PageSourceSearch

https://www.sktime.org/documentation/

html sktime.org collected 2026-10-03 23:43:49 UTC 51,212 bytes, 601 lines download raw bytes

1<!DOCTYPE html>
2<!--html lang="en"-->
3<html lang="en-CA">
4  <head>
5	<meta http-equiv="Content-Type" content="text/html; charset=UTF-8"/>
6    <meta name="viewport" content="width=device-width, initial-scale=1.0"/><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/"/>
7    <title>sktime: Python framework voor machine learning met tijdreeksen</title>
8  
8<script>
9    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
10    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
11  </script>
11
12  <!-- Loaded before other Sphinx assets -->
13  <link href="https://www.sktime.org/files/en/stable/_static/styles/theme_digest-9b1a4fa89bdd0e95b23b.css" rel="stylesheet">
14<link href="https://www.sktime.org/files/en/stable/_static/styles/pydata-sphinx-theme_digest-9b1a4fa89bdd0e95b23b.css" rel="stylesheet">
15  <link rel="stylesheet" href="https://www.sktime.org/files/en/stable/_static/vendor/fontawesome/6.1.2/css/all.min.css">
16  <link rel="preload" as="font" type="font/woff2" crossorigin href="https://www.sktime.org/files/en/stable/_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff">
17  <link rel="preload" as="font" type="font/woff2" crossorigin href="https://www.sktime.org/files/en/stable/_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff">
18    <link rel="stylesheet" type="text/css" href="https://www.sktime.org/files/en/stable/_static/pygments.css"/>
19    <link rel="stylesheet" type="text/css" href="https://www.sktime.org/en/stable/_static/fields.css"/>
20    <link rel="stylesheet" type="text/css" href="https://www.sktime.org/files/en/stable/_static/gallery.css"/>
21    <link rel="stylesheet" type="text/css" href="https://www.sktime.org/files/en/stable/_static/design-style.4045f2051d55cab465a707391d5b2007.min.css"/>
22    <link rel="stylesheet" type="text/css" href="https://www.sktime.org/files/_/static/css/badge_only.css"/>
23    <link rel="icon" sizes="16x16" type="image/ico" />
24    <link rel="stylesheet" type="text/css" href="https://www.sktime.org/files/en/stable/_static/css/custom.css"/>
25  <!-- Pre-loaded scripts that we'll load fully later -->
26  <link rel="preload" as="script" href="https://www.sktime.org/files/en/stable/_static/scripts/pydata-sphinx-theme_digest-9b1a4fa89bdd0e95b23b.js">
27    
27<script data-url_root="./" id="documentation_options" src="https://www.sktime.org/files/en/stable/_static/documentation_options.js"></script>
27
28    
28<script src="https://www.sktime.org/files/en/stable/_static/jquery.js"></script>
28
29    
29<script src="https://www.sktime.org/files/en/stable/_static/underscore.js"></script>
29
30    
30<script src="https://www.sktime.org/files/en/stable/_static/doctools.js"></script>
30
31    
31<script src="https://www.sktime.org/files/en/stable/_static/design-tabs.js"></script>
31
32    
32<script src="https://www.sktime.org/files/ajax/libs/require_js/2.3.4/require.min.js"></script>
32
33    
33<script async="async" src="https://www.sktime.org/files/_/static/javascript/readthedocs-doc-embed.js"></script>
33
34    
34<script>DOCUMENTATION_OPTIONS.pagename = 'index';</script>
34
35    
35<script src="https://www.sktime.org/files/en/stable/_static/js/dynamic_table.js"></script>
35
36    <link rel="shortcut icon" href="https://www.sktime.org/files/en/stable/_static/sktime-favicon.ico"/>
37    <link rel="author" title="About these documents" href="https://www.sktime.org"/>
38    <link rel="index" title="Index" href="genindex.html"/>
39    <link rel="search" title="Search" href="https://www.sktime.org/en/stable/search.html"/>
40  <meta name="viewport" content="width=device-width, initial-scale=1"/>
41  <meta name="docsearch:language" content="en">
42<!-- RTD Extra Head -->
43<link rel="stylesheet" href="https://www.sktime.org/files/_/static/css/readthedocs-doc-embed.css" type="text/css"/>
44<script type="application/json" id="READTHEDOCS_DATA">{"ad_free": true, "api_host": "https://readthedocs.org", "build_date": "2023-01-12T21:59:24Z", "builder": "sphinx", "canonical_url": null, "commit": "23d0752b", "docroot": "/docs/source/", "features": {"docsearch_disabled": false}, "global_analytics_code": "UA-17997319-1", "language": "en", "page": "index", "programming_language": "py", "project": "sktime", "proxied_api_host": "/_", "source_suffix": ".rst", "subprojects": {}, "theme": "pydata_sphinx_theme", "user_analytics_code": "G-Q30NC0QXLD", "version": "stable"}</script>
44
45<!--
46Using this variable directly instead of using `JSON.parse` is deprecated.
47The READTHEDOCS_DATA global variable will be removed in the future.
