There is a newer version of this record available.

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


JSON Export

{
  "files": [
    {
      "links": {
        "self": "https://zenodo.org/api/files/9240ec16-b36f-4fd2-af23-0538f0931c1a/shogun-shogun_4.1.0.zip"
      }, 
      "checksum": "md5:e6d41332d8576a3ab4b0d14e75bf5cfd", 
      "bucket": "9240ec16-b36f-4fd2-af23-0538f0931c1a", 
      "key": "shogun-shogun_4.1.0.zip", 
      "type": "zip", 
      "size": 6292034
    }
  ], 
  "owners": [
    22099
  ], 
  "doi": "10.5281/zenodo.51537", 
  "stats": {
    "version_unique_downloads": 64.0, 
    "unique_views": 121.0, 
    "views": 122.0, 
    "version_views": 1936.0, 
    "unique_downloads": 11.0, 
    "version_unique_views": 1728.0, 
    "volume": 75504408.0, 
    "version_downloads": 75.0, 
    "downloads": 12.0, 
    "version_volume": 403009702.0
  }, 
  "links": {
    "doi": "https://doi.org/10.5281/zenodo.51537", 
    "conceptdoi": "https://doi.org/10.5281/zenodo.591641", 
    "bucket": "https://zenodo.org/api/files/9240ec16-b36f-4fd2-af23-0538f0931c1a", 
    "conceptbadge": "https://zenodo.org/badge/doi/10.5281/zenodo.591641.svg", 
    "html": "https://zenodo.org/record/51537", 
    "latest_html": "https://zenodo.org/record/1067840", 
    "badge": "https://zenodo.org/badge/doi/10.5281/zenodo.51537.svg", 
    "latest": "https://zenodo.org/api/records/1067840"
  }, 
  "conceptdoi": "10.5281/zenodo.591641", 
  "created": "2016-05-18T15:18:03+00:00", 
  "updated": "2020-01-25T19:22:41.701905+00:00", 
  "conceptrecid": "591641", 
  "revision": 12, 
  "id": 51537, 
  "metadata": {
    "access_right_category": "success", 
    "doi": "10.5281/zenodo.51537", 
    "description": "<p>This is a new feature and cleanup release.</p>\n\n<p>Features:</p>\n\n<ul>\n\t<li>Added GEMPLP for approximate inference to the structured output framework [Jiaolong Xu].</li>\n\t<li>Effeciency improvements of the FITC framework for GP inference (FITC_Laplce, FITC, VarDTC) [Wu Lin].</li>\n\t<li>Added optimisation of inducing variables in sparse GP inference [Wu Lin].</li>\n\t<li>Added optimisation methods for GP inference (Newton, Cholesky, LBFGS, ...) [Wu Lin].</li>\n\t<li>Added Automatic Relevance Determination (ARD) kernel functionality for variational GP inference [Wu Lin].</li>\n\t<li>Updated Notebook for variational GP inference [Wu Lin].</li>\n\t<li>New framework for stochastic optimisation (L1/2 loss, mirror descent, proximal gradients, adagrad, SVRG, RMSProp, adadelta, ...) [Wu Lin].</li>\n\t<li>New Shogun meta-language for automatically generating code listings in all target languages [Esben S&ouml;rig].</li>\n\t<li>Added periodic kernel [Esben S&ouml;rig].</li>\n\t<li>Add gradient output functionality in Neural Nets [Sanuj Sharma].</li>\n</ul>\n\n<p>Bugfixes:</p>\n\n<ul>\n\t<li>Fixes for java_modular build using OpenJDK [Bj&ouml;rn Esser].</li>\n\t<li>Catch uncaught exceptions in Neural Net code [Khaled Nasr].</li>\n\t<li>Fix build of modular interfaces with SWIG 3.0.5 on MacOSX [Bj&ouml;rn Esser].</li>\n\t<li>Fix segfaults when calling delete[] twice on SGMatrix-instances [Bj&ouml;rn Esser].</li>\n\t<li>Fix for building with full-hardening-(CXX|LD)FLAGS [Bj&ouml;rn Esser].</li>\n\t<li>Patch SWIG to fix a problem with SWIG and Python &gt;= 3.5 [Bj&ouml;rn Esser].</li>\n\t<li>Add modshogun.rb: make sure narray is loaded before modshogun.so [Bj&ouml;rn Esser].</li>\n\t<li>set working-dir properly when running R (#2654) [Bj&ouml;rn Esser].</li>\n</ul>\n\n<p>Cleanup, efficiency updates, and API Changes:</p>\n\n<ul>\n\t<li>Added GPU based dot-products to linalg [Rahul De].</li>\n\t<li>Added scale methods to linalg [Rahul De].</li>\n\t<li>Added element wise products to linalg [Rahul De].</li>\n\t<li>Added element-wise unary operators in linalg [Rahul De].</li>\n\t<li>Dropped parameter migration framework [Heiko Strathmann].</li>\n\t<li>Disabled Python integration tests by default [Sergey Lisitsyn, Heiko Strathmann].</li>\n</ul>", 
