8 skills found
jwetzl / CudaLBFGSThis is a cross-platform, CUDA-based C++ library for general-purpose, unconstrained nonlinear optimization on the GPU. It implements the L-BFGS (“Limited-memory Broyden-Fletcher-Goldfarb-Shanno“) method, a popular Quasi-Newton variant with a low memory footprint.
SciML / SimpleNonlinearSolve.jlFast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.
jacobwilliams / Nlesolver FortranNonlinear Equation Solver with Modern Fortran
ujinf74 / Ballistic SolverNative C/C++ numerical launch-angle solver for moving targets under quadratic air drag
SENATOROVAI / L BFGS B Solver CourseLinear regression with the LBFGSB (Limited-memory Broyden-Fletcher-Goldfarb-Shanno BFGS) solver method is a numerical optimization method used to find the minimum of an objective function. It is a gradient descent algorithm that uses an approximation of the Hessian matrix to minimize the function.
gcjyzdd / BFGSImplementation of Broyden, Fletcher, Goldfarb and Shanno's (BFGS) quasi Newton's method in c++.
yhrtsai / M368K S2018This directory contains lecture notes for an undergraduate numerical analysis course offered in Spring 2018, at UT Austin.
ruiawang / Numerical Analysis AlgorithmsImplementations of various Algorithms used in Numerical Analysis, from root-finding up to gradient descent and numerically solving PDEs.
