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+<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>LICENSE · LossFunctions.jl</title><script data-outdated-warner src="../assets/warner.js"></script><link rel="canonical" href="https://JuliaML.github.io/LossFunctions.jl/LICENSE/"/><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><link href="../assets/style.css" rel="stylesheet" type="text/css"/><link href="../assets/favicon.ico" rel="icon" type="image/x-icon"/></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../"><img src="../assets/logo.png" alt="LossFunctions.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../">LossFunctions.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><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../introduction/gettingstarted/">Getting Started</a></li><li><a class="tocitem" href="../introduction/motivation/">Background and Motivation</a></li></ul></li><li><span class="tocitem">User&#39;s Guide</span><ul><li><a class="tocitem" href="../user/interface/">Working with Losses</a></li><li><a class="tocitem" href="../user/aggregate/">Efficient Sum and Mean</a></li></ul></li><li><span class="tocitem">Available Losses</span><ul><li><a class="tocitem" href="../losses/distance/">Distance-based Losses</a></li><li><a class="tocitem" href="../losses/margin/">Margin-based Losses</a></li><li><a class="tocitem" href="../losses/other/">Other Losses</a></li></ul></li><li><span class="tocitem">Advances Topics</span><ul><li><a class="tocitem" href="../advanced/extend/">Altering existing Losses</a></li><li><a class="tocitem" href="../advanced/developer/">Developer Documentation</a></li></ul></li><li><a class="tocitem" href="../acknowledgements/">Acknowledgements</a></li><li class="is-active"><a class="tocitem" href>LICENSE</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>LICENSE</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>LICENSE</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/JuliaML/LossFunctions.jl/blob/master/docs/src/LICENSE.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="LICENSE"><a class="docs-heading-anchor" href="#LICENSE">LICENSE</a><a id="LICENSE-1"></a><a class="docs-heading-anchor-permalink" href="#LICENSE" title="Permalink"></a></h1><p>The LossFunctions.jl package is licensed under the MIT &quot;Expat&quot; License:</p><blockquote><p>Copyright (c) 2015: Christof Stocker, Tom Breloff, Alex Williams, and other contributers.</p><p>Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the &quot;Software&quot;), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:</p><p>The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.</p><p>THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p></blockquote><p>Partially based on EmpiricalRisks.jl by Dahua Lin</p><blockquote><p>The EmpiricalRisks.jl package is licensed under the MIT &quot;Expat&quot; License:</p><p>Copyright (c) 2015: Dahua Lin.</p><p>Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the &quot;Software&quot;), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:</p><p>The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.</p><p>THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p></blockquote></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../acknowledgements/">« Acknowledgements</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="Tuesday 10 December 2024 19:47">Tuesday 10 December 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>Acknowledgements · LossFunctions.jl</title><script data-outdated-warner src="../assets/warner.js"></script><link rel="canonical" href="https://JuliaML.github.io/LossFunctions.jl/acknowledgements/"/><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 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alt="LossFunctions.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../">LossFunctions.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><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../introduction/gettingstarted/">Getting Started</a></li><li><a class="tocitem" href="../introduction/motivation/">Background and Motivation</a></li></ul></li><li><span class="tocitem">User&#39;s Guide</span><ul><li><a class="tocitem" href="../user/interface/">Working with Losses</a></li><li><a class="tocitem" href="../user/aggregate/">Efficient Sum and Mean</a></li></ul></li><li><span class="tocitem">Available Losses</span><ul><li><a class="tocitem" href="../losses/distance/">Distance-based Losses</a></li><li><a class="tocitem" href="../losses/margin/">Margin-based Losses</a></li><li><a class="tocitem" href="../losses/other/">Other Losses</a></li></ul></li><li><span class="tocitem">Advances Topics</span><ul><li><a class="tocitem" href="../advanced/extend/">Altering existing Losses</a></li><li><a class="tocitem" href="../advanced/developer/">Developer Documentation</a></li></ul></li><li class="is-active"><a class="tocitem" href>Acknowledgements</a><ul class="internal"><li><a class="tocitem" href="#References"><span>References</span></a></li></ul></li><li><a class="tocitem" href="../LICENSE/">LICENSE</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>Acknowledgements</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Acknowledgements</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/JuliaML/LossFunctions.jl/blob/master/docs/src/acknowledgements.