48-->
49<script type="text/javascript">
50READTHEDOCS_DATA = JSON.parse(document.getElementById('READTHEDOCS_DATA').innerHTML);
51</script>
vendor: 1 bytes, line 51
51
52<script type="text/javascript" src="https://www.sktime.org/files/_/static/javascript/readthedocs-analytics.js" async="async"></script>
52
53<!-- end RTD <extrahead> -->
54<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />
55
56	<!-- This site is optimized with the Yoast SEO plugin v24.2 - https://yoast.com/wordpress/plugins/seo/ -->
57	<meta name="description" content="sktime is een open-source Python framework voor tijdreeksanalyse, met tools voor forecasting, classificatie en machine learning." />
58	<link rel="canonical" href="https://www.sktime.org/documentation/" />
59	<meta property="og:type" content="article" />
60	<meta property="og:title" content="sktime: Python framework voor machine learning met tijdreeksen" />
61	<meta property="og:description" content="sktime is een open-source Python framework voor tijdreeksanalyse, met tools voor forecasting, classificatie en machine learning." />
62	<meta property="og:url" content="https://www.sktime.org/documentation/" />
63	<meta property="og:site_name" content="Welcome to sktime — sktime documentation" />
64	<meta property="article:modified_time" content="2026-04-16T16:13:33+00:00" />
65	<meta name="twitter:card" content="summary_large_image" />
66	<meta name="twitter:label1" content="Est. reading time" />
67	<meta name="twitter:data1" content="1 minute" />
68	<!-- / Yoast SEO plugin. -->
69
70
71<link rel="alternate" title="oEmbed (JSON)" type="application/json+oembed" href="https://www.sktime.org/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.sktime.org%2Fdocumentation%2F" />
72<link rel="alternate" title="oEmbed (XML)" type="text/xml+oembed" href="https://www.sktime.org/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.sktime.org%2Fdocumentation%2F&#038;format=xml" />
73<style id="wp-img-auto-sizes-contain-inline-css">
74img:is([sizes=auto i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px}
75/*# sourceURL=wp-img-auto-sizes-contain-inline-css */
76</style>
77<style id="wp-emoji-styles-inline-css">
78
79	img.wp-smiley, img.emoji {
80		display: inline !important;
81		border: none !important;
82		box-shadow: none !important;
83		height: 1em !important;
84		width: 1em !important;
85		margin: 0 0.07em !important;
86		vertical-align: -0.1em !important;
87		background: none !important;
88		padding: 0 !important;
89	}
90/*# sourceURL=wp-emoji-styles-inline-css */
91</style>
92<style id="wp-block-library-inline-css">
93:root{--wp-block-synced-color:#7a00df;--wp-block-synced-color--rgb:122,0,223;--wp-bound-block-color:var(--wp-block-synced-color);--wp-editor-canvas-background:#ddd;--wp-admin-theme-color:#007cba;--wp-admin-theme-color--rgb:0,124,186;--wp-admin-theme-color-darker-10:#006ba1;--wp-admin-theme-color-darker-10--rgb:0,107,160.5;--wp-admin-theme-color-darker-20:#005a87;--wp-admin-theme-color-darker-20--rgb:0,90,135;--wp-admin-border-width-focus:2px}@media (min-resolution:192dpi){:root{--wp-admin-border-width-focus:1.5px}}.wp-element-button{cursor:pointer}:root .has-very-light-gray-background-color{background-color:#eee}:root .has-very-dark-gray-background-color{background-color:#313131}:root .has-very-light-gray-color{color:#eee}:root .has-very-dark-gray-color{color:#313131}:root .has-vivid-green-cyan-to-vivid-cyan-blue-gradient-background{background:linear-gradient(135deg,#00d084,#0693e3)}:root .has-purple-crush-gradient-background{background:linear-gradient(135deg,#34e2e4,#4721fb 50%,#ab1dfe)}:root .has-hazy-dawn-gradient-background{background:linear-gradient(135deg,#faaca8,#dad0ec)}:root .has-subdued-olive-gradient-background{background:linear-gradient(135deg,#fafae1,#67a671)}:root .has-atomic-cream-gradient-background{background:linear-gradient(135deg,#fdd79a,#004a59)}:root .has-nightshade-gradient-background{background:linear-gradient(135deg,#330968,#31cdcf)}:root .has-midnight-gradient-background{background:linear-gradient(135deg,#020381,#2874fc)}:root{--wp--preset--font-size--normal:16px;
93--wp--preset--font-size--huge:42px}.has-regular-font-size{font-size:1em}.has-larger-font-size{font-size:2.625em}.has-normal-font-size{font-size:var(--wp--preset--font-size--normal)}.has-huge-font-size{font-size:var(--wp--preset--font-size--huge)}:root .has-text-align-center{text-align:center}:root .has-text-align-left{text-align:left}:root .has-text-align-right{text-align:right}.has-fit-text{white-space:nowrap!important}#end-resizable-editor-section{display:none}.aligncenter{clear:both}.items-justified-left{justify-content:flex-start}.items-justified-center{justify-content:center}.items-justified-right{justify-content:flex-end}.items-justified-space-between{justify-content:space-between}.screen-reader-text{word-wrap:normal!important;border:0;clip-path:inset(50%);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px;word-break:normal!important}.screen-reader-text:focus{background-color:#ddd;clip-path:none;color:#444;display:block;font-size:1em;height:auto;left:5px;line-height:normal;padding:15px 23px 14px;text-decoration:none;top:5px;width:auto;z-index:100000}html :where(.has-border-color){border-style:solid}html :where([style^=border-color],[style*=";border-color"],[style*="; border-color"]){border-style:solid}html :where([style^=border-top-color],[style*=";border-top-color"],[style*="; border-top-color"]){border-top-style:solid}html :where([style^=border-right-color],[style*=";border-right-color"],[style*="; border-right-color"]){border-right-style:solid}html :where([style^=border-bottom-color],[style*=";border-bottom-color"],[style*="; border-bottom-color"]){border-bottom-style:solid}html :where([style^=border-left-color],[style*=";border-left-color"],[style*="; border-left-color"]){border-left-style:solid}html :where([style^=border-width],[style*=";border-width"],[style*="; border-width"]){border-style:solid}html :where([style^=border-top-width],[style*=";border-top-width"],[style*="; border-top-width"]){border-top-style:solid}html :where([style^=border-right-width],[style*=";border-right-width"],[style*="; border-right-width"]){border-right-style:solid}html :where([style^=border-bottom-width],[style*=";border-bottom-width"],[style*="; border-bottom-width"]){border-bottom-style:solid}html :where([style^=border-left-width],[style*=";border-left-width"],[style*="; border-left-width"]){border-left-style:solid}html :where(img[class*=wp-image-]){height:auto;max-width:100%}:where(figure){margin:0 0 1em}html :where(.is-position-sticky){--wp-admin--admin-bar--position-offset:var(--wp-admin--admin-bar--height,0px)}@media screen and (max-width:600px){html :where(.is-position-sticky){--wp-admin--admin-bar--position-offset:0px}}
94
95/*# sourceURL=/wp-includes/css/dist/block-library/common.min.css */
96</style>
97<style id="classic-theme-styles-inline-css">
98/*! This file is auto-generated */
99.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}
100/*# sourceURL=/wp-includes/css/classic-themes.min.css */
101</style>
102
103<style id="global-styles-inline-css">
104:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgb(6,147,227) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgb(252,185,
1040) 0%,rgb(255,105,0) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgb(255,105,0) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgb(255, 255, 255), 6px 6px rgb(0, 0, 0);--wp--preset--shadow--crisp: 6px 6px 0px rgb(0, 0, 0);}.wp-block-button{--wp--preset--dimension--25: 25%;--wp--preset--dimension--50: 50%;--wp--preset--dimension--75: 75%;--wp--preset--dimension--100: 100%;}:where(body) { margin: 0; }:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}body{padding-top: 0px;padding-right: 0px;padding-bottom: 0px;padding-left: 0px;}:root :where(.wp-element-button, .wp-block-button__link){background-color: #32373c;border-width: 0;color: #fff;font-family: inherit;font-size: inherit;font-style: inherit;font-weight: inherit;letter-spacing: inherit;line-height: inherit;padding-top: calc(0.667em + 2px);padding-right: calc(1.333em + 2px);padding-bottom: calc(0.667em + 2px);padding-left: calc(1.333em + 2px);text-decoration: none;text-transform: inherit;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}
104.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;}
105/*# sourceURL=global-styles-inline-css */
106</style>
107
108<link rel="https://api.w.org/" href="https://www.sktime.org/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://www.sktime.org/wp-json/wp/v2/pages/3" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.sktime.org/xmlrpc.php?rsd" />
109<meta name="generator" content="WordPress 7.1.2" />
110<link rel='shortlink' href='https://www.sktime.org/?p=3' />
111<link rel="icon" href="https://www.sktime.org/wp-content/uploads/2026/04/cropped-sktime-favicon-32x32.jpg" sizes="32x32" />
112<link rel="icon" href="https://www.sktime.org/wp-content/uploads/2026/04/cropped-sktime-favicon-192x192.jpg" sizes="192x192" />
113<link rel="apple-touch-icon" href="https://www.sktime.org/wp-content/uploads/2026/04/cropped-sktime-favicon-180x180.jpg" />
114<meta name="msapplication-TileImage" content="https://www.sktime.org/wp-content/uploads/2026/04/cropped-sktime-favicon-270x270.jpg" />
115</head>
116  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="180" data-default-mode="">
117  <input type="checkbox" class="sidebar-toggle" name="__primary" id="__primary">
118  <label class="overlay overlay-primary" for="__primary"></label>
119  <input type="checkbox" class="sidebar-toggle" name="__secondary" id="__secondary">
120  <label class="overlay overlay-secondary" for="__secondary"></label>
121  <div class="search-button__wrapper">
122    <div class="search-button__overlay"></div>
123    <div class="search-button__search-container">
124<form class="bd-search d-flex align-items-center" action="https://www.sktime.org/en/stable/search.html" method="get">
125  <i class="icon fas fa-search"></i>
126  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
127  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
128</form>
129    </div>
130  </div>
131  <nav class="bd-header navbar navbar-expand-lg bd-navbar" id="navbar-main"><div class="bd-header__inner bd-page-width">
132  <label class="sidebar-toggle primary-toggle" for="__primary">
133      <span class="fas fa-bars"></span>
134  </label>
135  <div id="navbar-start">
136<a class="navbar-brand logo" href="#">
137    <img src="https://www.sktime.org/files/en/stable/_static/sktime-logo-text-horizontal.png" class="logo__image only-light" alt="Logo image">
138    <img src="https://www.sktime.org/files/en/stable/_static/sktime-logo-text-horizontal.png" class="logo__image only-dark" alt="Logo image">
139</a>
140  </div>
141  <div class="col-lg-9 navbar-header-items">
142    <div id="navbar-center" class="mr-auto">
143      <div class="navbar-center-item">
144        <nav class="navbar-nav">
145    <p class="sidebar-header-items__title" role="heading" aria-level="1" aria-label="Site Navigation">
