Download
Package Manifolds.jl aims to provide both a unified interface to define and use manifolds as well as a library of manifolds to use for your projects. This package is mostly stable, see #438 for planned upcoming changes. The implemented manifolds are accompanied by their mathematical formulae. The manifolds are implemented using the interface for manifolds given in ManifoldsBase.jl. You can use that interface to implement your own software on manifolds, such that all manifolds based on that interface can be used within your code.
Features
- A wide selection of Riemannian manifolds like spheres, hyperbolic spaces, Stiefel and Grassmann manifolds
- Support for optimization on manifolds using Manopt.jl
- Support for many operations used in optimization and manifold-valued statistics with a focus on performance and ease of use
- Connection manifolds
- Atlases, charts and custom metrics (work in progress)
- Finite differences and automatic differentiation on manifolds using ManifoldDiff.jl (work in progress)
Project Samples
Categories
LibrariesLicense
MIT LicenseFollow Manifolds.jl
Other Useful Business Software
$300 in Free Credit Towards Top Cloud Services
Start your project in minutes. After credits run out, 20+ products include free monthly usage. Only pay when you're ready to scale.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Manifolds.jl!
