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.
In Julia you can get started by just typing
] add Manoptthen checkout the Get Started: Optimize! tutorial or the examples in this repository.