Least Squares Python Packages

pyneqsys

Solve symbolically defined systems of non-linear equations numerically.

dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

symfit

Symbolic Fitting; fitting as it should be.

xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

cvmatrix

Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm and Jensen (2025).

lsq-ellipse

Fitting an Ellipse using a Least Squares method, in Python

dfogn

DFO-GN: Derivative-Free Optimization using Gauss-Newton

lsqfitgp

A general purpose Gaussian process regression module

wlsqm

Weighted least squares meshless interpolator and differentiator. Py3.11-3.14.

py-minisam

Pure python implementation of minisam.

regressionizer

Python package with a class that allows pipeline-like specification and execution of regression workflows.

equadratures

Polynomial approximations

hillfit

Fitting the Hill Equation to Experimental Data

fir1

FIR & LMS filter implementation in C++ with Python & JAVA wrappers

tiny-solver

General factor graph solver in rust

pytmpinv

Tabular Matrix Problems via Pseudoinverse Estimation

pyclsp

A modular two-step convex optimization estimator for ill-posed problems

pyfunctionbases

A Python module to compute multidimensional arrays of evaluated (orthogonal) functions.

pylppinv

Linear Programming via Regularized Least Squares

jaxfit

GPU/TPU accelerated nonlinear least-squares curve fitting using JAX

fitting-toolkit

A python package for modelling data with a high degree of flexibillity and control.

linacon

Linear Algebra in your CLI yayo!

mmq-high-precision

Solução robusta para o Método dos Mínimos Quadrados em Python. Projetada para ajustar polinômios de grau alto (10+) sem divergência. Integra aritmética de precisão infinita, correção automática para falta de dados e estabilização de matrizes mal-condicionadas. Ideal para modelagem matemática onde o NumPy padrão falha por erros de arredondamento.

pyrobustregressionlib

a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.