A collection of algorithms for membership and sampling of convex sets
Project description
Convex Geometry Library
This package contains some primitive subroutines to
- Perform membership queries in convex bodies
- Generate random samples via random walks
- Estimate volume
Usage/Demo
Features/Routines implemented
- Random Walks
- Ball walk
- Hit-and-run
- Billiard Walk
- GLS Algorithms
- Optimization oracle
- Separation oracle
- Validity oracle
- Polarity
- Floating Body
- Using above, see Anderson et. al.
- Centroid Body
- See Anderson et al.
- Volume Estimation
- See Vempala et al.
Contributing
- Open issue to discuss your thoughts.
- Fork.
- PR.
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