A python multi-fit library for fitting the data with multiple X fitters.
pymultifit is a library made specifically to tackle one problem, fit the data with multiple fitters.
Fitter implementations include,
Gaussianfitter,SkewedNormalfitter,LogNormalfitter,Exponentialfitter,Laplacefitter, and more.
Every fit can be inspected right away through the fitter's plotter: fit and individual components, residuals, Q-Q plots, bootstrap confidence intervals, prediction intervals and parameter-correlation heatmaps.
Additionally, it provides capabilities to generated n-modal data as well through its generators module.
Along with this, the user can also generate probability distribution data using distributions module.
Using pip: pip install pymultifit
The documentation can be found on readthedocs