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

Share

Cite as