volesti
A C++ library with R interface for practical volume computation and sampling of convex bodies in high dimensions.
What is volesti?
VolEsti is a C++ library with an R interface for volume approximation and sampling of convex bodies, such as polytopes, in high-dimensional spaces. It solves complex computational geometry problems by providing efficient algorithms for volume computation and uniform sampling, which are essential in fields like statistics, optimization, and machine learning. The library is part of the GeomScale project, focusing on practical and scalable geometric computations.
Researchers, statisticians, and data scientists working with high-dimensional data, computational geometry, or optimization who need to compute volumes or generate samples from convex bodies. It is particularly useful for those using R for statistical analysis.
Developers choose VolEsti for its specialized algorithms that handle high-dimensional convex bodies efficiently, its seamless integration with R for ease of use, and its open-source nature under the GeomScale project, offering a robust alternative to proprietary computational geometry tools.
Overview
Practical volume computation and sampling in high dimensions
Use Cases
Best For
- Approximating volumes of high-dimensional polytopes in optimization problems
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