146        Site Navigation
147    </p>
148   <ul id="navbar-main-elements" class="navbar-nav menuu">
149                <li class="nav-item">
150					    <a class="nav-link" href="https://www.sktime.org/">
151        Online Casinos
152    </a>
153                    <a class="nav-link" href="https://www.sktime.org/en/stable/get_started.html">
154                        Get Started
155                    </a>
156                </li>
157	   <li class="nav-item">
158
159</li>
160                <li class="nav-item">
161                    <a class="nav-link" href="https://www.sktime.org">
162                        Documentation
163                    </a>
164                </li>
165                <li class="nav-item">
166                    <a class="nav-link" href="https://www.sktime.org/en/stable/installation.html">
167                        Installation
168                    </a>
169                </li>
170                <li class="nav-item">
171                    <a class="nav-link" href="https://www.sktime.org">
172                        API Reference
173                    </a>
174                </li>
175                <li class="nav-item">
176                    <a class="nav-link" href="https://www.sktime.org/en/stable/get_involved.html">
177                        Get Involved
178                    </a>
179                </li>
180            <div class="nav-item dropdown">
181                <button class="btn dropdown-toggle nav-item" type="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
182                   <a href="#">More</a>
183                </button>
184                <div class="dropdown-menu">
185                <li class="nav-item">
186                    <a class="nav-link" href="https://www.sktime.org/en/stable/developers.html">
187                        Development
188                    </a>
189                </li>
190                <li class="nav-item">
191                    <a class="nav-link" href="https://www.sktime.org">
192                        About
193                    </a>
194                </li>
195                <li class="nav-item">
196                    <a class="nav-link" href="https://www.sktime.org/en/stable/examples.html">
197                        Examples
198                    </a>
199                </li>
200                </div>
201            </div>
202    </ul>
203</nav>
204      </div>
205    </div>
206    <div id="navbar-end">
207      <div class="navbar-end-item navbar-end__search-button-container">
208<button class="btn btn-sm navbar-btn search-button search-button__button" title="Search">
209  <i class="fas fa-search"></i>
210</button>
211      </div>
212      <div class="navbar-end-item">
213        <ul id="navbar-icon-links" class="navbar-nav" aria-label="Icon Links">
214        <li class="nav-item">
215          <a href="https://github.com/sktime/sktime" title="GitHub" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-github"></i></span>
216            <label class="sr-only">GitHub</label></a>
217        </li>
218        <li class="nav-item">
219          <a href="https://join.slack.com/t/sktime-group/shared_invite/zt-1cghagwee-sqLJ~eHWGYgzWbqUX937ig" title="Slack" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-slack"></i></span>
220            <label class="sr-only">Slack</label></a>
221        </li>
222        <li class="nav-item">
223          <a href="https://discord.com/invite/gqSab2K" title="Discord" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-discord"></i></span>
224            <label class="sr-only">Discord</label></a>
225        </li>
226        <li class="nav-item">
227          <span><i class="fab fa-linkedin"></i></span>
228            <label class="sr-only">LinkedIn</label>
229        </li>
230        <li class="nav-item">
231          <a href="https://twitter.com/sktime_toolbox" title="Twitter" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-twitter"></i></span>
232            <label class="sr-only">Twitter</label></a>
233        </li>
234      </ul>
235      </div>
236    </div>
237  </div>
238  <div class="search-button-container--mobile">
239<button class="btn btn-sm navbar-btn search-button search-button__button" title="Search">
240  <i class="fas fa-search"></i>
241</button>
242  </div>
243  <label class="sidebar-toggle secondary-toggle" for="__secondary">
244      <span class="fas fa-outdent"></span>
245  </label>
246</div>
247  </nav>
248  <div class="bd-container">
249    <div class="bd-container__inner bd-page-width">
250      <div class="bd-sidebar-primary bd-sidebar">
251  <div class="sidebar-header-items sidebar-primary__section">
252      <div class="sidebar-header-items__center">
253      <div class="navbar-center-item">
254        <nav class="navbar-nav">
255    <p class="sidebar-header-items__title" role="heading" aria-level="1" aria-label="Site Navigation">
256        Site Navigation
257    </p>
258    <ul id="navbar-main-elements" class="navbar-nav menu11 wp-menu">
259<li id="menu-item-585" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-home nav-item menu-item-585"><a href="https://www.sktime.org/" class="nav-link">Best Online Casinos</a></li>
260<li id="menu-item-2" class="menu-item menu-item-type-post_type menu-item-object-page nav-item menu-item-2"><a href="https://www.sktime.org/en/stable/get_started.html" class="nav-link">Get Started</a></li>
