Software Open Access
shogun: Shogun 4.1.0 - Tajinohi no Agatamori
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
DCAT Export
<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
<rdf:Description rdf:about="https://doi.org/10.5281/zenodo.51537">
<rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
<dct:type rdf:resource="http://purl.org/dc/dcmitype/Software"/>
<dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.51537</dct:identifier>
<foaf:page rdf:resource="https://doi.org/10.5281/zenodo.51537"/>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Soeren Sonnenburg</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>TomTom Traffic Production Unit Berlin</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Heiko Strathmann</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Sergey Lisitsyn</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Viktor Gal</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Fernando J. Iglesias García</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>University of Twente</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Wu Lin</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Chiyuan Zhang</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>MIT</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Soumyajit De</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Oracle India Pvt. Ltd</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>frx</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>tklein23</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Evgeniy Andreev</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>LED Optics Design, LLC</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>JonasBehr</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>sploving</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Parijat Mazumdar</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>University of Illinois Urbana Champaign</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Christian Widmer</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Activision-Blizzard</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Abhijeet Kislay</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>University of Minnesota</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Kevin Hughes</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Shopify</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Roman Votyakov</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>khalednasr</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Saurabh Mahindre</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Alesis Novik</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Abinash Panda</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Evangelos Anagnostopoulos</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Liang Pang</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>ICT</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>serialhex</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Level 3 Inspection</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Alex Binder</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Sanuj Sharma</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Michal Uřičář</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Czech Technical University in Prague</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Björn Esser</foaf:name>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Daniel Pyrathon</foaf:name>
</rdf:Description>
</dct:creator>
<dct:title>shogun: Shogun 4.1.0 - Tajinohi no Agatamori</dct:title>
<dct:publisher>
<foaf:Agent>
<foaf:name>Zenodo</foaf:name>
</foaf:Agent>
</dct:publisher>
<dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2016</dct:issued>
<dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2016-02-10</dct:issued>
<owl:sameAs rdf:resource="https://zenodo.org/record/51537"/>
<adms:identifier>
<adms:Identifier>
<skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/51537</skos:notation>
<adms:schemeAgency>url</adms:schemeAgency>
</adms:Identifier>
</adms:identifier>
<dct:relation rdf:resource="https://github.com/shogun-toolbox/shogun/tree/shogun_4.1.0"/>
<dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.591641"/>
<owl:versionInfo>shogun_4.1.0</owl:versionInfo>
<dct:description><p>This is a new feature and cleanup release.</p> <p>Features:</p> <ul> <li>Added GEMPLP for approximate inference to the structured output framework [Jiaolong Xu].</li> <li>Effeciency improvements of the FITC framework for GP inference (FITC_Laplce, FITC, VarDTC) [Wu Lin].</li> <li>Added optimisation of inducing variables in sparse GP inference [Wu Lin].</li> <li>Added optimisation methods for GP inference (Newton, Cholesky, LBFGS, ...) [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></dct:description>
<dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
<dct:accessRights>
<dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
<rdfs:label>Open Access</rdfs:label>
</dct:RightsStatement>
</dct:accessRights>
<dcat:distribution>
<dcat:Distribution>
<dct:rights>
<dct:RightsStatement rdf:about="https://opensource.org/licenses/GPL-3.0">
<rdfs:label>GNU General Public License v3.0 only</rdfs:label>
</dct:RightsStatement>
</dct:rights>
<dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.51537"/>
</dcat:Distribution>
</dcat:distribution>
<dcat:distribution>
<dcat:Distribution>
<dcat:accessURL>https://doi.org/10.5281/zenodo.51537</dcat:accessURL>
<dcat:byteSize>6292034</dcat:byteSize>
<dcat:downloadURL>https://zenodo.org/record/51537/files/shogun-shogun_4.1.0.zip</dcat:downloadURL>
<dcat:mediaType>application/zip</dcat:mediaType>
</dcat:Distribution>
</dcat:distribution>
</rdf:Description>
</rdf:RDF>
2,074
76
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 2,074 | 134 |
| Downloads | 76 | 12 |
| Data volume | 408.1 MB | 75.5 MB |
| Unique views | 1,822 | 126 |
| Unique downloads | 65 | 11 |
Available in
Indexed in
Indexed in
- Publication date:
- February 10, 2016
- DOI:
-
- Related identifiers:
- Supplement to
- License (for files):
- GNU General Public License v3.0 only