build based on 1998579

Julia-XAI · Aug 23, 2023 · 07aa451 · 07aa451
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 <!DOCTYPE html>
-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Home · ExplainableAI.jl</title><script data-outdated-warner src="assets/warner.js"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/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="assets/documenter.js"></script><script src="siteinfo.js"></script><script src="../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href><img src="assets/logo.png" alt="ExplainableAI.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href>ExplainableAI.jl</a></span></div><form class="docs-search" action="search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li class="is-active"><a class="tocitem" href>Home</a><ul class="internal"><li><a class="tocitem" href="#Installation"><span>Installation</span></a></li><li><a class="tocitem" href="#Manual"><span>Manual</span></a></li><li><a class="tocitem" href="#API-reference"><span>API reference</span></a></li></ul></li><li><a class="tocitem" href="generated/example/">Getting started</a></li><li><a class="tocitem" href="generated/advanced_lrp/">Advanced LRP</a></li><li><a class="tocitem" href="api/">API Reference</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"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Home</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Home</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/adrhill/ExplainableAI.jl/blob/master/docs/src/index.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="ExplainableAI.jl"><a class="docs-heading-anchor" href="#ExplainableAI.jl">ExplainableAI.jl</a><a id="ExplainableAI.jl-1"></a><a class="docs-heading-anchor-permalink" href="#ExplainableAI.jl" title="Permalink"></a></h1><p>Explainable AI in Julia using <a href="https://fluxml.ai">Flux.jl</a>.</p><h2 id="Installation"><a class="docs-heading-anchor" href="#Installation">Installation</a><a id="Installation-1"></a><a class="docs-heading-anchor-permalink" href="#Installation" title="Permalink"></a></h2><p>To install this package and its dependencies, open the Julia REPL and run </p><pre><code class="language-julia-repl hljs">julia&gt; ]add ExplainableAI</code></pre><h2 id="Manual"><a class="docs-heading-anchor" href="#Manual">Manual</a><a id="Manual-1"></a><a class="docs-heading-anchor-permalink" href="#Manual" title="Permalink"></a></h2><ul><li><a href="generated/example/#Getting-started">Getting started</a></li><li class="no-marker"><ul><li><a href="generated/example/#Calling-the-analyzer">Calling the analyzer</a></li><li><a href="generated/example/#Neuron-selection">Neuron selection</a></li><li><a href="generated/example/#Input-batches">Input batches</a></li><li><a href="generated/example/#Automatic-heatmap-presets">Automatic heatmap presets</a></li><li><a href="generated/example/#Custom-heatmap-settings">Custom heatmap settings</a></li></ul></li><li><a href="generated/advanced_lrp/#Advanced-LRP-usage">Advanced LRP usage</a></li><li class="no-marker"><ul><li><a href="generated/advanced_lrp/#LRP-composites">LRP composites</a></li><li><a href="generated/advanced_lrp/#Custom-LRP-rules">Custom LRP rules</a></li><li><a href="generated/advanced_lrp/#Custom-layers-and-activation-functions">Custom layers and activation functions</a></li><li><a href="generated/advanced_lrp/#How-it-works-internally">How it works internally</a></li></ul></li></ul><h2 id="API-reference"><a class="docs-heading-anchor" href="#API-reference">API reference</a><a id="API-reference-1"></a><a class="docs-heading-anchor-permalink" href="#API-reference" title="Permalink"></a></h2><ul><li><a href="api/#Basics">Basics</a></li><li><a href="api/#Analyzers">Analyzers</a></li><li><a href="api/#Layer-wise-Relevance-Propagation">Layer-wise Relevance Propagation</a></li><li class="no-marker"><ul><li><a href="api/#LRP-rules">LRP rules</a></li><li><a href="api/#Custom-rules">Custom rules</a></li><li><a href="api/#Composites">Composites</a></li></ul></li><li><a href="api/#Utilities">Utilities</a></li><li><a href="api/#Index">Index</a></li></ul></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="generated/example/">Getting started »</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="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Wednesday 23 August 2023 15:47">Wednesday 23 August 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Home · ExplainableAI.jl</title><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/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="assets/documenter.js"></script><script src="siteinfo.js"></script><script src="../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href><img src="assets/logo.png" alt="ExplainableAI.