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Numerical Analysis Python Packages

Python packages with the GitHub topic numerical-analysis. Sorted by relevance, with stars and monthly downloads.
oxfordcontrol
qdldl

Python interface to the QDLDL (https://github.com/osqp/qdldl) free LDL factorization routine for quasi-definite linear systems

545K 18 23
numericalalgorithmsgroup
py-bobyqa

Python-based Derivative-Free Optimization with Bound Constraints

26K 93 19
numericalalgorithmsgroup
dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

23K 47 16
Ackrome
matplobblib

The library provides a set of tools and functions for various subject areas, including Analysis and Data Structures (AISD), Probability Theory and Mathematical Statistics (TViMS), Machine Learning (ML), and Numerical Methods (NM).

14K 11 0
Hayashi-Yudai
pykk

Fast Kramers-Kronig transform library written in Rust

10K 3 2
numericalalgorithmsgroup
dfogn

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

1K 24 7
lindonroberts
trustregion

Python trust-region subproblem solvers for nonlinear optimization

1K 30 3
SimpleArt
pymath-interval

The purpose of this Python namespace subpackage is to provide pure-python implementations of precise interval arithmetic.

925 0 1
Abdelrhman-Ellithy
hybridroots

Four novel multi-phase hybrid bracketing algorithms for numerical root finding: Opt.BF (mpbf), Opt.BFMS (mpbfms), Opt.TF (mptf), Opt.TFMS (mptfms). Combines classical methods with modified secant for superior convergence (e.g., mptfms averages 2.3 iterations). Reference DOI: 10.21608/joems.2026.440115.1078

808 0 0
auto-differentiation
xad

High-Performance Automatic Differentiation for Python

707 19 2
ThanasisMattas
mattflow

A CFD python package for the Shallow Water Equations

668 35 7
oliversheridanmethven
pyarv

Python bindings of approximate random variables

621 11 0
muhammadalmaskhan
ncpy

Compact educational Python library for numerical methods

585 4 1
Spectral-Analysis-UPB
pyzeal

Project dealing with the numerical calculation of zeros, poles and residues of holomorphic and meromorphic functions. It aspires to be a PYthon ZEAL (ZEros of AnaLytic functions, a Fortran90 package) successor.

492 5 4
ngripon
sliderplot

Turn a function into an interactive plot with a single line of code

430 0 0
NiMlr
pyfunctionbases

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

385 11 0
njunge94
ode-explorer

A small Python package for ODE solving and mathematical modelling.

341 8 0
ramesaliyev
numerica

Numerical Analysis methods with Python (experimental)

329 26 5
yubocai-poly
dqbee

(TACAS 24) Python Package for disspaitve quadratization, from Paper "Dissipative quadratizations of polynomial ODE systems"

325 3 0
Kaiyangshi-Ito
nonconvexag

Nonconvex Accelerated Gradient Method developed by me; paper published at Statistics and Computing -- "Accelerated gradient methods for sparse statistical learning with nonconvex penalties"

312 1 0
cybergeek1943
mathflow

Like `requests` for mathematical computing, making complex math feel simple.

251 171 2
mwstrand
nanalysis

Numerical analysis algorithms

213 3 0
dudusegovia
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.

185 1 1
mwt
inteq

Solve various integral equations using numerical methods in Python

184 37 3
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