Welcome to Lumafit’s Documentation!

… py:module:: lumafit

Lumafit: A Numba-accelerated Levenberg-Marquardt Fitting Library.

This library provides functions for performing non-linear least squares fitting using the Levenberg-Marquardt algorithm, with emphasis on performance acceleration via Numba JIT compilation and parallel execution. It is particularly suited for fitting large numbers of curves, such as pixel-wise fitting in 3D image data.

Lumafit is a Numba-accelerated Levenberg-Marquardt fitting library optimized for performance… (Add your project description here)

This documentation provides details on installation, usage, and the API reference.

Contents:

• Usage Guide
  • Installation
  • Basic Curve Fitting Example
  • Pixel-wise Fitting
• References
• API Reference
  • lumafit

Indices and tables

• Index

• Module Index

• Search Page