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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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    <dct:description>&lt;p&gt;Parallelization is improved leveraging new Runner (#684) and a shared algorithm state (#786).&lt;/p&gt; 🚀 Features &lt;ul&gt; &lt;li&gt;PBT implementation @bouthilx (#705)&lt;/li&gt; &lt;/ul&gt; 🏗 Enhancements &lt;ul&gt; &lt;li&gt;Shared algorithm status @bouthilx (#786)&lt;/li&gt; &lt;li&gt;Fix get_prior_string [#774] @Delaunay (#776)&lt;/li&gt; &lt;li&gt;Replace np.object by object; np.object is deprecated @Delaunay (#773)&lt;/li&gt; &lt;li&gt;Update backend_plotly.py @Delaunay (#772)&lt;/li&gt; &lt;li&gt;Rework workon @Delaunay (#684)&lt;/li&gt; &lt;li&gt;Print version on debug verbosity level @nurbal (#765)&lt;/li&gt; &lt;li&gt;Remove ParallelStrategies from Producer and make them reusable modules for algorithms instead. @bouthilx (#760)&lt;/li&gt; &lt;/ul&gt; 🐛 Bug Fixes &lt;ul&gt; &lt;li&gt;(re) Fix parsing of hps with "." in name from commandline @lebrice (#785)&lt;/li&gt; &lt;li&gt;Fix multiprocess del guard @Delaunay (#784)&lt;/li&gt; &lt;li&gt;Replace exp's stat dict by a dataclass @bouthilx (#771)&lt;/li&gt; &lt;li&gt;replace count by count_documents #706 @Delaunay (#707)&lt;/li&gt; &lt;/ul&gt; 📜 Documentation &lt;ul&gt; &lt;li&gt;Escape the escape @Delaunay (#783)&lt;/li&gt; &lt;/ul&gt; 🧰 Maintenance &lt;ul&gt; &lt;li&gt;Fix Track requirement URL for github @bouthilx (#761)&lt;/li&gt; &lt;/ul&gt;</dct:description>
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