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Published April 23, 2017 | Version shogun_6.0.0
Software Open

shogun-toolbox/shogun: Shogun 6.0.0 - Baba Nobuharu

Creators

  • 1. TomTom Traffic Production Unit Berlin
  • 2. SciSports
  • 3. Oracle India Pvt. Ltd
  • 4. MIT
  • 5. University of Illinois Urbana Champaign
  • 6. Activision-Blizzard
  • 7. University of Minnesota
  • 8. Shopify
  • 9. EasyECom
  • 10. ICT
  • 11. Level 3 Inspection

Description

  • Add native MS Windows support [Viktor Gal]
  • Shogun requires the compiler to support C++11 features
  • Shogun cloud online: Jupyter notebook with Shogun from the browser, https://cloud.shogun.ml
Features
  • LDA now supports 32, 64 and 128 bit floating point numbers [Chris Goldsworthy]
  • Add SHOGUN_NUM_THREADS enviroment variable to control the number of threads used by the models in runtime [Viktor Gal]
  • Added Scala Interface to the build [Abhinav Rai]
  • Major re-writing and API changes in kernel statistical hypothesis testing framework, significant speed up in permutation test for quadratic time MMD, new kernel selection algorithms for quadratic time MMD [Soumyajit De] ### Bugfixes:
    • Fix build error of R interface for R>=3.3.0, #3460 [Heiko Strathmann]
    • Make the code compatible with Eigen 3.3.0 [Viktor Gal]
    • Fix number of CPUs detected on Linux [Viktor Gal]
    • Fix multi-threading in KMeansBase [Viktor Gal]
    • Make ExponentialARDKernel thread-safe [Viktor Gal]
    • Make PRNG thread-safe [Viktor Gal]
    • Fix python interface when using libshogun compiled with OpenMP [Viktor Gal]
    • Fix CART to work with cross-validation [Fernando Iglesias] ### Cleanup, efficiency updates, and API Changes:
    • Port multi-threading to use OpenMP backend in Kernel [Viktor Gal]
    • Fix false sharing in EuclideanDistance [Viktor Gal]
    • Fix out of source build of the whole project [Viktor Gal]
    • Add LIBSHOGUN cmake flag to turn off libshogun compilation [Viktor Gal]
    • Export Shogun target with cmake to enable to build modular interfaces to a pre-compiled libshogun on the system without requiring to compile libshogun itself [Viktor Gal] ### Notes
  • Contains major rewrite and clean-up of developer documentation in doc/readme [Heiko Strathmann, Lea Götz]
  • Known issue: Octave multithreaded crashes, currently bindings are initialized single-threaded, https://github.com/shogun-toolbox/shogun/issues/3772 [Heiko Strathman n]

Files

shogun-toolbox/shogun-shogun_6.0.0.zip

Files (5.3 MB)

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md5:8ae2ccf70c892721aac25bf4fd0441ea
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Additional details

Related works

Is supplement to
https://github.com/shogun-toolbox/shogun/tree/shogun_6.0.0 (URL)