Published November 4, 2016
| Version shogun_5.0.0
Software
Open
shogun-toolbox/shogun: Shogun 5.0.0 - Ōtomo no Yakamochi
Creators
- Soeren Sonnenburg1
- Heiko Strathmann
- Sergey Lisitsyn
- Viktor Gal
- Fernando J. Iglesias García2
- Wu Lin
- Chiyuan Zhang3
- Soumyajit De4
- frx
- tklein23
- Evgeniy Andreev
- JonasBehr
- sploving
- Parijat Mazumdar5
- Christian Widmer6
- Abhijeet Kislay7
- Saurabh Mahindre
- Kevin Hughes8
- Roman Votyakov
- khalednasr
- Sanuj Sharma
- Alesis Novik
- Abinash Panda
- Evangelos Anagnostopoulos
- Liang Pang9
- serialhex10
- Alex Binder
- Esben Sørig
- Michal Uřičář11
- Björn Esser
- 1. TomTom Traffic Production Unit Berlin
- 2. University of Twente
- 3. MIT
- 4. Oracle India Pvt. Ltd
- 5. University of Illinois Urbana Champaign
- 6. Activision-Blizzard
- 7. University of Minnesota
- 8. Shopify
- 9. ICT
- 10. Level 3 Inspection
- 11. Czech Technical University in Prague
Description
Features
- GSoC 2016 project of Saurabh Mahindre: Major efficiency improvements for KMeans, LARS, Random Forests, Bagging, KNN.
- Add new Shogun cookbook for documentation and testing across all target languages [Heiko Strathmann, Sergey Lisitsyn, Esben Sorig, Viktor Gal].
- Added option to learn CombinedKernel weights with GP approximate inference [Wu Lin].
- LARS now supports 32, 64, and 128 bit floating point numbers [Chris Goldsworthy].
- Fix gTest segfaults with GCC >= 6.0.0 [Björn Esser].
- Make Java and CSharp install-dir configurable [Björn Esser].
- Autogenerate modshogun.rb with correct module-suffix [Björn Esser].
- Fix KMeans++ initialization [Saurabh Mahindre].
- Make Eigen3 a hard requirement. Bundle if not found on system. [Heiko Strathmann]
- Drop ALGLIB (GPL) dependency in CStatistics and ship CDFLIB (public domain) instead [Heiko Strathmann]
- Drop p-value estimation in model-selection [Heiko Strathmann]
- Static interfaces have been removed [Viktor Gal]
- New base class ShiftInvariantKernel of which GaussianKernel inherits [Rahul De].
This version contains a new CMake option USE_GPL_SHOGUN, which when set to OFF will exclude all GPL codes from Shogun [Heiko Strathmann].
Files
shogun-toolbox/shogun-shogun_5.0.0.zip
Files
(5.3 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/shogun-toolbox/shogun/tree/shogun_5.0.0 (URL)