BranchesTags

Latest commit

History

1,080 Commits

Folders and files

NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md

Repository files navigation

The Java Machine Learning Library.

This document covers the very basic documentation of the library.

The Java Machine Learning Library is licensed under GNU-GPL.

More elaborate documentation can be found on the web site

Overview

Java-ML in a nutshell:

  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.

How to get started

When you are reading this, you most probably already downloaded the library. To use it, include the javaml-<version>.jar in your classpath, as well as the jars that are available in lib/.

See bellow how to get started with Maven.

How to get started, code samples, tutorials on various tasks can be found at http://java-ml.sourceforge.net

Requirements

Java 6

Dependencies

Required libraries:

  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3

Optional libraries:

  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17

Build Maven project

  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install

Contact

You can contact us by using the Sourceforge contact page or send an email to me thomas@abeel.be

About

Mavenized version of Java Machine Learning library v0.1.8

Topics

javamlmachine-learningmachine-learning-algorithms

Resources

Readme
Activity

Stars

2 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
BranchesTags
Latest commit
History
1,080 Commits
Folders and files
NameName
Last commit message
Last commit date
devtools
devtools
legal
legal
lib
lib
src
src
.gitignore
.gitignore
pom.xml
pom.xml
readme.md
readme.md
Repository files navigation
The Java Machine Learning Library.
This document covers the very basic documentation of the library.
The Java Machine Learning Library is licensed under GNU-GPL.
More elaborate documentation can be found on the web site
Overview
Java-ML in a nutshell:
  • A collection of machine learning algorithms
  • Common interface for each type of algorithms
  • Library aimed at software engineers and programmers, so no GUI, but clear interfaces
  • Reference implementations for algorithms described in the scientific literature.
  • Well documented source code.
  • Plenty of code samples and tutorials.
How to get started
When you are reading this, you most probably already downloaded the library.
To use it, include the javaml-<version>.jar in your classpath, as well as the
jars that are available in lib/.
See bellow how to get started with Maven.
How to get started, code samples, tutorials on various tasks can be found
at http://java-ml.sourceforge.net
Requirements
Java 6
Dependencies
Required libraries:
  • Apache Commons Math: used in some algorithms, version 1.2
  • Abeel Java Toolkit: used in some classes, version 2.11 is included. AJT is distributed under GNU LGPL 2 or later
  • Jama: used in some algorithms, version 1.0.3
Optional libraries:
  • Weka: if you like to use algorithms from Weka, version 3.6.0
  • libsvm: if you like to use the libsvm algoriths, version 3.17
Build Maven project
  1. clone repository
  2. install ajt dependency: mvn validate
  3. build project and run unit test: mvn clean install
Contact
You can contact us by using the Sourceforge contact page or send an email to me
thomas@abeel.be
About
Mavenized version of Java Machine Learning library v0.1.8
Topics
javamlmachine-learningmachine-learning-algorithms
Resources
Readme
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages