List of Examples

NameprovidesDocumentationComment
A Benchmark for Difference of Convexcontains a few simple functions
Bézier Curves and Minimizing their Accelerationtools Bézier curves and their acceleration📚
Solving Rosenbrock with Difference of ConvexDoC split of Rosenbrock📚uses a Rosenbrock based metric
Difference of Convex vs. Frank-Wolfeclosed-form sub solver
Riemannian Mean$f$, $\operatorname{grad}f$ (A/I), objective📚
Robust PCA$f$, $\operatorname{grad}f$ (A/I), objective📚
Rosenbrock$f$, $\operatorname{grad}f$ (A/I), objective, minimizer📚
The Rayleigh Quotient$f$, $\operatorname{grad}f$ (A/I), $\operatorname{Hess}f$ (A/I), objective📚
Total Variation Minimization$f$, $\operatorname{prox}f$ (A/I), objective📚

Symbols:

  • A Allocating variant
  • I In-place variant
  • 📚 link to documented functions in the documentation