Experimental¶
+!!! warning +This part is experimental and might not work in each case. If you would like to suggest any changes, please let us know.
+Installation in Windows via WSL¶
+SMAC can be installed in a WSL (Windows Subsystem for Linux) under Windows.
+1) Install WSL under Windows
+Install WSL under Windows. This SMAC installation workflow was tested with Ubuntu 18.04. For Ubuntu 20.04, +it has been observed that the SMAC installation results in a segmentation fault (core dumped).
+2) Get Anaconda
+Download an Anaconda Linux version to drive D under Windows, e.g. D:\Anaconda3-2023.03-1-Linux-x86_64
+In the WSL, Windows resources are mounted under /mnt:
+cd /mnt/d
+bash Anaconda3-2023.03-1-Linux-x86_64
+Enter this command to create the environment variable:
+export PATH="$PATH:/home/${USER}/anaconda3/bin
+Input python to check if the installation was successful.
3) Install SMAC
+Change to your home folder and install the general software there:
+cd /home/${USER}
+sudo apt-get install software-properties-common
+sudo apt-get update
+sudo apt-get install build-essential swig
+conda install gxx_linux-64 gcc_linux-64 swig
+curl https://raw.githubusercontent.com/automl/smac3/master/requirements.txt | xargs -n 1 -L 1 pip install
+Installation in Pure Windows¶
+Please refer to this issue for installation instructions for SMAC3-1.4 and SMAC3-2.x.
+
+
+## Introduction
+
+SMAC is a tool for algorithm configuration to optimize the parameters of arbitrary algorithms, including hyperparameter optimization of Machine Learning algorithms. The main core consists of Bayesian Optimization in combination with an aggressive racing mechanism to efficiently decide which of two configurations performs better.
+
+SMAC3 is written in Python3 and continuously tested with Python 3.8, 3.9, and 3.10. Its Random Forest is written in C++. In the following, SMAC is representatively mentioned for SMAC3.
+
+
+## Cite Us
+If you use SMAC, please cite our [JMLR paper](https://jmlr.org/papers/v23/21-0888.html):
+
+```bibtex
+@article{lindauer-jmlr22a,
+ author = {Marius Lindauer and Katharina Eggensperger and Matthias Feurer and André Biedenkapp and Difan Deng and Carolin Benjamins and Tim Ruhkopf and René Sass and Frank Hutter},
+ title = {SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization},
+ journal = {Journal of Machine Learning Research},
+ year = {2022},
+ volume = {23},
+ number = {54},
+ pages = {1--9},
+ url = {http://jmlr.org/papers/v23/21-0888.html}
+}
+```
+
+For the original idea, we refer to:
+
+```text
+Hutter, F. and Hoos, H. H. and Leyton-Brown, K.
+Sequential Model-Based Optimization for General Algorithm Configuration
+In: Proceedings of the conference on Learning and Intelligent Optimization (LION 5)
+```
+
+## Contact
+
+SMAC3 is developed by [AutoML.org](https://www.automl.org). If you want to contribute or found an issue, please visit our [GitHub page](https://github.com/automl/SMAC3). Our guidelines for contributing to this package can be found [here](https://github.com/automl/SMAC3/blob/main/CONTRIBUTING.md).
