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MathTools

List of repositories with codes useful to solve generic mathematical problems of any sort (e.g. solvers for optimization problems)
21 repositories

Differential Algebra Computational Toolbox

C++ 38 16 Updated Sep 11, 2024

A Python-embedded modeling language for convex optimization problems.

C++ 5,588 1,082 Updated Feb 3, 2025

CVXOPT -- Python Software for Convex Optimization

C 1,004 209 Updated Oct 23, 2024

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained …

C++ 1,820 396 Updated Jan 30, 2025

Python wrapper of DACE, the Differential Algebra Computational Toolbox.

Python 11 3 Updated Mar 6, 2024

Header only, C++ library (and the Python pyaudi package) implementing the algebra of Taylor truncated polynomials and a few algorithms useful for its applications (Differential Intelligence, automa…

C++ 75 18 Updated Dec 11, 2024

Python module for uncertainty quantification using a parallel sequential Monte Carlo sampler

Python 113 27 Updated Jan 15, 2025
MATLAB 51 21 Updated Jun 21, 2023

This is a Tutorial on how to use CasADi with CPP.

C++ 86 22 Updated Aug 17, 2024

A technical report on convolution arithmetic in the context of deep learning

TeX 14,182 2,294 Updated Jun 8, 2023

Python library for ODE integration via Taylor's method and LLVM

Python 74 12 Updated Feb 1, 2025

C++ math library for 2D/3D/4D vector, matrix, quaternion, and geometric algebra.

C++ 940 72 Updated Jan 5, 2025

A C++ Algorithmic Differentiation Package: Home Page

C++ 500 99 Updated Jan 24, 2025

Combined array and automatic differentiation library in C++

C++ 173 31 Updated Feb 22, 2024

automatic differentiation made easier for C++

C++ 1,718 175 Updated Jan 27, 2025

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Jupyter Notebook 1,434 131 Updated May 2, 2024

The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.

C 1,229 274 Updated Jan 27, 2025

Implementation of John L. Gustafson Unum Type III aka Posits using C++ Templates

C++ 6 Updated Aug 15, 2023

A small C++11 header-only library for Lie theory.

C++ 1,549 250 Updated Jan 26, 2025

The public CGAL repository, see the README below

C++ 5,175 1,414 Updated Jan 24, 2025

a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen

C++ 884 201 Updated Jan 3, 2024