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mwaskom/seaborn v0.11.0.rc0

Michael Waskom; Olga Botvinnik; Maoz Gelbart; Joel Ostblom; Paul Hobson; Saulius Lukauskas; David C Gemperline; Tom Augspurger; Yaroslav Halchenko; Jordi Warmenhoven; John B. Cole; Julian de Ruiter; Jake Vanderplas; Stephan Hoyer; Cameron Pye; Alistair Miles; Corban Swain; Kyle Meyer; Marcel Martin; Pete Bachant; Eric Quintero; Gero Kunter; Santi Villalba; Brian; Clark Fitzgerald; C.G. Evans; Mike Lee Williams; Drew O'Kane; Tal Yarkoni; Thomas Brunner


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    <subfield code="a">&lt;p&gt;This is the first release candidate for v0.11.0, a major release with several important new features and changes to the library.&lt;/p&gt;
&lt;p&gt;Highlights of the new version include:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;A modernization of the distributions module, with the introduction of &lt;a href="https://github.com/mwaskom/seaborn/pull/2157"&gt;&lt;code&gt;displot&lt;/code&gt;&lt;/a&gt;, &lt;a href="https://github.com/mwaskom/seaborn/pull/2125"&gt;&lt;code&gt;histplot&lt;/code&gt;&lt;/a&gt;, and &lt;a href="https://github.com/mwaskom/seaborn/pull/2141"&gt;&lt;code&gt;ecdfplot&lt;/code&gt;&lt;/a&gt;, a complete rewrite of &lt;a href="https://github.com/mwaskom/seaborn/pull/2104"&gt;&lt;code&gt;kdeplot&lt;/code&gt;&lt;/a&gt;, and substantial enhancements to &lt;a href="https://github.com/mwaskom/seaborn/pull/2210"&gt;&lt;code&gt;jointplot&lt;/code&gt;&lt;/a&gt; and &lt;a href="https://github.com/mwaskom/seaborn/pull/2234"&gt;&lt;code&gt;pairplot&lt;/code&gt;&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Centralized &lt;a href="https://github.com/mwaskom/seaborn/pull/2071"&gt;input data processing&lt;/a&gt; allowing for both standardization and increased flexibility of long- and wide-form variable specification&lt;/li&gt;
&lt;li&gt;Substantial &lt;a href="https://github.com/mwaskom/seaborn/pull/2090"&gt;internal refactoring&lt;/a&gt; to support the new distributions functions and planned improvements in other modules&lt;/li&gt;
&lt;li&gt;Warning-based enforcement of &lt;a href="https://github.com/mwaskom/seaborn/pull/2081"&gt;keyword-only parameters&lt;/a&gt; in most functions&lt;/li&gt;
&lt;li&gt;New &lt;a href="https://github.com/mwaskom/seaborn/pull/2237"&gt;perceptually uniform colormaps&lt;/a&gt; and better tools for creating custom numeric color palettes&lt;/li&gt;
&lt;li&gt;Improvements to the narrative documentation, including user guide chapters on function types and data structures, along with better cross-linking within the seaborn docs and between the seaborn and matplotlib docs&lt;/li&gt;
&lt;li&gt;Numerous other &lt;a href="https://github.com/mwaskom/seaborn/blob/v0.11.0.rc0/doc/releases/v0.11.0.txt"&gt;targeted enhancements and bug fixes&lt;/a&gt;&lt;/li&gt;
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&lt;p&gt;Please test the release by installing from here or with &lt;code&gt;python -m pip install --upgrade --pre seaborn&lt;/code&gt;&lt;/p&gt;</subfield>
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