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This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.

Watson Machine Learning CE can be found at: https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/

Examples

This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:

  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost

Vision

CLI API documentation for IBM PowerAI Vision

conda-recipes

This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered. The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/

About

This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.

Resources

Readme
BSD-2-Clause license

Security policy

Security policy
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57 stars

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
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(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
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btn.textContent = 'Copy';
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;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
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})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
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57 stars
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3 watching
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
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document.head.appendChild(style);
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} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
Activity
Custom properties
Stars
57 stars
Watchers
3 watching
Forks
51 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
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var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
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terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
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style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
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} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
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highlight(document.body);
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var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
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observer.observe(document.body, { childList: true, subtree: true });
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}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
Activity
Custom properties
Stars
57 stars
Watchers
3 watching
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51 forks
Report repository
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
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cleanLinks();
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mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
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if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
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}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
Activity
Custom properties
Stars
57 stars
Watchers
3 watching
Forks
51 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

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

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
Activity
Custom properties
Stars
57 stars
Watchers
3 watching
Forks
51 forks
Report repository
Releases
Packages
Used by
Contributors
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
Activity
Custom properties
Stars
57 stars
Watchers
3 watching
Forks
51 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

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

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Powerai
This repo contains ancillary and supplemental information used to assist users of Watson Machine Learning Community Edition (WML CE). This repo will continue to expand to contain How To's, Readme's, Dockerfiles, examples etc. that can be consumed by users looking to get started using our various features in WML CE.
Watson Machine Learning CE can be found at:
https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda/
Examples
This directory contains examples of how to use certain features in WML CE as well as supplementary material for related blogs. The directory currently includes:
  • tensorflow_large_model_supprt - Some example models enabled with TFLMSv2
  • tensorflow_serving - A TensorFlow Serving example
  • tfs-tftrt-example - A TensorRT example using TensorFlow Serving
  • xgboost - Examples for XGBoost
Vision
CLI API documentation for IBM PowerAI Vision
conda-recipes
This directory holds conda recipes for the PowerAI supplementary channel. There is no support for these recipes or the supplementary channel. Community contributions will be considered.
The supplementary channel is located on anaconda.org at https://anaconda.org/powerai/
About
This repo contains ancillary information used to assist users of IBM Watson Machine Learning Community Edition. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started.
Resources
Readme
BSD-2-Clause license
Security policy
Security policy
Activity
Custom properties
Stars
57 stars
Watchers
3 watching
Forks
51 forks
Report repository
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Used by
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