Software Open Access

shogun-toolbox/shogun: Shogun 6.1.0

Soeren Sonnenburg; Heiko Strathmann; Sergey Lisitsyn; Viktor Gal; Fernando J. Iglesias García; Wu Lin; Soumyajit De; Chiyuan Zhang; frx; tklein23; Evgeniy Andreev; JonasBehr; sploving; Parijat Mazumdar; Christian Widmer; Pan Deng / Zora; Giovanni De Toni; Saurabh Mahindre; Abhijeet Kislay; Kevin Hughes; Roman Votyakov; khalednasr; Sanuj Sharma; Alesis Novik; Abinash Panda; Evangelos Anagnostopoulos; Liang Pang; Alex Binder; serialhex; Björn Esser

  • This release is dedicated for Heiko's successful PhD defense!

  • Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]

  • Change interface cmake variables to INTERFACE_*
  • Move GPL code to gpl submodule [Heiko Strathmann]
Features
  • Enable using BLAS/LAPACK from Eigen by default [Viktor Gal]
  • Add iterators to SGVector and SGMatrix [Viktor Gal]
  • Significantly lower the runtime of KernelPCA (GSoC '17) [Michele Mazzoni]
  • Refactor FisherLDA and LDA solvers (GSoC '17) [Michele Mazzoni]
  • Add automated test for trained model serialization (GSoC '17) [Michele Mazzoni]
  • Enable SWIG director classes by default [Viktor Gal]
  • Vectorize DotFeatures covariance/mean calculation [Michele Mazzoni]
  • Support for premature stopping of model training (GSoC '17) [Giovanni De Toni]
  • Add support for observable variables (GSoC '17) [Giovanni De Toni]
  • Use TFLogger to serialize observed variables for TensorBoard (GSoC '17) [Giovanni De Toni]
  • Drop CMath::dot and SGVector::dot and use linalg::dot [Viktor Gal]
  • Added class probabilities for BaggingMachine (GSoC '17) [Olivier Nguyen] ### Bugfixes
  • Fix transpose bug in Ruby typemap for matrices [Elias Saalmann]
  • Fix MKL detection and linking; use mkl_rt when available [Viktor Gal]
  • Fix Windows static linking [Viktor Gal]
  • Fix SWIG interface compilation on Windows [qcrist]
  • Fix CircularBuffer bug that broke parsing of big CSV and LibSVM files #1991 [Viktor Gal]
  • Fix R interface when using clang to compile the interface [Viktor Gal]

Files (5.1 MB)
Name Size
shogun-toolbox/shogun-shogun_6.1.0.zip
md5:0b073e7454e07aea07a9cd59f9597bed 		5.1 MB Download
2,103
78
views
downloads
All versions This version
Views 2,1031,582
Downloads 7845
Data volume 418.4 MB231.3 MB
Unique views 1,8461,420
Unique downloads 6742
More info on how stats are collected.
Available in Indexed in
Publication date:
November 28, 2017
DOI:
10.5281/zenodo.1067840

Zenodo DOI Badge

DOI 

10.5281/zenodo.1067840

Markdown 

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.1067840.svg)](https://doi.org/10.5281/zenodo.1067840)

reStructedText 

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.1067840.svg
   :target: https://doi.org/10.5281/zenodo.1067840

HTML 

<a href="https://doi.org/10.5281/zenodo.1067840"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.1067840.svg" alt="DOI"></a>

Image URL 

https://zenodo.org/badge/DOI/10.5281/zenodo.1067840.svg

Target URL 

https://doi.org/10.5281/zenodo.1067840

Related identifiers:
Supplement to
License (for files):
Other (Open)

Versions

Version shogun_6.1.0 10.5281/zenodo.1067840 Nov 28, 2017
Version shogun_6.0.0 10.5281/zenodo.556748 Apr 23, 2017
Version shogun_5.0.0 10.5281/zenodo.164882 Nov 4, 2016
Version shogun_4.1.0 10.5281/zenodo.51537 Feb 10, 2016
Cite all versions? You can cite all versions by using the DOI 10.5281/zenodo.591641. This DOI represents all versions, and will always resolve to the latest one. Read more.

Share

Cite as

Export