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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Contents · SymbolicRegression.jl</title><script data-outdated-warner src="../assets/warner.js"></script><link rel="canonical" href="https://astroautomata.com/SymbolicRegression.jl/stable/index_base/"/><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.svg" alt="SymbolicRegression.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href>SymbolicRegression.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>Contents</a></li><li><a class="tocitem" href="../">Home</a></li><li><a class="tocitem" href="../examples/">Examples</a></li><li><a class="tocitem" href="../api/">API</a></li><li><a class="tocitem" href="../losses/">Losses</a></li><li><a class="tocitem" href="../types/">Types</a></li><li><a class="tocitem" href="../customization/">Customization</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>Contents</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Contents</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/MilesCranmer/SymbolicRegression.jl/blob/master/docs/src/index_base.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="Contents"><a class="docs-heading-anchor" href="#Contents">Contents</a><a id="Contents-1"></a><a class="docs-heading-anchor-permalink" href="#Contents" title="Permalink"></a></h1><ul><li><a href="../examples/#Toy-Examples-with-Code">Toy Examples with Code</a></li><li class="no-marker"><ul><li><a href="../examples/#.-Simple-search">1. Simple search</a></li><li><a href="../examples/#.-Custom-operator">2. Custom operator</a></li><li><a href="../examples/#.-Multiple-outputs">3. Multiple outputs</a></li><li><a href="../examples/#.-Plotting-an-expression">4. Plotting an expression</a></li><li><a href="../examples/#.-Other-types">5. Other types</a></li><li><a href="../examples/#.-Dimensional-constraints">6. Dimensional constraints</a></li><li><a href="../examples/#.-Working-with-Expressions">7. Working with Expressions</a></li><li><a href="../examples/#.-Parametric-Expressions">8. Parametric Expressions</a></li><li><a href="../examples/#.-Additional-features">9. Additional features</a></li></ul></li><li><a href="../api/#API">API</a></li><li class="no-marker"><ul><li><a href="../api/#MLJ-interface">MLJ interface</a></li><li><a href="../api/#Low-Level-API">Low-Level API</a></li><li><a href="../api/#Options">Options</a></li><li><a href="../api/#Printing">Printing</a></li><li><a href="../api/#Evaluation">Evaluation</a></li><li><a href="../api/#Derivatives">Derivatives</a></li><li><a href="../api/#SymbolicUtils.jl-interface">SymbolicUtils.jl interface</a></li><li><a href="../api/#Pareto-frontier">Pareto frontier</a></li></ul></li><li><a href="../types/#Types">Types</a></li><li class="no-marker"><ul><li><a href="../types/#Equations">Equations</a></li><li><a href="../types/#Expressions">Expressions</a></li><li><a href="../types/#Parametric-Expressions">Parametric Expressions</a></li><li><a href="../types/#Template-Expressions">Template Expressions</a></li><li><a href="../types/#Population">Population</a></li><li><a href="../types/#Population-members">Population members</a></li><li><a href="../types/#Hall-of-Fame">Hall of Fame</a></li><li><a href="../types/#Dataset">Dataset</a></li></ul></li><li><a href="../losses/#Losses">Losses</a></li><li class="no-marker"><ul><li><a href="../losses/#Regression">Regression</a></li><li><a href="../losses/#Classification">Classification</a></li></ul></li></ul></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="../">Home »</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="Friday 18 October 2024 09:29">Friday 18 October 2024</span>. 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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Contents · SymbolicRegression.jl</title><script data-outdated-warner src="../assets/warner.js"></script><link rel="canonical" href="https://astroautomata.com/SymbolicRegression.jl/stable/index_base/"/><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.svg" alt="SymbolicRegression.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href>SymbolicRegression.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>Contents</a></li><li><a class="tocitem" href="../">Home</a></li><li><span class="tocitem">Examples</span><ul><li><a class="tocitem" href="../examples/">Short Examples</a></li><li><a class="tocitem" href="../examples/template_expression/">Template Expressions</a></li></ul></li><li><a class="tocitem" href="../api/">API</a></li><li><a class="tocitem" href="../losses/">Losses</a></li><li><a class="tocitem" href="../types/">Types</a></li><li><a class="tocitem" href="../customization/">Customization</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>Contents</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Contents</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/MilesCranmer/SymbolicRegression.jl/blob/master/docs/src/index_base.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="Contents"><a class="docs-heading-anchor" href="#Contents">Contents</a><a id="Contents-1"></a><a class="docs-heading-anchor-permalink" href="#Contents" title="Permalink"></a></h1><ul><li><a href="../examples/#Toy-Examples-with-Code">Toy Examples with Code</a></li><li class="no-marker"><ul><li><a href="../examples/#.-Simple-search">1. Simple search</a></li><li><a href="../examples/#.-Custom-operator">2. Custom operator</a></li><li><a href="../examples/#.-Multiple-outputs">3. Multiple outputs</a></li><li><a href="../examples/#.-Plotting-an-expression">4. Plotting an expression</a></li><li><a href="../examples/#.-Other-types">5. Other types</a></li><li><a href="../examples/#.-Dimensional-constraints">6. Dimensional constraints</a></li><li><a href="../examples/#.-Working-with-Expressions">7. Working with Expressions</a></li><li><a href="../examples/#.-Parametric-Expressions">8. Parametric Expressions</a></li><li><a href="../examples/#.-Additional-features">9. Additional features</a></li><li><a href="../examples/#.-Template-Expressions">10. Template Expressions</a></li></ul></li><li><a href="../examples/template_expression/#Searching-with-template-expressions">Searching with template expressions</a></li><li class="no-marker"><ul><li><a href="../examples/template_expression/#The-Physical-Problem">The Physical Problem</a></li></ul></li><li><a href="../api/#API">API</a></li><li class="no-marker"><ul><li><a href="../api/#MLJ-interface">MLJ interface</a></li><li><a href="../api/#Low-Level-API">Low-Level API</a></li><li><a href="../api/#Options">Options</a></li><li><a href="../api/#Printing">Printing</a></li><li><a href="../api/#Evaluation">Evaluation</a></li><li><a href="../api/#Derivatives">Derivatives</a></li><li><a href="../api/#SymbolicUtils.jl-interface">SymbolicUtils.jl interface</a></li><li><a href="../api/#Pareto-frontier">Pareto frontier</a></li></ul></li><li><a href="../types/#Types">Types</a></li><li class="no-marker"><ul><li><a href="../types/#Equations">Equations</a></li><li><a href="../types/#Expressions">Expressions</a></li><li><a href="../types/#Parametric-Expressions">Parametric Expressions</a></li><li><a href="../types/#Template-Expressions">Template Expressions</a></li><li><a href="../types/#Population">Population</a></li><li><a href="../types/#Population-members">Population members</a></li><li><a href="../types/#Hall-of-Fame">Hall of Fame</a></li><li><a href="../types/#Dataset">Dataset</a></li></ul></li><li><a href="../losses/#Losses">Losses</a></li><li class="no-marker"><ul><li><a href="../losses/#Regression">Regression</a></li><li><a href="../losses/#Classification">Classification</a></li></ul></li></ul></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="../">Home »</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 30 October 2024 18:47">Wednesday 30 October 2024</span>. 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