diff --git a/docs/_build/html/_sources/sg_execution_times.rst.txt b/docs/_build/html/_sources/sg_execution_times.rst.txt
new file mode 100644
index 0000000000..78433a96ac
--- /dev/null
+++ b/docs/_build/html/_sources/sg_execution_times.rst.txt
@@ -0,0 +1,37 @@
+
+:orphan:
+
+.. _sphx_glr_sg_execution_times:
+
+
+Computation times
+=================
+**00:00.000** total execution time for 0 files **from all galleries**:
+
+.. container::
+
+ .. raw:: html
+
+
+
+
+
+
+
+ .. list-table::
+ :header-rows: 1
+ :class: table table-striped sg-datatable
+
+ * - Example
+ - Time
+ - Mem (MB)
+ * - N/A
+ - N/A
+ - N/A
diff --git a/docs/_build/html/_static/basic.css b/docs/_build/html/_static/basic.css
new file mode 100644
index 0000000000..3fd1eb3d83
--- /dev/null
+++ b/docs/_build/html/_static/basic.css
@@ -0,0 +1,906 @@
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+
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+}
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+}
+
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new file mode 100644
index 0000000000..327f6b639a
--- /dev/null
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new file mode 100644
index 0000000000..4fea24e7df
Binary files /dev/null and b/docs/_build/html/_static/broken_example.png differ
diff --git a/docs/_build/html/_static/css/custom.css b/docs/_build/html/_static/css/custom.css
new file mode 100644
index 0000000000..efdce4c764
--- /dev/null
+++ b/docs/_build/html/_static/css/custom.css
@@ -0,0 +1,254 @@
+h1,
+h2,
+h3,
+h4 {
+ overflow-wrap: break-word !important;
+}
+
+
+.bd-search {
+ margin: 0;
+ padding-left: 0;
+ padding-right: 0;
+}
+
+.bd-search .icon {
+ left: 10px;
+}
+
+#navbar-main {
+ padding: 1em 0px;
+}
+
+#navbar-collapsible {
+ padding: 0;
+}
+
+#navbar-icon-links {
+ margin-right: 1em !important;
+}
+
+.navbar-nav {
+ flex-direction: row;
+}
+
+.navbar-light .navbar-nav li a.nav-link {
+ padding: 0 5px 0 0;
+}
+
+#navbar-start {
+ height: 42px;
+}
+
+.navbar-brand {
+ height: 42px;
+ padding: 0px;
+}
+
+#navbar-icon-links i.fa,
+#navbar-icon-links i.fab,
+#navbar-icon-links i.far,
+#navbar-icon-links i.fas {
+ line-height: normal !important;
+}
+
+@media (max-width:959.98px) {
+
+ .navbar-expand-lg>.container,
+ .navbar-expand-lg>.container-fluid,
+ .navbar-expand-lg>.container-lg,
+ .navbar-expand-lg>.container-md,
+ .navbar-expand-lg>.container-sm,
+ .navbar-expand-lg>.container-xl {
+ padding-right: 15px;
+ padding-left: 15px;
+ }
+
+ .navbar-expand-lg .navbar-end-item {
+ margin-top: 0.5em;
+ }
+
+ .navbar-expand-lg #navbar-icon-links {
+ margin-top: 1em;
+ }
+}
+
+.bd-sidebar {
+ margin-top: 0;
+}
+
+nav#bd-docs-nav a.internal {
+ padding: 5px 15px !important;
+}
+
+nav#bd-docs-nav ul ul {
+ padding-left: 15px;
+}
+
+
+p.sphx-glr-signature,
+p.sphx-glr-timing,
+.sphx-glr-download,
+.sphx-glr-download-link-note {
+ display: none;
+}
+
+
+.sphx-glr-thumbcontainer::before {
+ display: none !important;
+}
+
+.sphx-glr-thumbcontainer {
+ margin: 1px 0 !important;
+ background-color: gray;
+ min-height: auto !important;
