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pbenner / autodiff

Star 55

Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics

go golang statistics linear-algebra automatic-differentiation rprop special-functions linear-algebra-library numerical-optimization eigenvalues determinant statistical-models newton-raphson gauss-jordan bfgs singular-value-decomposition cholesky-decomposition gram-schmidt qr-algorithm hessenberg-reduction
  • Updated Dec 8, 2021
  • Go

divyanshu-talwar / Numerical-Methods

Star 12

Implementation of well-known numerical methods.

euler gauss-elimination newtons-method gauss-jordan simpson-rule thomas-algorithm crank-nicolson lagrange-interpolation backward-euler lu-factorisation fixed-point-iteration secant-method newtons-divided-difference-approach cubic-spline-interpolation gauss-seidel-iteration least-squares-curve-fitting improved-euler forward-time-centre-space ftcs-explicit ftcs-implicit
  • Updated Aug 8, 2021
  • Python

iamHrithikRaj / Numerical-Algorithm

Star 10

In numerical analysis, a numerical method is a mathematical tool designed to solve numerical problems. The implementation of a numerical method with an appropriate convergence check in a programming language is called a numerical algorithm

cpp heat-equation numerical-methods gauss-elimination wave-equation numerical-analysis laplace-equation newton-raphson gauss-seidel gauss-jordan numerical-algorithms power-method adams-bashforth adams-bashforth-methods regula-falsi trapezoidal-method bisection-method newtons-forward-interpolation numerical-approximation factorization-methods
  • Updated Jul 10, 2024
  • C++

danielrioslinares / python-library

Star 9

A collection of python implementations using SWIG, Instant, F2PY... Optimization like Least Squares Levenberg-Marquardt. Boundary Value problem solvers. Integration Simpson/Trapezoidal. Interpolation like Cubic spline. Tridiagonal/pentadiagonal system of equations solver. Linear algebra like Matrix inversion (Gauss-Jordan) and much more

python integration python-library inversion root-finding cpython levenberg-marquardt src spline f2py cubic gauss-jordan simpson bvp tridiagonal python-implementations leastsquares trapezoidal order-differential-equations pentadiagonal
  • Updated Aug 11, 2018
  • C

adityagupta1089 / MATLAB-MAL111

Star 8

MAL111 - Mathematics Laboratory MATLAB Codes. Bisection Method, Fixed Point Method, Gauss Elimination, Gauss Jordan, Matrix Inversion, Lagrange Interpolation, Newton-Raphson, Regula-Falsi, Row Reduced Echelon Form, Simpson's Integration, Trapezoidal Method.

gauss-elimination fixed-point newton-raphson gauss-jordan matrix-inversion regula-falsi lagrange-interpolation trapezoidal-method bisection-method newton-interpolation row-reduction-echelon-form simpsons-integration
  • Updated Dec 30, 2016
  • MATLAB

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