    "license": {
      "id": "GPL-3.0"
    }, 
    "title": "shogun: Shogun 4.1.0 - Tajinohi no Agatamori", 
    "relations": {
      "version": [
        {
          "count": 4, 
          "index": 0, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "591641"
          }, 
          "is_last": false, 
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "1067840"
          }
        }
      ]
    }, 
    "version": "shogun_4.1.0", 
    "publication_date": "2016-02-10", 
    "creators": [
      {
        "affiliation": "TomTom Traffic Production Unit Berlin", 
        "name": "Soeren Sonnenburg"
      }, 
      {
        "name": "Heiko Strathmann"
      }, 
      {
        "name": "Sergey Lisitsyn"
      }, 
      {
        "name": "Viktor Gal"
      }, 
      {
        "affiliation": "University of Twente", 
        "name": "Fernando J. Iglesias Garc\u00eda"
      }, 
      {
        "name": "Wu Lin"
      }, 
      {
        "affiliation": "MIT", 
        "name": "Chiyuan Zhang"
      }, 
      {
        "affiliation": "Oracle India Pvt. Ltd", 
        "name": "Soumyajit De"
      }, 
      {
        "name": "frx"
      }, 
      {
        "name": "tklein23"
      }, 
      {
        "affiliation": "LED Optics Design, LLC", 
        "name": "Evgeniy Andreev"
      }, 
      {
        "name": "JonasBehr"
      }, 
      {
        "name": "sploving"
      }, 
      {
        "affiliation": "University of Illinois Urbana Champaign", 
        "name": "Parijat Mazumdar"
      }, 
      {
        "affiliation": "Activision-Blizzard", 
        "name": "Christian Widmer"
      }, 
      {
        "affiliation": "University of Minnesota", 
        "name": "Abhijeet Kislay"
      }, 
      {
        "affiliation": "Shopify", 
        "name": "Kevin Hughes"
      }, 
      {
        "name": "Roman Votyakov"
      }, 
      {
        "name": "khalednasr"
      }, 
      {
        "name": "Saurabh Mahindre"
      }, 
      {
        "name": "Alesis Novik"
      }, 
      {
        "name": "Abinash Panda"
      }, 
      {
        "name": "Evangelos Anagnostopoulos"
      }, 
      {
        "affiliation": "ICT", 
        "name": "Liang Pang"
      }, 
      {
        "affiliation": "Level 3 Inspection", 
        "name": "serialhex"
      }, 
      {
        "name": "Alex Binder"
      }, 
      {
        "name": "Sanuj Sharma"
      }, 
      {
        "affiliation": "Czech Technical University in Prague", 
        "name": "Michal U\u0159i\u010d\u00e1\u0159"
      }, 
      {
        "name": "Bj\u00f6rn Esser"
      }, 
      {
        "name": "Daniel Pyrathon"
      }
    ], 
    "access_right": "open", 
    "resource_type": {
      "type": "software", 
      "title": "Software"
    }, 
    "related_identifiers": [
      {
        "scheme": "url", 
        "identifier": "https://github.com/shogun-toolbox/shogun/tree/shogun_4.1.0", 
        "relation": "isSupplementTo"
      }, 
      {
        "scheme": "doi", 
        "identifier": "10.5281/zenodo.591641", 
        "relation": "isVersionOf"
      }
    ]
  }
}
1,936
75
views
downloads
All versions This version
Views 1,936122
Downloads 7512
Data volume 403.0 MB75.5 MB
Unique views 1,728121
Unique downloads 6411

Share

Cite as