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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

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Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
Expand Down
Loading
, '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" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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ContributorAuthor

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

Copy link
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Contributor

Choose a reason for hiding this comment

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Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
Expand Down
Loading
, '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('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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ContributorAuthor

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

Copy link
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Contributor

Choose a reason for hiding this comment

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Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
Expand Down
Loading
, '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('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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ContributorAuthor

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

Copy link
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Contributor

Choose a reason for hiding this comment

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Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
Expand Down
Loading
, '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" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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ContributorAuthor

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
Expand Down
Loading
, '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('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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Copy Markdown
ContributorAuthor

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
Expand Down
Loading
, '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('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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ContributorAuthor

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

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Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
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, '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); } })(); })();
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Original file line numberDiff line numberDiff line change
Expand Up@@ -491,20 +491,6 @@ public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap)
}
}
}

[TlcModule.EntryPoint(Name= "Trainers.OrdinaryLeastSquaresRegressor", Desc = "Train an OLS regression model.", UserName = UserNameValue, ShortName = ShortName)]
public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Arguments input)
{
Contracts.CheckValue(env, nameof(env));
var host = env.Register("TrainOLS");
host.CheckValue(input, nameof(input));
EntryPointUtils.CheckInputArgs(host, input);

return LearnerEntryPointsUtils.Train<Arguments, CommonOutputs.RegressionOutput>(host, input,
() => new OlsLinearRegressionTrainer(host, input),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumn),
() => LearnerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.WeightColumn));
}

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Rather than just remove the entry-point, could we temporarily just remove the entire file from this repo since none of it is useful now, and only reintroduce it once we decide exactly what we're going to do about the underlying math library?

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@glebuk

Gal, I suggest
we remove the OLS for now (do not expose it as the LearnignPipelineItem, but keep in the runtime source code).

I don't mind to delete it, but if we plan to enable it one day, maybe it make more sense to keep it here, instead of shuffling around.

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Very well. @glebk is the one whose opinions on this matter are the ones that are most relevant. If he has reasoned through the implications of this (e.g., everything that uses entry-points will no longer have access to this) and has concluded there are no reasons for concerns, then I have no concerns either.

}

/// <summary>
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