Shogun 5.0.0 - Ōtomo no Yakamochi

@vigsterkr vigsterkr released this Nov 4, 2016 · 77 commits to develop since this release

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].

Bugfixes:

  • 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].

Cleanup, efficiency updates, and API Changes:

  • 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].

NOTE

This version contains a new CMake option USE_GPL_SHOGUN, which when set to OFF will exclude all GPL codes from Shogun [Heiko Strathmann].

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