Skip to content
BranchesTags

Repository files navigation

FSI Examples

Repo Index

  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.

About

A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.

Resources

Readme
Activity
Custom properties

Stars

307 stars

Watchers

17 watching

Forks

123 forks
Report repository

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(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');
var btn = document.createElement('button');
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'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} 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);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 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();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
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('^' + ".*" + '
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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('^' + ".*" + '
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 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); }
})();
})();
GitHub - NVIDIA/fsi-samples: A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask. · GitHub
Skip to content
BranchesTags
Repository files navigation
FSI Examples
Repo Index
  1. autoencoder_statarb - Train a TensorFlow-based deep autoencoder on log returns for the Dow Jones 30 securities in a technique is known as Statistical Arbitrage. Profit from temporary mispricings.
  2. backtesting_equity_investment_strats - Compute Sharpe Ratio on entire set of NYSE/NASDAQ stocks and, through bootstrapping, examine a robust number of potential market scenarios for stock selection and PnL measurement against the S&P Index.
  3. credit_default_risk - Use the widely available public U.S. Fannie Mae mortgage dataset to train classifers for predicting loan delinquencies and examine explanations.
  4. gQuant - An external plugin with a set of nodes for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask.
  5. greenflow - A graph computation toolkit that helps you to organize the workflows in graph computation.
  6. greenflowlab - A JupyterLab plugin that provides the UI interface for greenflow.
  7. nlp_demo_riva - a simple conversational AI demo that you can ask the question to AI about the provided context text and get the answer back in speech.
About
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
Resources
Readme
Activity
Custom properties
Stars
307 stars
Watchers
17 watching
Forks
123 forks
Report repository
Releases
Packages
Used by
Contributors
Languages