dpsanders / manopt.jl

Optimization on Manifolds in Julia

Manopt.jl

Optimization on Manifolds.

For a function f that maps from a Riemannian manifold ℳ onto the real line, we aim to solve

Find the minimizer x on ℳ, i.e. the (or a) point where f attains its minimum.

Manopt.jl provides a framework for optimization on manifolds. Based on Manopt and MVIRT, both implemented in Matlab, this toolbox aims to provide an easy access to optimization methods on manifolds for Julia, including example data and visualization methods.

Getting started

In Julia you can get started by just typing

] add Manopt

then checkout the Get Started: Optimize! tutorial or the examples in this repository.