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:

• User-facing abstraction (Issue: User facing linear algebra abstraction #187, PR: User-facing linear algebra abstraction #191)
  • Implicits to support infix scala primitives op matrix/vector operations (e25c2b8)
• Transformations: (Issue: Bag <> Matrix Transformations #195, PR: [LINALG] Initial Bag <> Matrix Transformations #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)