+ padding: 0 !important;
+ width: 100% !important;
+ box-shadow: none !important;
+ -webkit-box-shadow: none !important;
+ border: 1px solid rgba(220, 220, 220, 1.0) !important;
+ text-align: center;
+}
+
+.sphx-glr-thumbcontainer:hover {
+ box-shadow: none !important;
+ border: 1px solid rgba(190, 190, 190, 1.0) !important;
+}
+
+.sphx-glr-thumbcontainer figcaption {
+ padding: 0 !important;
+}
+
+.sphx-glr-thumbcontainer a.headerlink {
+ display: none;
+}
+
+.sphx-glr-thumbcontainer p {
+ margin: 0 !important;
+}
+
+.sphx-glr-thumbcontainer .figure,
+.sphx-glr-thumbcontainer figure {
+ height: auto !important;
+ margin: 0 !important;
+ padding: 0 !important;
+ width: 100% !important;
+}
+
+.sphx-glr-thumbcontainer .figure p.caption {
+ padding: 0 !important;
+}
+
+.sphx-glr-thumbcontainer .figure p.caption:hover {
+ box-shadow: none !important;
+ -webkit-box-shadow: none !important;
+}
+
+.sphx-glr-thumbcontainer img {
+ display: none !important;
+}
+
+.sphx-glr-thumbcontainer .figure img {
+ display: none !important;
+}
+
+.sphx-glr-thumbcontainer a.internal {
+ position: relative !important;
+ padding: .75rem !important;
+ border: 0 !important;
+ text-align: center;
+}
+
+.sphx-glr-thumbcontainer a.internal:hover {
+ box-shadow: none !important;
+ -webkit-box-shadow: none !important;
+ text-decoration: none;
+}
+
+/* For version 5.0 */
+.sphx-glr-thumbcontainer .sphx-glr-thumbnail-title {
+ padding: .75rem !important;
+}
+
+
+/* Disable tooltip */
+.sphx-glr-thumbcontainer::after {
+ display: none !important;
+}
+
+.sphx-glr-thumbcontainer[tooltip]::before,
+.sphx-glr-thumbcontainer[tooltip]::after,
+.sphx-glr-thumbcontainer[tooltip]:hover::before,
+.sphx-glr-thumbcontainer[tooltip]:hover::after {
+ display: none;
+}
+
+dt:target,
+span.highlighted {
+ background-color: #ffff0020;
+}
+
+.section {
+ margin-bottom: 1.5rem;
+}
+
+
+/* TABLE */
+
+
+/* Make it scrollable */
+table.table {
+ display: block;
+ overflow-x: auto;
+ white-space: nowrap;
+}
+
+/* API DOC */
+
+p.rubric {
+ margin: 2rem 0 1rem;
+ padding-bottom: 1rem;
+ border-bottom: 1px solid rgba(128, 128, 128, 0.5);
+}
+
+table.autosummary {
+ display: table !important;
+ white-space: normal !important;
+}
+
+table.autosummary td,
+table.autosummary th {
+ border: 0px;
+ border-bottom: 1px solid rgba(220, 220, 220, 1.0);
+}
+
+dl.py {
+ margin-top: 2rem;
+}
+
+dl.field-list>dt {
+ padding-left: 0;
+}
+
+p.sphx-glr-script-out {
+ display: none;
+}
+
+/* SEARCH */
+
+#search-input {
+ border: 1px solid rgba(128, 128, 128, 0.5);
+ border-radius: .25rem;
+
+ cursor: text;
+ text-align: left;
+}
+
+#navbar-main .bd-search {
+ padding-top: 0;
+ padding-bottom: 0;
+}
+
+#navbar-main .bd-search .icon {
+ top: 10px;
+}
\ No newline at end of file
diff --git a/docs/_build/html/_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css b/docs/_build/html/_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css
new file mode 100644
index 0000000000..83d96e646a
--- /dev/null
+++ b/docs/_build/html/_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css
@@ -0,0 +1,6 @@
+/*!
