December 20, 2024 Software Open Access

Hernandez Acosta, Uwe; Wicaksono, Damar Canggih; Thekke Veettil, Sachin Krishnan; Michelfeit, Jannik; Hecht, Michael

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    <subfield code="a">&lt;p&gt;&lt;code&gt;minterpy&lt;/code&gt;&amp;nbsp;is an open-source Python package for a multivariate generalization of the classical Newton and Lagrange interpolation schemes as well as related tasks. It is based on an optimized re-implementation of the multivariate interpolation prototype algorithm (&lt;em&gt;MIP&lt;/em&gt;) by Hecht et al.&lt;a href="https://github.com/casus/minterpy#user-content-fn-1-6af88c5200c34eb0ec19bb0d46102dc1"&gt;1&lt;/a&gt;&amp;nbsp;and thereby provides software solutions that lift the curse of dimensionality from interpolation tasks. While interpolation occurs as the bottleneck of most computational challenges,&amp;nbsp;&lt;code&gt;minterpy&lt;/code&gt;&amp;nbsp;aims to free empirical sciences from their computational limitations.&lt;/p&gt;</subfield>
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