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.
AI-assisted spectrum data visualization and analysis tool built in Rust
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.
Interactive multi-peak curve fitting for spectroscopy, diffraction and other 1-D data. Place peaks, fit them, compare models by a number. Desktop client plus compute server; 13 built-in lineshapes, user-defined formulas, and new models added by registration.
Jupyter Notebook for fitting of Mössbauer spectra
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
Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize.leastsq, and with many additional classes and methods for curve fitting
The core library of prediksicovidjatim
East java timelapse map of COVID-19 case count history and forecast.
Python 3 script for (hassle-free) fitting of Mößbauer (MB) spectra
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