Numerical Analysis Python Packages

qdldl

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

628K 18 23

dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

24K 47 16

py-bobyqa

Python-based Derivative-Free Optimization with Bound Constraints

21K 93 19

pykk

Kramers-Kronig transform for Python written in Rust

5K 3 2

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).

4K 11 0

dfogn

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

2K 24 7

trustregion

Python trust-region subproblem solvers for nonlinear optimization

995 30 3

hybridroots

This repository contains the official implementation, experiments, and results for the paper "Four New Multi-Phase Hybrid Bracketing Algorithms for Numerical Root Finding", published in the Journal of the Egyptian Mathematical Society (JOEM) via Springer.

925 0 0

pyarv

Approximate random variables

696 11 0

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.

566 5 4

pymath-interval

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

508 0 1

kannan-nystrom

Reference implementation of the Kannan-stable Picard-Nystrom iteration for discontinuous threshold integral equations

475 0 0

mattflow

A numerical CFD solver for the Shallow Water Equations

470 35 7

ncpy

Compact educational Python library for numerical methods

412 4 1

xad

High-Performance Automatic Differentiation for Python

406 19 2

dqbee

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

369 3 0

sliderplot

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

337 0 0

numerica

Numerical analysis methods implemented in Python.

288 26 5

pyfunctionbases

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

270 11 0

nonconvexag

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

256 1 0