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
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<dct:description><ul> <li><p>This release is dedicated for Heiko's successful PhD defense!</p> </li> <li><p>Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]</p> </li> <li>Change interface cmake variables to INTERFACE_*</li> <li>Move GPL code to gpl submodule [Heiko Strathmann]</li> </ul> Features <ul> <li>Enable using BLAS/LAPACK from Eigen by default [Viktor Gal]</li> <li>Add iterators to SGVector and SGMatrix [Viktor Gal]</li> <li>Significantly lower the runtime of KernelPCA (GSoC '17) [Michele Mazzoni]</li> <li>Refactor FisherLDA and LDA solvers (GSoC '17) [Michele Mazzoni]</li> <li>Add automated test for trained model serialization (GSoC '17) [Michele Mazzoni]</li> <li>Enable SWIG director classes by default [Viktor Gal]</li> <li>Vectorize DotFeatures covariance/mean calculation [Michele Mazzoni]</li> <li>Support for premature stopping of model training (GSoC '17) [Giovanni De Toni]</li> <li>Add support for observable variables (GSoC '17) [Giovanni De Toni]</li> <li>Use TFLogger to serialize observed variables for TensorBoard (GSoC '17) [Giovanni De Toni]</li> <li>Drop CMath::dot and SGVector::dot and use linalg::dot [Viktor Gal]</li> <li>Added class probabilities for BaggingMachine (GSoC '17) [Olivier Nguyen] ### Bugfixes</li> <li>Fix transpose bug in Ruby typemap for matrices [Elias Saalmann]</li> <li>Fix MKL detection and linking; use mkl_rt when available [Viktor Gal]</li> <li>Fix Windows static linking [Viktor Gal]</li> <li>Fix SWIG interface compilation on Windows [qcrist]</li> <li>Fix CircularBuffer bug that broke parsing of big CSV and LibSVM files #1991 [Viktor Gal]</li> <li>Fix R interface when using clang to compile the interface [Viktor Gal]</li> </ul></dct:description>
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| All versions | This version | |
|---|---|---|
| Views | 1,132 | 821 |
| Downloads | 41 | 26 |
| Data volume | 216.2 MB | 133.6 MB |
| Unique views | 1,018 | 748 |
| Unique downloads | 31 | 23 |
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