+ * Bootstrap v4.6.0 (https://getbootstrap.com/)
+ * Copyright 2011-2021 The Bootstrap Authors
+ * Copyright 2011-2021 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root{--blue:#007bff;--indigo:#6610f2;--purple:#6f42c1;--pink:#e83e8c;--red:#dc3545;--orange:#fd7e14;--yellow:#ffc107;--green:#28a745;--teal:#20c997;--cyan:#17a2b8;--white:#fff;--gray:#6c757d;--gray-dark:#343a40;--primary:#007bff;--secondary:#6c757d;--success:#28a745;--info:#17a2b8;--warning:#ffc107;--danger:#dc3545;--light:#f8f9fa;--dark:#343a40;--breakpoint-xs:0;--breakpoint-sm:540px;--breakpoint-md:720px;--breakpoint-lg:960px;--breakpoint-xl:1200px;--font-family-sans-serif:-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans","Liberation Sans",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--font-family-monospace:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier 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.nav.visible,.bd-toc .nav>.active>ul{display:block}.prev-next-area{margin:20px 0}.prev-next-area p{margin:0 .3em;line-height:1.3em}.prev-next-area i{font-size:1.2em}.prev-next-area a{display:flex;align-items:center;border:none;padding:10px;max-width:45%;overflow-x:hidden;color:rgba(0,0,0,.65);text-decoration:none}.prev-next-area a p.prev-next-title{color:rgba(var(--pst-color-link),1);font-weight:600;font-size:1.1em}.prev-next-area a:hover p.prev-next-title{text-decoration:underline}.prev-next-area a .prev-next-info{flex-direction:column;margin:0 .5em}.prev-next-area a .prev-next-info .prev-next-subtitle{text-transform:capitalize}.prev-next-area a.left-prev{float:left}.prev-next-area a.right-next{float:right}.prev-next-area a.right-next div.prev-next-info{text-align:right}.alert{padding-bottom:0}.alert-info a{color:#e83e8c}#navbar-icon-links i.fa,#navbar-icon-links i.fab,#navbar-icon-links i.far,#navbar-icon-links i.fas{vertical-align:middle;font-style:normal;font-size:1.5rem;line-height:1.25}#navbar-icon-links i.fa-github-square:before{color:#333}#navbar-icon-links i.fa-twitter-square:before{color:#55acee}#navbar-icon-links i.fa-gitlab:before{color:#548}#navbar-icon-links i.fa-bitbucket:before{color:#0052cc}.tocsection{border-left:1px solid #eee;padding:.3rem 1.5rem}.tocsection i{padding-right:.5rem}.editthispage{padding-top:2rem}.editthispage a{color:var(--pst-color-sidebar-link-active)}.xr-wrap[hidden]{display:block!important}.toctree-checkbox{position:absolute;display:none}.toctree-checkbox~ul{display:none}.toctree-checkbox~label i{transform:rotate(0deg)}.toctree-checkbox:checked~ul{display:block}.toctree-checkbox:checked~label i{transform:rotate(180deg)}.bd-sidebar li{position:relative}.bd-sidebar label{position:absolute;top:0;right:0;height:30px;width:30px;cursor:pointer;display:flex;justify-content:center;align-items:center}.bd-sidebar label:hover{background:rgba(var(--pst-color-sidebar-expander-background-hover),1)}.bd-sidebar label i{display:inline-block;font-size:.75rem;text-align:center}.bd-sidebar label i:hover{color:rgba(var(--pst-color-sidebar-link-hover),1)}.bd-sidebar li.has-children>.reference{padding-right:30px}div.doctest>div.highlight span.gp,span.linenos,table.highlighttable td.linenos{user-select:none;-webkit-user-select:text;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none}.docutils.container{padding-left:unset;padding-right:unset}
\ No newline at end of file
diff --git a/docs/_build/html/_static/css/theme.css b/docs/_build/html/_static/css/theme.css
new file mode 100644
index 0000000000..c57fa69bf5
--- /dev/null
+++ b/docs/_build/html/_static/css/theme.css
@@ -0,0 +1,119 @@
+/* Provided by the Sphinx base theme template at build time */
+@import "../basic.css";
+
+:root {
+ /*****************************************************************************
+ * Theme config
+ **/
+ --pst-header-height: 60px;
+
+ /*****************************************************************************
+ * Font size
+ **/
+ --pst-font-size-base: 15px; /* base font size - applied at body / html level */
+
+ /* heading font sizes */
+ --pst-font-size-h1: 36px;
+ --pst-font-size-h2: 32px;
+ --pst-font-size-h3: 26px;
+ --pst-font-size-h4: 21px;
+ --pst-font-size-h5: 18px;
+ --pst-font-size-h6: 16px;
+
+ /* smaller then heading font sizes*/
+ --pst-font-size-milli: 12px;
+
+ --pst-sidebar-font-size: .9em;
+ --pst-sidebar-caption-font-size: .9em;
+
+ /*****************************************************************************
+ * Font family
+ **/
+ /* These are adapted from https://systemfontstack.com/ */
+ --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI, "Helvetica Neue",
+ Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji, Segoe UI Symbol;
+ --pst-font-family-monospace-system: "SFMono-Regular", Menlo, Consolas, Monaco,
+ Liberation Mono, Lucida Console, monospace;
+
+ --pst-font-family-base: var(--pst-font-family-base-system);
+ --pst-font-family-heading: var(--pst-font-family-base);
+ --pst-font-family-monospace: var(--pst-font-family-monospace-system);
+
+ /*****************************************************************************
+ * Color
+ *
+ * Colors are defined in rgb string way, "red, green, blue"
+ **/
+ --pst-color-primary: 19, 6, 84;
+ --pst-color-success: 40, 167, 69;
+ --pst-color-info: 0, 123, 255; /*23, 162, 184;*/
+ --pst-color-warning: 255, 193, 7;
+ --pst-color-danger: 220, 53, 69;
+ --pst-color-text-base: 51, 51, 51;
+
+ --pst-color-h1: var(--pst-color-primary);
+ --pst-color-h2: var(--pst-color-primary);
+ --pst-color-h3: var(--pst-color-text-base);
+ --pst-color-h4: var(--pst-color-text-base);
+ --pst-color-h5: var(--pst-color-text-base);
+ --pst-color-h6: var(--pst-color-text-base);
+ --pst-color-paragraph: var(--pst-color-text-base);
+ --pst-color-link: 0, 91, 129;
+ --pst-color-link-hover: 227, 46, 0;
+ --pst-color-headerlink: 198, 15, 15;
+ --pst-color-headerlink-hover: 255, 255, 255;
+ --pst-color-preformatted-text: 34, 34, 34;
+ --pst-color-preformatted-background: 250, 250, 250;
+ --pst-color-inline-code: 232, 62, 140;
+
+ --pst-color-active-navigation: 19, 6, 84;
+ --pst-color-navbar-link: 77, 77, 77;
+ --pst-color-navbar-link-hover: var(--pst-color-active-navigation);
+ --pst-color-navbar-link-active: var(--pst-color-active-navigation);
+ --pst-color-sidebar-link: 77, 77, 77;
+ --pst-color-sidebar-link-hover: var(--pst-color-active-navigation);
+ --pst-color-sidebar-link-active: var(--pst-color-active-navigation);
+ --pst-color-sidebar-expander-background-hover: 244, 244, 244;
+ --pst-color-sidebar-caption: 77, 77, 77;
+ --pst-color-toc-link: 119, 117, 122;
+ --pst-color-toc-link-hover: var(--pst-color-active-navigation);
+ --pst-color-toc-link-active: var(--pst-color-active-navigation);
+
+ /*****************************************************************************
+ * Icon
+ **/
+
+ /* font awesome icons*/
+ --pst-icon-check-circle: '\f058';
+ --pst-icon-info-circle: '\f05a';
+ --pst-icon-exclamation-triangle: '\f071';
+ --pst-icon-exclamation-circle: '\f06a';
+ --pst-icon-times-circle: '\f057';
+ --pst-icon-lightbulb: '\f0eb';
+
+ /*****************************************************************************
+ * Admonitions
+ **/
+
+ --pst-color-admonition-default: var(--pst-color-info);
+ --pst-color-admonition-note: var(--pst-color-info);
+ --pst-color-admonition-attention: var(--pst-color-warning);
+ --pst-color-admonition-caution: var(--pst-color-warning);
+ --pst-color-admonition-warning: var(--pst-color-warning);
+ --pst-color-admonition-danger: var(--pst-color-danger);
+ --pst-color-admonition-error: var(--pst-color-danger);
+ --pst-color-admonition-hint: var(--pst-color-success);
+ --pst-color-admonition-tip: var(--pst-color-success);
+ --pst-color-admonition-important: var(--pst-color-success);
+
+ --pst-icon-admonition-default: var(--pst-icon-info-circle);
+ --pst-icon-admonition-note: var(--pst-icon-info-circle);
+ --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);
+ --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);
+ --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);
+ --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);
+ --pst-icon-admonition-error: var(--pst-icon-times-circle);
+ --pst-icon-admonition-hint: var(--pst-icon-lightbulb);
+ --pst-icon-admonition-tip: var(--pst-icon-lightbulb);
+ --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);
+}
diff --git a/docs/_build/html/_static/doctools.js b/docs/_build/html/_static/doctools.js
new file mode 100644
index 0000000000..0398ebb9f0
--- /dev/null
+++ b/docs/_build/html/_static/doctools.js
@@ -0,0 +1,149 @@
+/*
+ * Base JavaScript utilities for all Sphinx HTML documentation.