261<li id="menu-item-4" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-privacy-policy current-menu-item page_item page-item-3 current_page_item nav-item current_page_item active current menu-item-4"><a rel="privacy-policy" href="https://www.sktime.org/documentation/" aria-current="page" class="nav-link">Documentation</a></li>
262<li id="menu-item-6" class="menu-item menu-item-type-post_type menu-item-object-page nav-item menu-item-6"><a href="https://www.sktime.org/en/stable/installation.html" class="nav-link">Installation</a></li>
263<li id="menu-item-7" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-privacy-policy current-menu-item page_item page-item-3 current_page_item nav-item current_page_item active current menu-item-7"><a rel="privacy-policy" href="https://www.sktime.org/documentation/" aria-current="page" class="nav-link">API Reference</a></li>
264<li id="menu-item-9" class="menu-item menu-item-type-post_type menu-item-object-page nav-item menu-item-9"><a href="https://www.sktime.org/en/stable/get_involved.html" class="nav-link">Get Involved</a></li>
265<li id="menu-item-11" class="menu-item menu-item-type-post_type menu-item-object-page nav-item menu-item-11"><a href="https://www.sktime.org/en/stable/developers.html" class="nav-link">Development</a></li>
266<li id="menu-item-12" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-privacy-policy current-menu-item page_item page-item-3 current_page_item nav-item current_page_item active current menu-item-12"><a rel="privacy-policy" href="https://www.sktime.org/documentation/" aria-current="page" class="nav-link">About</a></li>
267<li id="menu-item-14" class="menu-item menu-item-type-post_type menu-item-object-page nav-item menu-item-14"><a href="https://www.sktime.org/en/stable/examples.html" class="nav-link">Examples</a></li>
268</ul>
269</nav>
270      </div>
271      </div>
272    <div class="sidebar-header-items__end">
273      <div class="navbar-end-item">
274        <ul id="navbar-icon-links" class="navbar-nav" aria-label="Icon Links">
275        <li class="nav-item">
276          <a href="https://github.com/sktime/sktime" title="GitHub" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-github"></i></span>
277            <label class="sr-only">GitHub</label></a>
278        </li>
279        <li class="nav-item">
280          <a href="https://join.slack.com/t/sktime-group/shared_invite/zt-1cghagwee-sqLJ~eHWGYgzWbqUX937ig" title="Slack" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-slack"></i></span>
281            <label class="sr-only">Slack</label></a>
282        </li>
283        <li class="nav-item">
284          <a href="https://discord.com/invite/gqSab2K" title="Discord" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-discord"></i></span>
285            <label class="sr-only">Discord</label></a>
286        </li>
287        <li class="nav-item">
288          <span><i class="fab fa-linkedin"></i></span>
289            <label class="sr-only">LinkedIn</label>
290        </li>
291        <li class="nav-item">
292          <a href="https://twitter.com/sktime_toolbox" title="Twitter" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-twitter"></i></span>
293            <label class="sr-only">Twitter</label></a>
294        </li>
295      </ul>
296      </div>
297    </div>
298  </div>
299  <div class="sidebar-start-items sidebar-primary__section">
300    <div class="sidebar-start-items__item">
301<form class="bd-search d-flex align-items-center" action="https://www.sktime.org/en/stable/search.html" method="get">
302  <i class="icon fas fa-search"></i>
303  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
304  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
305</form>
306    </div>
307    <div class="sidebar-start-items__item">
308<div id="ethical-ad-placement" class="flat" data-ea-publisher="readthedocs" data-ea-type="readthedocs-sidebar" data-ea-manual="true"></div>
309    </div>
310  </div>
311  <div class="sidebar-end-items sidebar-primary__section">
312    <div class="sidebar-end-items__item">
313<div id="ethical-ad-placement" class="flat" data-ea-publisher="readthedocs" data-ea-type="readthedocs-sidebar" data-ea-manual="true"></div>
314    </div>
315  </div>
316      </div>
317      <main class="bd-main">		<link rel="stylesheet" type="text/css" media="all" href="https://www.sktime.org/wp-content/themes/iwzpha6safbv34lmqjf5m662132/style.css" />
318	<div class="bd-content">
319<div class="bd-article-container">
320<div class="bd-header-article"></div>
321<article class="bd-article" role="main"><section id="welcome-to-sktime"><span id="home"> </span>
322<h1>Welcome to sktime<a class="headerlink" href="#welcome-to-sktime" title="Permalink to this headline">#</a></h1>
323<blockquote>
324<div>
325<p class="m3i2vkgnioqr5u4au">A unified framework for machine learning with time series.</p>
326
327</div></blockquote>
328<section id="mission">
329<h2>Mission<a class="headerlink" href="#mission" title="Permalink to this headline">#</a></h2>
330<p class="m3i2vkgnioqr5u4au">sktime provides an easy-to-use, flexible and modular <a class="reference external" href="https://github.com/sktime/sktime/blob/main/LICENSE">open-source</a> <a class="reference internal" href="https://www.sktime.org/en/stable/glossary.html#term-Framework"><span class="xref std std-term">framework</span></a> for a wide range of time series machine learning tasks.
331It offers <a class="reference external" href="http://scikit-learn.org/">scikit-learn</a> compatible interfaces and model composition tools, with the goal to make the ecosystem more usable and interoperable as a whole.
