Software Open Access
Soeren Sonnenburg; Heiko Strathmann; Sergey Lisitsyn; Viktor Gal; Fernando J. Iglesias García; Wu Lin; Chiyuan Zhang; Soumyajit De; frx; tklein23; Evgeniy Andreev; JonasBehr; sploving; Parijat Mazumdar; Christian Widmer; Abhijeet Kislay; Kevin Hughes; Roman Votyakov; khalednasr; Saurabh Mahindre; Alesis Novik; Abinash Panda; Evangelos Anagnostopoulos; Liang Pang; serialhex; Alex Binder; Sanuj Sharma; Michal Uřičář; Björn Esser; Daniel Pyrathon
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[Wu Lin].</li> <li>Added Automatic Relevance Determination (ARD) kernel functionality for variational GP inference [Wu Lin].</li> <li>Updated Notebook for variational GP inference [Wu Lin].</li> <li>New framework for stochastic optimisation (L1/2 loss, mirror descent, proximal gradients, adagrad, SVRG, RMSProp, adadelta, ...) [Wu Lin].</li> <li>New Shogun meta-language for automatically generating code listings in all target languages [Esben S&ouml;rig].</li> <li>Added periodic kernel [Esben S&ouml;rig].</li> <li>Add gradient output functionality in Neural Nets [Sanuj Sharma].</li> </ul> <p>Bugfixes:</p> <ul> <li>Fixes for java_modular build using OpenJDK [Bj&ouml;rn Esser].</li> <li>Catch uncaught exceptions in Neural Net code [Khaled Nasr].</li> <li>Fix build of modular interfaces with SWIG 3.0.5 on MacOSX [Bj&ouml;rn Esser].</li> <li>Fix segfaults when calling delete[] twice on SGMatrix-instances [Bj&ouml;rn Esser].</li> <li>Fix for building with full-hardening-(CXX|LD)FLAGS [Bj&ouml;rn Esser].</li> <li>Patch SWIG to fix a problem with SWIG and Python &gt;= 3.5 [Bj&ouml;rn Esser].</li> <li>Add modshogun.rb: make sure narray is loaded before modshogun.so [Bj&ouml;rn Esser].</li> <li>set working-dir properly when running R (#2654) [Bj&ouml;rn Esser].</li> </ul> <p>Cleanup, efficiency updates, and API Changes:</p> <ul> <li>Added GPU based dot-products to linalg [Rahul De].</li> <li>Added scale methods to linalg [Rahul De].</li> <li>Added element wise products to linalg [Rahul De].</li> <li>Added element-wise unary operators in linalg [Rahul De].</li> <li>Dropped parameter migration framework [Heiko Strathmann].</li> <li>Disabled Python integration tests by default [Sergey Lisitsyn, Heiko Strathmann].</li> </ul></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">url</subfield> <subfield code="i">isSupplementTo</subfield> <subfield code="a">https://github.com/shogun-toolbox/shogun/tree/shogun_4.1.0</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.591641</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.51537</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">software</subfield> </datafield> </record>
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