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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>", 
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