Linear Algebra Roadmap

[akunft]

This meta-issue keeps track of the effort to integrate a linear algebra (LA) abstraction in Emma. Disclaimer: The content of this issue is subject to change!

The main components are:

• [x] User-facing abstraction (Issue: #187, PR: #191)
  • [x] Implicits to support infix scala primitives op matrix/vector operations (e25c2b867a46587888066cf9f6e13828f53aec19)
• [x] Transformations: (Issue: #195, PR: #194)
• [ ] Integration of the intermediate representation of LA
• [ ] Integration of local execution via netlib-java
• [ ] IR rewrites and optimizations for LA
• [ ] IR rewrites and optimizations for LA & RA
• [ ] Integration of SystemML as backend for linear algebra (DML)