Roadmap Shogun 2015 hack

Shogun hack 2015 Ideas

This is a list of topics to address when all Shogun developers get together. We aim to have a structured list of items, with links to existing or newly created github issues. Feel free to merge this with content from the other Wiki pages or discussions.

Usability.

• A meta-langauge for Shogun example: #2508.
• Website updates (Kevin had some ideas?)
• Manifest "What is Shogun? What tries Shogun to be?"
• Notebooks of things that are not yet covered
• Binary packages for various OS
• Ubuntu LTS #2520
• OSX #2521
• Improve [Shogun development guidelines](Shogun development guidelines)

Efficiency.

• Modularise Shogun to reduce compile memory requirements #2437 (Sergey, link your work here)
• Serialisation via external library (Viktor?)
• General polishing of base classes (Thoralf?)

Computing Backends.

• Parallelism backend interface
• Batch cluster backend (PBS/SGE,SLURM,etc) #1622
• Pthread/openMP backend #1623
• Director classes to use Shogun as scheduler from modular interface #1624
• Add dependencies between jobs #2524
• Graphlab backend #2525
• Populate internal Linear algebra interface
• Add matrix factorisations #2526
• Add linear solves #2527
• Stan for autodiff and MCMC #1875 #1998 #1929
• Vowpal Wabbit update