profiles in 1D

CurveSimulator is a reliable n-Body Python package for fast and flexible Orbital Parameter Determination (MCMC). It can also generate highly configurable videos for teaching, public outreach, and scientific insight.

Modelled COVID-19 pandemic with a system of 9 first order differential equations. The system was fitted to the values of the pandemic in Italy, UK, India, Brazil and Sweden, and numerically solved using MCMC statistical methods in python’s lmfit module. Estimates of the real number of infected people and predictions for the future were then made.

Doppler-free rubidium spectroscopy: frequency calibration, Gaussian and Lorentzian fitting, and hyperfine-structure analysis, with laboratory results and recovered Python code.

Codes to calculate Temperature and Density from the lines ratio of certain ions in the narrow line region of a given AGN

Scripts for creation of response files for seismic devices

Curve fitting made easy: one call, one fit, one report you can trust.

The core library of prediksicovidjatim

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize.leastsq, and with many additional classes and methods for curve fitting

Python 3 script for (hassle-free) fitting of Mößbauer (MB) spectra

Easily calibrate Mößbauer (MB) spectra

XPS / UPS spectra GUI tool with deep-learning auto peak fitting. CNN1Dv2 + lmfit refinement for C 1s / N 1s / O 1s / S 2p / F 1s, with spin-orbit doublet constraint.

Python package for loading, analysing and plotting spectroscopic data: Raman, photoluminescence (steady-state and time-resolved), absorption and XPS depth profiles.