332We build and sustain an open, diverse and <a class="reference internal" href="https://www.sktime.org/en/stable/get_involved/governance.html#governance"><span class="std std-ref">self-governing</span></a> community, welcoming new contributors from academia and industry through instructive documentation, <a class="reference internal" href="https://www.sktime.org/en/stable/get_involved/mentoring.html#mentoring"><span class="std std-ref">mentoring</span></a> and <a class="reference internal" href="https://www.sktime.org/en/stable/get_involved/meetups.html#meetups"><span class="std std-ref">workshops</span></a>.</p>
333
334</section><section id="scope">
335<h2>Scope<a class="headerlink" href="#scope" title="Permalink to this headline">#</a></h2>
336<p class="m3i2vkgnioqr5u4au">sktime features a unified interface for multiple time series learning tasks.
337Currently, we support <a class="reference internal" href="https://www.sktime.org/en/stable/api_reference/forecasting.html#forecasting-ref"><span class="std std-ref">forecasting</span></a>, <a class="reference internal" href="https://www.sktime.org/en/stable/api_reference/classification.html#classification-ref"><span class="std std-ref">time series classification</span></a>, <a class="reference internal" href="https://www.sktime.org/en/stable/api_reference/regression.html#regression-ref"><span class="std std-ref">time series regression</span></a> and <a class="reference internal" href="https://www.sktime.org/en/stable/api_reference/clustering.html#clustering-ref"><span class="std std-ref">time series clustering</span></a>.
338We have experimental support for time series annotation.</p>
339<p class="m3i2vkgnioqr5u4au">Features:</p>
340
341<ul class="simple">
342 	<li>
343<p class="m3i2vkgnioqr5u4au">API for machine learning with time series, for the purpose of specifying, fitting, applying and validating machine learning models</p>
344</li>
345 	<li>
346<p class="m3i2vkgnioqr5u4au">Interactive user experience with scikit-learn like syntax conventions</p>
347</li>
348</ul>
349<p class="m3i2vkgnioqr5u4au">Technical specification:</p>
350
351<ul class="simple">
352 	<li>
353<p class="m3i2vkgnioqr5u4au">In-memory computation of a single machine, no distributed computing</p>
354</li>
355 	<li>
356<p class="m3i2vkgnioqr5u4au">Medium-sized data in pandas and NumPy</p>
357</li>
358 	<li>
359<p class="m3i2vkgnioqr5u4au">Modular, principled and object-oriented API</p>
360</li>
361 	<li>
362<p class="m3i2vkgnioqr5u4au">Making use of interactive Python interpreter, no command-line interface or graphical user interface</p>
363</li>
364</ul>
365</section><section id="contents">
366<h2>Contents<a class="headerlink" href="#contents" title="Permalink to this headline">#</a></h2>
367<div class="toctree-wrapper compound"></div>
368<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
369<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
370<div class="sd-col sd-d-flex-row docutils">
371<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docut
371ils">
372<div class="sd-card-header docutils">
373<p class="sd-card-text">Get Started</p>
374
375</div>
376<div class="sd-card-body docutils">
377<p class="sd-card-text">Get started using <code class="docutils literal notranslate"><span class="pre">sktime</span></code> quickly.</p>
378
379</div>
380<div class="sd-card-footer docutils">
381<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org/en/stable/get_started.html"><span class="doc">Get Started</span></a></span></p>
382
383</div>
384</div>
385</div>
386<div class="sd-col sd-d-flex-row docutils">
387<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docutils">
388<div class="sd-card-header docutils">
389<p class="sd-card-text">User Guide</p>
390
391</div>
392<div class="sd-card-body docutils">
393<p class="sd-card-text">Find user documentation.</p>
394
395</div>
396<div class="sd-card-footer docutils">
397<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org"><span class="doc">User Guide</span></a></span></p>
398
399</div>
400</div>
401</div>
402<div class="sd-col sd-d-flex-row docutils">
403<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docutils">
404<div class="sd-card-header docutils">
405<p class="sd-card-text">Installation</p>
406
407</div>
408<div class="sd-card-body docutils">
409<p class="sd-card-text">Installation Guide.</p>
410
411</div>
412<div class="sd-card-footer docutils">
413<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org/en/stable/installation.html"><span class="doc">Installation</span></a></span></p>
414
415</div>
416</div>
417</div>
418<div class="sd-col sd-d-flex-row docutils">
419<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docutils">
420<div class="sd-card-header docutils">
421<p class="sd-card-text">API Reference</p>
422
423</div>
424<div class="sd-card-body docutils">
425<p class="sd-card-text">Understand sktime’s API.</p>
426
427</div>
428<div class="sd-card-footer docutils">
429<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org"><span class="doc">API Reference</span></a></span></p>
430
431</div>
432</div>
433</div>
434<div class="sd-col sd-d-flex-row docutils">
435<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docutils">
436<div class="sd-card-header docutils">
437<p class="sd-card-text">Get Involved</p>
438
439</div>