+ */
+"use strict";
+
+const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
+ "TEXTAREA",
+ "INPUT",
+ "SELECT",
+ "BUTTON",
+]);
+
+const _ready = (callback) => {
+ if (document.readyState !== "loading") {
+ callback();
+ } else {
+ document.addEventListener("DOMContentLoaded", callback);
+ }
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const Documentation = {
+ init: () => {
+ Documentation.initDomainIndexTable();
+ Documentation.initOnKeyListeners();
+ },
+
+ /**
+ * i18n support
+ */
+ TRANSLATIONS: {},
+ PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
+ LOCALE: "unknown",
+
+ // gettext and ngettext don't access this so that the functions
+ // can safely bound to a different name (_ = Documentation.gettext)
+ gettext: (string) => {
+ const translated = Documentation.TRANSLATIONS[string];
+ switch (typeof translated) {
+ case "undefined":
+ return string; // no translation
+ case "string":
+ return translated; // translation exists
+ default:
+ return translated[0]; // (singular, plural) translation tuple exists
+ }
+ },
+
+ ngettext: (singular, plural, n) => {
+ const translated = Documentation.TRANSLATIONS[singular];
+ if (typeof translated !== "undefined")
+ return translated[Documentation.PLURAL_EXPR(n)];
+ return n === 1 ? singular : plural;
+ },
+
+ addTranslations: (catalog) => {
+ Object.assign(Documentation.TRANSLATIONS, catalog.messages);
+ Documentation.PLURAL_EXPR = new Function(
+ "n",
+ `return (${catalog.plural_expr})`
+ );
+ Documentation.LOCALE = catalog.locale;
+ },
+
+ /**
+ * helper function to focus on search bar
+ */
+ focusSearchBar: () => {
+ document.querySelectorAll("input[name=q]")[0]?.focus();
+ },
+
+ /**
+ * Initialise the domain index toggle buttons
+ */
+ initDomainIndexTable: () => {
+ const toggler = (el) => {
+ const idNumber = el.id.substr(7);
+ const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
+ if (el.src.substr(-9) === "minus.png") {
+ el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
+ toggledRows.forEach((el) => (el.style.display = "none"));
+ } else {
+ el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
+ toggledRows.forEach((el) => (el.style.display = ""));
+ }
+ };
+
+ const togglerElements = document.querySelectorAll("img.toggler");
+ togglerElements.forEach((el) =>
+ el.addEventListener("click", (event) => toggler(event.currentTarget))
+ );
+ togglerElements.forEach((el) => (el.style.display = ""));
+ if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
+ },
+
+ initOnKeyListeners: () => {
+ // only install a listener if it is really needed
+ if (
+ !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+ !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
+ )
+ return;
+
+ document.addEventListener("keydown", (event) => {
+ // bail for input elements
+ if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+ // bail with special keys
+ if (event.altKey || event.ctrlKey || event.metaKey) return;
+
+ if (!event.shiftKey) {
+ switch (event.key) {
+ case "ArrowLeft":
+ if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+ const prevLink = document.querySelector('link[rel="prev"]');
+ if (prevLink && prevLink.href) {