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="Acknowledgements"><a class="docs-heading-anchor" href="#Acknowledgements">Acknowledgements</a><a id="Acknowledgements-1"></a><a class="docs-heading-anchor-permalink" href="#Acknowledgements" title="Permalink"></a></h1><p>The basic design of this package is heavily modelled after the loss-related definitions in <sup class="footnote-reference"><a id="citeref-STEINWART2008" href="#footnote-STEINWART2008">[STEINWART2008]</a></sup>.</p><p>We would also like to mention that some early inspiration was drawn from <a href="https://github.com/lindahua/EmpiricalRisks.jl">EmpiricalRisks.jl</a></p><h2 id="References"><a class="docs-heading-anchor" href="#References">References</a><a id="References-1"></a><a class="docs-heading-anchor-permalink" href="#References" title="Permalink"></a></h2><section class="footnotes is-size-7"><ul><li class="footnote" id="footnote-STEINWART2008"><a class="tag is-link" href="#citeref-STEINWART2008">STEINWART2008</a>Steinwart, Ingo, and Andreas Christmann. <a href="https://www.springer.com/us/book/9780387772417">&quot;Support vector machines&quot;</a>. Springer Science &amp; Business Media, 2008.</li></ul></section></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../indices/">« Indices</a><a class="docs-footer-nextpage" href="../LICENSE/">LICENSE »</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="Tuesday 10 December 2024 19:47">Tuesday 10 December 2024</span>. 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alt="LossFunctions.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../">LossFunctions.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><span class="tocitem">Introduction</span><ul><li><a class="tocitem" href="../introduction/gettingstarted/">Getting Started</a></li><li><a class="tocitem" href="../introduction/motivation/">Background and Motivation</a></li></ul></li><li><span class="tocitem">User's Guide</span><ul><li><a class="tocitem" href="../user/interface/">Working with Losses</a></li><li><a class="tocitem" href="../user/aggregate/">Efficient Sum and Mean</a></li></ul></li><li><span class="tocitem">Available Losses</span><ul><li><a class="tocitem" href="../losses/distance/">Distance-based Losses</a></li><li><a class="tocitem" href="../losses/margin/">Margin-based Losses</a></li><li><a class="tocitem" href="../losses/other/">Other Losses</a></li></ul></li><li><span class="tocitem">Advances Topics</span><ul><li><a class="tocitem" href="../advanced/extend/">Altering existing Losses</a></li><li><a class="tocitem" href="../advanced/developer/">Developer Documentation</a></li></ul></li><li><a class="tocitem" href="../acknowledgements/">Acknowledgements</a></li><li class="is-active"><a class="tocitem" href>LICENSE</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>LICENSE</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>LICENSE</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/JuliaML/LossFunctions.jl/blob/master/docs/src/LICENSE.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="LICENSE"><a class="docs-heading-anchor" href="#LICENSE">LICENSE</a><a id="LICENSE-1"></a><a class="docs-heading-anchor-permalink" href="#LICENSE" title="Permalink"></a></h1><p>The LossFunctions.jl package is licensed under the MIT "Expat" License:</p><blockquote><p>Copyright (c) 2015: Christof Stocker, Tom Breloff, Alex Williams, and other contributers.</p><p>Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:</p><p>The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.</p><p>THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p></blockquote><p>Partially based on EmpiricalRisks.jl by Dahua Lin</p><blockquote><p>The EmpiricalRisks.jl package is licensed under the MIT "Expat" License:</p><p>Copyright (c) 2015: Dahua Lin.</p><p>Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:</p><p>The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.</p><p>THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p></blockquote></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../acknowledgements/">« Acknowledgements</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="Tuesday 10 December 2024 19:47">Tuesday 10 December 2024</span>. 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