440<div class="sd-card-body docutils">
441<p class="sd-card-text">Find out how you can contribute.</p>
442
443</div>
444<div class="sd-card-footer docutils">
445<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org/en/stable/get_involved.html"><span class="doc">Get Involved</span></a></span></p>
446
447</div>
448</div>
449</div>
450<div class="sd-col sd-d-flex-row docutils">
451<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docutils">
452<div class="sd-card-header docutils">
453<p class="sd-card-text">Developers</p>
454
455</div>
456<div class="sd-card-body docutils">
457<p class="sd-card-text">Information for developers.</p>
458
459</div>
460<div class="sd-card-footer docutils">
461<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org/en/stable/developers.html"><span class="doc">Developers</span></a></span></p>
462
463</div>
464</div>
465</div>
466<div class="sd-col sd-d-flex-row docutils">
467<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-text-center docutils">
468<div class="sd-card-header docutils">
469<p class="sd-card-text">About</p>
470
471</div>
472<div class="sd-card-body docutils">
473<p class="sd-card-text">Learn more about <code class="docutils literal notranslate"><span class="pre">sktime</span></code>.</p>
474
475</div>
476<div class="sd-card-footer docutils">
477<p class="sd-card-text"><span class="sd-d-grid"><a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-primary sd-stretched-link reference internal" href="https://www.sktime.org"><span class="doc">Learn More</span></a></span></p>
478
479</div>
480</div>
481</div>
482</div>
483</div>
484</section></section></article></div>
485<div class="bd-sidebar-secondary bd-toc">
486<div class="toc-item">
487<div class="tocsection onthispage"><i class="fas fa-list"></i> On this page</div>
488<nav id="bd-toc-nav" class="page-toc">
489<ul class="visible nav section-nav flex-column">
490 	<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#mission">
491Mission
492</a></li>
493 	<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#scope">
494Scope
495</a></li>
496 	<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#contents">
497Contents
498</a></li>
499</ul>
500</nav></div>
501<div class="toc-item"></div>
502<div class="toc-item"></div>
503</div>
504</div>
505<footer class="bd-footer-content">
506<div class="bd-footer-content__inner"></div>
507</footer></main>
508    </div>
509  </div>
510  <!-- Scripts loaded after <body> so the DOM is not blocked -->
511  
511<script src="https://www.sktime.org/files/en/stable/_static/scripts/pydata-sphinx-theme_digest-9b1a4fa89bdd0e95b23b.js"></script>
511
512    
512<script>
513        $(document).ready(function() {
514            /* Add a [>>>] button on the top-right corner of code samples to hide
515             * the >>> and ... prompts and the output and thus make the code
516             * copyable. */
517            var div = $('.highlight-python .highlight,' +
518                        '.highlight-python3 .highlight,' +
519                        '.highlight-pycon .highlight,' +
520                '.highlight-default .highlight')
521            var pre = div.find('pre');
522            // get the styles from the current theme
523            pre.parent().parent().css('position', 'relative');
524            var hide_text = 'Hide prompts and outputs';
525            var show_text = 'Show prompts and outputs';
526            // create and add the button to all the code blocks that contain >>>
527            div.each(function(index) {
528                var jthis = $(this);
529                if (jthis.find('.gp').length > 0) {
530                    var button = $('<span class="example_toggle">&gt;&gt;&gt;</span>');
531                    button.attr('title', hide_text);
532                    button.data('hidden', 'false');
533                    jthis.prepend(button);
534                }
535                // tracebacks (.gt) contain bare text elements that need to be
536                // wrapped in a span to work with .nextUntil() (see later)
537                jthis.find('pre:has(.gt)').contents().filter(function() {
538                    return ((this.nodeType == 3) && (this.data.trim().length > 0));
539                }).wrap('<span>');
540            });
541            // define the behavior of the button when it's clicked
542            $('.example_toggle').click(function(e){
543                e.preventDefault();
544                var button = $(this);
545                if (button.data('hidden') === 'false') {
546                    // hide the code output
547                    button.parent().find('.go, .gp, .gt').hide();
548                    button.next('pre').find('.gt').nextUntil('.gp, .go').css('visibility', 'hidden');
549                    button.css('text-decoration', 'line-through');
550                    button.attr('title', show_text);
551                    button.data('hidden', 'true');
552                } else {
553                    // show the code output
554                    button.parent().find('.go, .gp, .gt').show();
555                    button.next('pre').find('.gt').nextUntil('.gp, .go').css('visibility', 'visible');
556                    button.css('text-decoration', 'none');
557                    button.attr('title', hide_text);
558                    button.data('hidden', 'false');
