GSoC 2014 results
tklein23 edited this page Oct 24, 2014
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1 revision
Discussion
- review code: by top level directory -- problems/risks per directory -- periodically recheck sections
- roadmap -- construction sites -- upcoming construction sites
- preparing release
- Matlab/octave bindings
- macports, homebrew, ubuntu, debian
- swig, cmake: update dependencies
- port algorithms to new linalg interface
- integrate Björn
- use more micro-libraries
- consolidate (?) vector, stack, matrix, list, array
- wikipedia page updaten
- exception handling
TODOs for 2014
- Foundation
- Steuerdings
- Blog entry for SoC
- Release
- integrate Wu Lin
- integrate Abinash
- integrate Khaled
- contact all SoC students (and mentors!)
- Money for hackathon in London (Heiko)
GSoC 2015 -- Heiko creates admin section -- less projects, more skilled people -- Heiko creates blog entry -- show things
Brainstorming GSoC 2015 projects
- roter Faden: -- coole Anwendungen -- Dokumentation -- weniger Fokus auf Algorithmen
- dense/sparse (x) streaming/bulk
- Fernando/Heiko: bindings to stan
- Fundamental ML algorithms
- Recommendations (ideas, Thoralf) -- PCA/Matrix Factorization/... -- incomplete SVD -- Music Brains (ask Heiko) -- ResearchGate (maybe benchmark data?)
- SHOGUN Quickstart/Binary
- using SHOGUN as a tool
- Theo/Sergey: Deep Learning II
- Fast Foot (Kernel Methods)
- Random Features, Random Kitchen Sink
- Incomplete Choleski
- Min Count Sketch, Hashing Tricks
- Kernel Testing: Rahul==Lambday
- Independent Jobs (Viktor)
- Graph Kernels
Mentors
- Thoralf/Shell
- Heiko
- Fernando
- Sergey/Theo
- Dino
- ask Emti about students
- Andreas Zieher
- Heiko asks Li Song
- Lambday==Rahul
- Jackeline
- Marius Kloft
- John Langford (Vowpal)
- Ulf Brefeld
- Viktor
- Heiko asks Karsten Borgward
- Kevin
Action items:
- remove migration stuff
- remove grid search (update webapp)
- model selection search into gp class
- remove integration tests
- parameter framework: ...
- deprecated code finden (flag)
- legacy code finden (missing tests)
Midterm/longterm:
- what about equals? Serialization?
- reader/writer fixes
- Debian packets
- automate vertical cuts
- windows build
CRITICAL:
- build bot
- nightly builds
- mac builds
- user care
Ideas:
- website/documentation/wiki
- roadmap
- priority list (with date)
- performance better than scikit
- no pthread code in classes