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href>ExplainableAI.jl</a></span></div><form class="docs-search" action="search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li class="is-active"><a class="tocitem" href>Home</a><ul class="internal"><li><a class="tocitem" href="#Installation"><span>Installation</span></a></li><li><a class="tocitem" href="#Manual"><span>Manual</span></a></li><li><a class="tocitem" href="#API-reference"><span>API reference</span></a></li></ul></li><li><a class="tocitem" href="generated/example/">Getting started</a></li><li><a class="tocitem" href="generated/advanced_lrp/">Advanced LRP</a></li><li><a class="tocitem" href="api/">API Reference</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"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Home</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Home</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/adrhill/ExplainableAI.jl/blob/master/docs/src/index.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="ExplainableAI.jl"><a class="docs-heading-anchor" href="#ExplainableAI.jl">ExplainableAI.jl</a><a id="ExplainableAI.jl-1"></a><a class="docs-heading-anchor-permalink" href="#ExplainableAI.jl" title="Permalink"></a></h1><p>Explainable AI in Julia using <a href="https://fluxml.ai">Flux.jl</a>.</p><h2 id="Installation"><a class="docs-heading-anchor" href="#Installation">Installation</a><a id="Installation-1"></a><a class="docs-heading-anchor-permalink" href="#Installation" title="Permalink"></a></h2><p>To install this package and its dependencies, open the Julia REPL and run </p><pre><code class="language-julia-repl hljs">julia&gt; ]add ExplainableAI</code></pre><h2 id="Manual"><a class="docs-heading-anchor" href="#Manual">Manual</a><a id="Manual-1"></a><a class="docs-heading-anchor-permalink" href="#Manual" title="Permalink"></a></h2><ul><li><a href="generated/example/#Getting-started">Getting started</a></li><li class="no-marker"><ul><li><a href="generated/example/#Calling-the-analyzer">Calling the analyzer</a></li><li><a href="generated/example/#Neuron-selection">Neuron selection</a></li><li><a href="generated/example/#Input-batches">Input batches</a></li><li><a href="generated/example/#Automatic-heatmap-presets">Automatic heatmap presets</a></li><li><a href="generated/example/#Custom-heatmap-settings">Custom heatmap settings</a></li></ul></li><li><a href="generated/advanced_lrp/#Advanced-LRP-usage">Advanced LRP usage</a></li><li class="no-marker"><ul><li><a href="generated/advanced_lrp/#LRP-composites">LRP composites</a></li><li><a href="generated/advanced_lrp/#Custom-LRP-rules">Custom LRP rules</a></li><li><a href="generated/advanced_lrp/#Custom-layers-and-activation-functions">Custom layers and activation functions</a></li><li><a href="generated/advanced_lrp/#How-it-works-internally">How it works internally</a></li></ul></li></ul><h2 id="API-reference"><a class="docs-heading-anchor" href="#API-reference">API reference</a><a id="API-reference-1"></a><a class="docs-heading-anchor-permalink" href="#API-reference" title="Permalink"></a></h2><ul><li><a href="api/#Basics">Basics</a></li><li><a href="api/#Analyzers">Analyzers</a></li><li><a href="api/#Layer-wise-Relevance-Propagation">Layer-wise Relevance Propagation</a></li><li class="no-marker"><ul><li><a href="api/#LRP-rules">LRP rules</a></li><li><a href="api/#Custom-rules">Custom rules</a></li><li><a href="api/#Composites">Composites</a></li></ul></li><li><a href="api/#Utilities">Utilities</a></li><li><a href="api/#Index">Index</a></li></ul></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="generated/example/">Getting started »</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="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Wednesday 23 August 2023 15:56">Wednesday 23 August 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>