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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Limitations · DifferentiationInterface.jl</title><meta name="title" content="Limitations · DifferentiationInterface.jl"/><meta property="og:title" content="Limitations · DifferentiationInterface.jl"/><meta property="twitter:title" content="Limitations · DifferentiationInterface.jl"/><meta name="description" content="Documentation for DifferentiationInterface.jl."/><meta property="og:description" content="Documentation for DifferentiationInterface.jl."/><meta property="twitter:description" content="Documentation for DifferentiationInterface.jl."/><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link 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href>Limitations</a><ul class="internal"><li><a class="tocitem" href="#Multiple-active-arguments"><span>Multiple active arguments</span></a></li><li><a class="tocitem" href="#Complex-numbers"><span>Complex numbers</span></a></li></ul></li><li><a class="tocitem" href="../differentiability/">Differentiability</a></li></ul></li><li><a class="tocitem" href="../../api/">API</a></li><li><a class="tocitem" href="../../dev_guide/">Dev guide</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li><a class="is-disabled">FAQ</a></li><li class="is-active"><a href>Limitations</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Limitations</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/JuliaDiff/DifferentiationInterface.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/JuliaDiff/DifferentiationInterface.jl/blob/main/DifferentiationInterface/docs/src/faq/limitations.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Limitations"><a class="docs-heading-anchor" href="#Limitations">Limitations</a><a id="Limitations-1"></a><a class="docs-heading-anchor-permalink" href="#Limitations" title="Permalink"></a></h1><h2 id="Multiple-active-arguments"><a class="docs-heading-anchor" href="#Multiple-active-arguments">Multiple active arguments</a><a id="Multiple-active-arguments-1"></a><a class="docs-heading-anchor-permalink" href="#Multiple-active-arguments" title="Permalink"></a></h2><p>At the moment, most backends cannot work with multiple active (differentiated) arguments. As a result, DifferentiationInterface only supports a single active argument, called <code>x</code> in the documentation.</p><h2 id="Complex-numbers"><a class="docs-heading-anchor" href="#Complex-numbers">Complex numbers</a><a id="Complex-numbers-1"></a><a class="docs-heading-anchor-permalink" href="#Complex-numbers" title="Permalink"></a></h2><p>At the moment, complex numbers are only handled by a few AD backends, sometimes using different conventions. As a result, DifferentiationInterface is only tested on real numbers and complex number support is not part of its API guarantees.</p><script type="module">import mermaid from 'https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.esm.min.mjs'; | ||
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</script></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../explanation/advanced/">« Advanced features</a><a class="docs-footer-nextpage" href="../differentiability/">Differentiability »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.8.0 on <span class="colophon-date" title="Wednesday 25 December 2024 11:47">Wednesday 25 December 2024</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html> |
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