😎 Curated list of awesome software for numerical analysis and scientific computing
-
Updated
Oct 17, 2025 - Python
#
numerical-analysis
Here are 293 public repositories matching this topic...
A minimal Stable Fluids inspired fluid solver with Python and NumPy.
-
Updated
Jan 11, 2022 - Python
Like `requests` for mathematical computing, making complex math feel simple.
calculator calculus analysis numpy mathematics scipy numerical-methods sympy symbolic-expressions numerical-analysis symbolic-math python-math
-
Updated
Nov 19, 2025 - Python
Numerical Analysis code from the Oscar Veliz YouTube Channel
root-finding numerical-analysis taylor-series newtons-method power-method newton-fractal fixed-point-iteration bisection-method false-position-method muller-s-method secant-method steffensen-s-method wegstein-s-method durand-kerner brent-dekker aberth-ehrlich laguerre-s-method halley-s-method householder-s-method machin-like-forumla
-
Updated
Sep 2, 2025 - Python
Numerical methods implementation in Python.
python newton linear-systems differential-equations numerical-methods taylor numerical-analysis runge-kutta
-
Updated
Sep 1, 2025 - Python
Python-based Derivative-Free Optimization with Bound Constraints
python optimization scientific-computing numerical-methods numerical-optimization nonlinear-optimization optimization-algorithms numerical-analysis
-
Updated
Nov 30, 2025 - Python
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
machine-learning deep-neural-networks deep-learning pytorch dynamical-systems differential-equations ordinary-differential-equations numerical-methods numerical-analysis neural-differential-equations controlled-differential-equations
-
Updated
Oct 19, 2022 - Python
🔨 用Python+Numpy+Pytorch实现《数值分析》(Timothy Sauer著) 的所有算法。
-
Updated
Oct 6, 2023 - Python
Learn how to solve complex engineering mechanics problems using Python 3 and the industry's best practices.
python engineering simulation numerical-methods mechanics numerical-analysis structural-engineering mechanics-of-materials
-
Updated
May 1, 2025 - Python
Learning some numerical linear algebra.
-
Updated
Jan 2, 2021 - Python
Open Source DSA notebooks
algorithm algorithms data-structures hacktoberfest numerical-analysis algorithms-notebook hacktoberfest2022
-
Updated
Mar 26, 2023 - Python
Python-based Derivative-Free Optimizer for Least-Squares
python optimization least-squares scientific-computing numerical-methods numerical-optimization nonlinear-optimization optimization-algorithms numerical-analysis
-
Updated
Nov 30, 2025 - Python
Solve various integral equations using numerical methods in Python
python numerical-methods hacktoberfest numerical-analysis integral-equations fredholm volterra fredholm-integral-equations
-
Updated
Jun 26, 2025 - Python
A numerical CFD solver for the Shallow Water Equations
-
Updated
Oct 23, 2024 - Python
Educational Python implementation of the Canny Edge Detector
algorithm numpy image-processing scientific-computing scipy numerical-methods numerical-analysis edge-tracking
-
Updated
Nov 6, 2018 - Python
Python trust-region subproblem solvers for nonlinear optimization
python optimization optimization-methods optimization-tools numerical-optimization nonlinear-optimization optimization-algorithms numerical-analysis
-
Updated
Nov 30, 2025 - Python
Numerical analysis methods implemented in Python.
regression numerical-methods jacobi lagrange numerical-integration numerical-analysis newton-raphson gauss-seidel simpson least-square-regression regula-falsi trapezoidal numerical-differentiation fixed-point-iteration bisection-method gauss-jordan-elimination secant-method euler-methods graph-method
-
Updated
Mar 1, 2021 - Python
DFO-GN: Derivative-Free Optimization using Gauss-Newton
python optimization least-squares scientific-computing numerical-methods numerical-optimization nonlinear-optimization optimization-algorithms numerical-analysis
-
Updated
Jul 31, 2023 - Python
High-Performance Automatic Differentiation for Python
machine-learning robotics computer-graphics automatic-differentiation scientific-computing meteorology derivatives numerical-analysis optimisation biotechnology risk-management quant-finance
-
Updated
Sep 2, 2024 - Python
Improve this page
Add a description, image, and links to the numerical-analysis topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the numerical-analysis topic, visit your repo's landing page and select "manage topics."