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Epistimio/orion: Improved parallelization and PBT algorithm

Xavier Bouthillier; François Corneau-Tremblay; Thomas Schweizer; Christos Tsirigotis; Lin Dong; Mirko Bronzi; Reyhane Askari; Setepenre; Dendi Suhubdy; Olivier Breuleux; abergeron; Guillaume Alain; satyaog; notoraptor; Hadrien Bertrand; Michael; Dmitriy Serdyuk; Peter Henderson; Bruno Carrez; Olexa Bilaniuk; Fabrice Normandin; Pascal Lamblin


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{
  "description": "<p>Parallelization is improved leveraging new Runner (#684) and a shared algorithm state (#786).</p>\n\ud83d\ude80 Features\n<ul>\n<li>PBT implementation @bouthilx (#705)</li>\n</ul>\n\ud83c\udfd7  Enhancements\n<ul>\n<li>Shared algorithm status @bouthilx (#786)</li>\n<li>Fix get_prior_string [#774] @Delaunay (#776)</li>\n<li>Replace np.object by object; np.object is deprecated @Delaunay (#773)</li>\n<li>Update backend_plotly.py @Delaunay (#772)</li>\n<li>Rework workon @Delaunay (#684)</li>\n<li>Print version on debug verbosity level @nurbal (#765)</li>\n<li>Remove ParallelStrategies from Producer and make them reusable modules for algorithms instead. @bouthilx (#760)</li>\n</ul>\n\ud83d\udc1b Bug Fixes\n<ul>\n<li>(re) Fix parsing of hps with \".\" in name from commandline @lebrice (#785)</li>\n<li>Fix multiprocess del guard @Delaunay (#784)</li>\n<li>Replace exp's stat dict by a dataclass @bouthilx (#771)</li>\n<li>replace count by count_documents #706  @Delaunay (#707)</li>\n</ul>\n\ud83d\udcdc Documentation\n<ul>\n<li>Escape the escape @Delaunay (#783)</li>\n</ul>\n\ud83e\uddf0  Maintenance\n<ul>\n<li>Fix Track requirement URL for github @bouthilx (#761)</li>\n</ul>", 
  "license": "", 
  "creator": [
    {
      "@type": "Person", 
      "name": "Xavier Bouthillier"
    }, 
    {
      "affiliation": "@mila-iqia", 
      "@type": "Person", 
      "name": "Fran\u00e7ois Corneau-Tremblay"
    }, 
    {
      "@type": "Person", 
      "name": "Thomas Schweizer"
    }, 
    {
      "affiliation": "@mila-iqia", 
      "@type": "Person", 
      "name": "Christos Tsirigotis"
    }, 
    {
      "@type": "Person", 
      "name": "Lin Dong"
    }, 
    {
      "affiliation": "@mila-iqia", 
      "@type": "Person", 
      "name": "Mirko Bronzi"
    }, 
    {
      "affiliation": "MILA @ Universit\u00e9 de Montr\u00e9al", 
      "@type": "Person", 
      "name": "Reyhane Askari"
    }, 
    {
      "@type": "Person", 
      "name": "Setepenre"
    }, 
    {
      "affiliation": "@bitwyre", 
      "@type": "Person", 
      "name": "Dendi Suhubdy"
    }, 
    {
      "@type": "Person", 
      "name": "Olivier Breuleux"
    }, 
    {
      "@type": "Person", 
      "name": "abergeron"
    }, 
    {
      "affiliation": "Mila", 
      "@type": "Person", 
      "name": "Guillaume Alain"
    }, 
    {
      "@type": "Person", 
      "name": "satyaog"
    }, 
    {
      "@type": "Person", 
      "name": "notoraptor"
    }, 
    {
      "affiliation": "Mila", 
      "@type": "Person", 
      "name": "Hadrien Bertrand"
    }, 
    {
      "affiliation": "@mila-iqia", 
      "@type": "Person", 
      "name": "Michael"
    }, 
    {
      "affiliation": "@mila-iqia", 
      "@type": "Person", 
      "name": "Dmitriy Serdyuk"
    }, 
    {
      "@type": "Person", 
      "name": "Peter Henderson"
    }, 
    {
      "@type": "Person", 
      "name": "Bruno Carrez"
    }, 
    {
      "@type": "Person", 
      "name": "Olexa Bilaniuk"
    }, 
    {
      "@type": "Person", 
      "name": "Fabrice Normandin"
    }, 
    {
      "@type": "Person", 
      "name": "Pascal Lamblin"
    }
  ], 
  "url": "https://zenodo.org/record/6050090", 
  "codeRepository": "https://github.com/Epistimio/orion/tree/v0.2.2", 
  "datePublished": "2022-02-12", 
  "version": "v0.2.2", 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.6050090", 
  "@id": "https://doi.org/10.5281/zenodo.6050090", 
  "@type": "SoftwareSourceCode", 
  "name": "Epistimio/orion: Improved parallelization and PBT algorithm"
}
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