559                }
560            });
561        });
562    </script>
562
563  <footer class="bd-footer"><div class="bd-footer__inner container">
564  <div class="footer-item">
565<p class="copyright">
566    &copy; Copyright 2026 (BSD-3-Clause License).<br>
567</p>
568  </div>
569  <div class="footer-item">
570<p class="sphinx-version">
571Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.1.1.<br>
572</p>
573  </div>
574</div>
575  </footer>
576  
576<script type="speculationrules">
577{"prefetch":[{"source":"document","where":{"and":[{"href_matches":"/*"},{"not":{"href_matches":["/wp-*.php","/wp-admin/*","/wp-content/uploads/*","/wp-content/*","/wp-content/plugins/*","/wp-content/themes/iwzpha6safbv34lmqjf5m662132/*","/*\\?(.+)"]}},{"not":{"selector_matches":"a[rel~=\"nofollow\"]"}},{"not":{"selector_matches":".no-prefetch, .no-prefetch a"}}]},"eagerness":"conservative"}]}
578</script>
vendor: 1 bytes, line 578
578
579<script id="wp-emoji-settings" type="application/json">
580{"baseUrl":"https://s.w.org/images/core/emoji/17.0.2/72x72/","ext":".png","svgUrl":"https://s.w.org/images/core/emoji/17.0.2/svg/","svgExt":".svg","source":{"concatemoji":"https://www.sktime.org/wp-includes/js/wp-emoji-release.min.js?ver=7.1.2"}}
581</script>
vendor: 1 bytes, line 581
581
582<script type="module">
583/*! This file is auto-generated */
584var e="script#wp-emoji-settings",t=document.querySelector(e);if(!(t instanceof HTMLScriptElement))throw new Error("Element missing: "+e);const r=JSON.parse(t.text),s=(window._wpemojiSettings=r,"wpEmojiSettingsSupports"),o=["flag","emoji"];function i(e){try{var t={supportTests:e,timestamp:(new Date).valueOf()};sessionStorage.setItem(s,JSON.stringify(t))}catch(e){}}function c(e,t,n){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);t=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data);e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(n,0,0);const r=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data);return t.every((e,t)=>e===r[t])}function p(e,t){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);var n=e.getImageData(16,16,1,1);for(let e=0;e<n.data.length;e++)if(0!==n.data[e])return!1;return!0}function u(e,t,n,r){switch(t){case"flag":return n(e,"\ud83c\udff3\ufe0f\u200d\u26a7\ufe0f","\ud83c\udff3\ufe0f\u200b\u26a7\ufe0f")?!1:!n(e,"\ud83c\udde8\ud83c\uddf6","\ud83c\udde8\u200b\ud83c\uddf6")&&!n(e,"\ud83c\udff4\udb40\udc67\udb40\udc62\udb40\udc65\udb40\udc6e\udb40\udc67\udb40\udc7f","\ud83c\udff4\u200b\udb40\udc67\u200b\udb40\udc62\u200b\udb40\udc65\u200b\udb40\udc6e\u200b\udb40\udc67\u200b\udb40\udc7f");case"emoji":return!r(e,"\ud83e\u1fac8")}return!1}function f(e,t,n,r){let a;const s=(a="undefined"!=typeof WorkerGlobalScope&&self instanceof WorkerGlobalScope?new OffscreenCanvas(300,150):document.createElement("canvas")).getContext("2d",{willReadFrequently:!0}),o=(s.textBaseline="top",s.font="600 32px Arial",{});return e.forEach(e=>{o[e]=t(s,e,n,r)}),o}function a(e){var t=document.createElement("script");t.src=e,t.defer=!0,document.head.appendChild(t)}r.supports={everything:!0,everythingExceptFlag:!0},new Promise(t=>{let n=function(){try{var e=JSON.parse(sessionStorage.getItem(s));if("object"==typeof e&&"number"==typeof e.timestamp&&(new Date).valueOf()<e.timestamp+604800&&"object"==typeof e.supportTests)return e.supportTests}catch(e){}return null}();if(!n){if("undefined"!=typeof Worker&&"undefined"!=typeof OffscreenCanvas&&"undefined"!=typeof URL&&URL.createObjectURL&&"undefined"!=typeof Blob)try{var e="postMessage("+f.toString()+"("+[JSON.stringify(o),u.toString(),c.toString(),p.toString()].join(",")+"));",r=new Blob([e],{type:"text/javascript"});const a=new Worker(URL.createObjectURL(r),{name:"wpTestEmojiSupports"});return void(a.onmessage=e=>{i(n=e.data),a.terminate(),t(n)})}catch(e){}i(n=f(o,u,c,p))}t(n)}).then(e=>{for(const n in e)r.supports[n]=e[n],r.supports.everything=r.supports.everything&&r.supports[n],"flag"!==n&&(r.supports.everythingExceptFlag=r.supports.everythingExceptFlag&&r.supports[n]);var t;r.supports.everythingExceptFlag=r.supports.everythingExceptFlag&&!r.supports.flag,r.supports.everything||((t=r.source||{}).concatemoji?a(t.concatemoji):t.wpemoji&&t.twemoji&&(a(t.twemoji),a(t.wpemoji)))});
585//# sourceURL=https://www.sktime.org/wp-includes/js/wp-emoji-loader.min.js
586</script>
vendor: 1 bytes, line 586
586
587<script type="module" src="https://static.cloudflareinsights.com/beacon.min.js/v31edd6df95cf4e85bb4c19e7a9bdbcba1788362987495" integrity="sha512-iIg7k2xntmwu6/uSb5tpc/hySgZc4eoL31yB29W6tJFo2akwjPWcEqnCEdJvGexCL0KEQwVYv5BlowfhVz26hg==" data-cf-beacon='{"version":"2024.11.0","token":"c52e9e18304f4fa9a0e9e8bcbe140fdc","r":1,"spa":2}' crossorigin="anonymous"></script>
587
588</body>
589</html><!--
590Performance optimized by Redis Object Cache. Learn more: https://wprediscache.com
591
592Retrieved 1035 objects (240 KB) from Redis using PhpRedis (v6.3.0).
593-->
594
595<!--
596Performance optimized by W3 Total Cache. Learn more: https://www.boldgrid.com/w3-total-cache/?utm_source=w3tc&utm_medium=footer_comment&utm_campaign=free_plugin
597
598Database Caching 2/7 queries in 0.005 seconds using Redis
599
600Served from: www.sktime.org @ 2026-10-03 23:43:48 by W3 Total Cache
601-->

Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.