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bashtage/arch: Release 4.12

Kevin Sheppard; Stanislav Khrapov; Gábor Lipták; mikedeltalima; Rob Capellini; esvhd; Hugle; Matt Judell; JPN; Xavier RENE-CORAIL; Michael E. Rose; M. Rabba; jbrockmendel


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&lt;li&gt;Added typing support to all classes, functions, and methods.&lt;/li&gt;
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&lt;li&gt;Dropped support for Python 3.5 inline with NEP 29.&lt;/li&gt;
&lt;li&gt;Added methods to compute moment and lower partial moments for standardized
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&lt;li&gt;Fixed a bug that produced an OverflowError when a time series has no variance.&lt;/li&gt;
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