+ window.location.href = prevLink.href;
+ event.preventDefault();
+ }
+ break;
+ case "ArrowRight":
+ if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+ const nextLink = document.querySelector('link[rel="next"]');
+ if (nextLink && nextLink.href) {
+ window.location.href = nextLink.href;
+ event.preventDefault();
+ }
+ break;
+ }
+ }
+
+ // some keyboard layouts may need Shift to get /
+ switch (event.key) {
+ case "/":
+ if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+ Documentation.focusSearchBar();
+ event.preventDefault();
+ }
+ });
+ },
+};
+
+// quick alias for translations
+const _ = Documentation.gettext;
+
+_ready(Documentation.init);
diff --git a/docs/_build/html/_static/documentation_options.js b/docs/_build/html/_static/documentation_options.js
new file mode 100644
index 0000000000..37458b4a1d
--- /dev/null
+++ b/docs/_build/html/_static/documentation_options.js
@@ -0,0 +1,13 @@
+const DOCUMENTATION_OPTIONS = {
+ VERSION: '2.3.1',
+ LANGUAGE: 'en',
+ COLLAPSE_INDEX: false,
+ BUILDER: 'html',
+ FILE_SUFFIX: '.html',
+ LINK_SUFFIX: '.html',
+ HAS_SOURCE: true,
+ SOURCELINK_SUFFIX: '.txt',
+ NAVIGATION_WITH_KEYS: true,
+ SHOW_SEARCH_SUMMARY: true,
+ ENABLE_SEARCH_SHORTCUTS: true,
+};
\ No newline at end of file
diff --git a/docs/_build/html/_static/file.png b/docs/_build/html/_static/file.png
new file mode 100644
index 0000000000..a858a410e4
Binary files /dev/null and b/docs/_build/html/_static/file.png differ
diff --git a/docs/_build/html/_static/js/index.9ea38e314b9e6d9dab77.js b/docs/_build/html/_static/js/index.9ea38e314b9e6d9dab77.js
new file mode 100644
index 0000000000..99ad226742
--- /dev/null
+++ b/docs/_build/html/_static/js/index.9ea38e314b9e6d9dab77.js
@@ -0,0 +1,32 @@
+!function(t){var e={};function n(i){if(e[i])return e[i].exports;var o=e[i]={i:i,l:!1,exports:{}};return t[i].call(o.exports,o,o.exports,n),o.l=!0,o.exports}n.m=t,n.c=e,n.d=function(t,e,i){n.o(t,e)||Object.defineProperty(t,e,{enumerable:!0,get:i})},n.r=function(t){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(t,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(t,"__esModule",{value:!0})},n.t=function(t,e){if(1&e&&(t=n(t)),8&e)return t;if(4&e&&"object"==typeof t&&t&&t.__esModule)return t;var i=Object.create(null);if(n.r(i),Object.defineProperty(i,"default",{enumerable:!0,value:t}),2&e&&"string"!=typeof t)for(var o in t)n.d(i,o,function(e){return t[e]}.bind(null,o));return i},n.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return n.d(e,"a",e),e},n.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},n.p="",n(n.s=2)}([function(t,e){t.exports=jQuery},function(t,e,n){"use strict";n.r(e),function(t){
+/**!
+ * @fileOverview Kickass library to create and place poppers near their reference elements.
+ * @version 1.16.1
+ * @license
+ * Copyright (c) 2016 Federico Zivolo and contributors
+ *
+ * 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:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * 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.
+ */
+var n="undefined"!=typeof window&&"undefined"!=typeof document&&"undefined"!=typeof navigator,i=function(){for(var t=["Edge","Trident","Firefox"],e=0;e