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Documenter.jl committed Dec 2, 2024
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2 changes: 1 addition & 1 deletion previews/PR54/.documenter-siteinfo.json
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{"documenter":{"julia_version":"1.11.1","generation_timestamp":"2024-12-02T14:12:17","documenter_version":"1.8.0"}}
{"documenter":{"julia_version":"1.11.1","generation_timestamp":"2024-12-02T14:32:54","documenter_version":"1.8.0"}}
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using DifferentiationInterface
using Manifolds, FiniteDifferences, ForwardDiff, Zygote

rb_onb_fd51 = ManifoldDiff.TangentDiffBackend(AutoFiniteDifferences(central_fdm(5, 1)))
rb_onb_fwdd = ManifoldDiff.TangentDiffBackend(AutoForwardDiff())
rb_proj_zyg = ManifoldDiff.RiemannianProjectionBackend(AutoZygote())
rb_onb_fd51 = TangentDiffBackend(AutoFiniteDifferences(central_fdm(5, 1)))
rb_onb_fwdd = TangentDiffBackend(AutoForwardDiff())
rb_proj_zyg = RiemannianProjectionBackend(AutoZygote())

s2 = Sphere(2)

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println(ManifoldDiff.gradient(s2, f, q, rb_onb_fwdd))
println(ManifoldDiff.gradient(s2, f, q, rb_proj_zyg))</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">[3.999999999999511, 0.0, 7.999999999999624]
[4.0, 0.0, 8.0]
[4.0, 0.0, 8.0]</code></pre><p><a href="../library/#ManifoldDiff.TangentDiffBackend"><code>TangentDiffBackend</code></a> reduces dimensionality of the problem to the intrinsic dimension of the manifold, while <a href="../library/#ManifoldDiff.RiemannianProjectionBackend"><code>RiemannianProjectionBackend</code></a> relies on converting Euclidean gradient in the embedding to the Riemannian one.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Home</a><a class="docs-footer-nextpage" href="../backends/">Backends »</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="Monday 2 December 2024 14:12">Monday 2 December 2024</span>. Using Julia version 1.11.1.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
[4.0, 0.0, 8.0]</code></pre><p><a href="../library/#ManifoldDiff.TangentDiffBackend"><code>TangentDiffBackend</code></a> reduces dimensionality of the problem to the intrinsic dimension of the manifold, while <a href="../library/#ManifoldDiff.RiemannianProjectionBackend"><code>RiemannianProjectionBackend</code></a> relies on converting Euclidean gradient in the embedding to the Riemannian one.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Home</a><a class="docs-footer-nextpage" href="../backends/">Backends »</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="Monday 2 December 2024 14:32">Monday 2 December 2024</span>. Using Julia version 1.11.1.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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