• Manopt

  • Referenced in 117 articles [sw08493]
  • design efficient numerical algorithms. In particular, optimization on manifolds is well-suited to deal with ... experimenting with state of the art Riemannian optimization algorithms. We aim particularly at reaching practitioners...
  • RTRMC

  • Referenced in 43 articles [sw20435]
  • unconstrained optimization problem on a single Grassmann manifold. We then apply second-order Riemannian trust ... detail preconditioned versions of Riemannian optimization algorithms. The cost of each iteration is linear...
  • ROPTLIB

  • Referenced in 15 articles [sw27188]
  • Library for Optimization on Riemannian Manifolds. Riemannian optimization is the task of finding an optimum ... function defined on a Riemannian manifold. Riemannian optimization has been a topic of much interest ... required to successfully design and apply Riemannian optimization algorithms is a significant impediment for many ... describes ROPTLIB, a C++ library for Riemannian optimization. Unlike prior packages, ROPTLIB simultaneously achieves...
  • hybrid-rcg

  • Referenced in 3 articles [sw39660]
  • existing methods for solving several Riemannian optimization problems. Python implementations of the methods used...
  • Geoopt

  • Referenced in 3 articles [sw37199]
  • Geoopt: Riemannian Adaptive Optimization Methods with pytorch optim...
  • ManifoldOptim

  • Referenced in 4 articles [sw27189]
  • Interface to the ’ROPTLIB’ Library for Riemannian Manifold Optimization. An R interface to version...
  • LORM

  • Referenced in 2 articles [sw18660]
  • LORM: A C++ Library for Optimization on Riemannian Manifold. Quadrature Rules on Manifolds: We implemented ... algorithms in a C++ library for optimization on Riemannian manifolds (LORM), which is Free Software...
  • SE-Sync

  • Referenced in 9 articles [sw40678]
  • equivalent optimization problem on a low-dimensional Riemannian manifold, and design a truncated-Newton trust ... reduction efficiently. Finally, we combine this fast optimization approach with a simple rounding procedure...
  • ResEntSG

  • Referenced in 2 articles [sw39447]
  • entropy estimation for dynamical systems via Riemannian metric optimization. In the remote state estimation problem...
  • StiefelLog

  • Referenced in 1 article [sw42250]
  • Closed-form geodesics and optimization for Riemannian logarithms of Stiefel and flag manifolds. We provide ... this objective function. We focus on two optimization methods, extit{gradient descent} and L-BFGS ... could be used to compute the Riemannian center of mass for these manifolds equipped with...
  • GenRTR

  • Referenced in 1 article [sw14488]
  • MATLAB package for the optimization of functions defined on Riemannian manifolds. GenRTR currently provides ... Riemannian Trust-Region (RTR) method; the Implicit Riemannian Trust-Region (IRTR) method. While the current ... implementation of any retraction-based optimization method. Future plans involve the expansion of the framework...
  • Manifolds.jl

  • Referenced in 2 articles [sw39726]
  • fast and easy to use library of Riemannian manifolds and Lie groups. We introduce ... utility of Manifolds.jl using Bézier splines, an optimization task on manifolds, and a principal component...
  • Blitz++

  • Referenced in 35 articles [sw00082]
  • Blitz++ provides dense numeric arrays for C++ with...
  • EIGIFP

  • Referenced in 46 articles [sw00235]
  • eigifp is a MATLAB program for computing a...
  • Expokit

  • Referenced in 200 articles [sw00258]
  • Expokit provides a set of routines aimed at...
  • Gmsh

  • Referenced in 767 articles [sw00366]
  • Gmsh is a 3D finite element grid generator...
  • KNITRO

  • Referenced in 197 articles [sw00490]
  • KNITRO is a solver for nonlinear optimization. It...
  • LANCELOT

  • Referenced in 306 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear...
  • LAPACK

  • Referenced in 1702 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Loki

  • Referenced in 19 articles [sw00524]
  • Loki: software for computing cut loci The paper...