Fix matrix factorization trainer's doc based on user feedback - #3170

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wschin merged 1 commit into
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Fix matrix factorization trainer's doc based on user feedback#3170
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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
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❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
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, '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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Fix matrix factorization trainer's doc based on user feedback - #3170

Merged
wschin merged 1 commit into
dotnet:masterfrom
wschin:fix-mf-doc
Apr 5, 2019
Merged

Fix matrix factorization trainer's doc based on user feedback#3170
wschin merged 1 commit into
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wschin:fix-mf-doc

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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
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❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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artidoro commented Apr 4, 2019

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
@wschinwschin mentioned this pull request Apr 11, 2019
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, '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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Fix matrix factorization trainer's doc based on user feedback - #3170

Merged
wschin merged 1 commit into
dotnet:masterfrom
wschin:fix-mf-doc
Apr 5, 2019
Merged

Fix matrix factorization trainer's doc based on user feedback#3170
wschin merged 1 commit into
dotnet:masterfrom
wschin:fix-mf-doc

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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
@codecov

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Codecov Report

❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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:shipit:

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
@wschinwschin mentioned this pull request Apr 11, 2019
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KeyType in example is invalid

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, '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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Fix matrix factorization trainer's doc based on user feedback - #3170

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wschin merged 1 commit into
dotnet:masterfrom
wschin:fix-mf-doc
Apr 5, 2019
Merged

Fix matrix factorization trainer's doc based on user feedback#3170
wschin merged 1 commit into
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wschin:fix-mf-doc

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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
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Codecov Report

❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

@sfilipi

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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:shipit:

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
@wschinwschin mentioned this pull request Apr 11, 2019
@ghostghost locked as resolved and limited conversation to collaborators Mar 23, 2022
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KeyType in example is invalid

4 participants

@wschin@artidoro@sfilipi@shauheen
, '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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Fix matrix factorization trainer's doc based on user feedback - #3170

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wschin merged 1 commit into
dotnet:masterfrom
wschin:fix-mf-doc
Apr 5, 2019
Merged

Fix matrix factorization trainer's doc based on user feedback#3170
wschin merged 1 commit into
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wschin:fix-mf-doc

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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
@codecov

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Codecov Report

❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
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...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
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, '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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Fix matrix factorization trainer's doc based on user feedback - #3170

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Fix matrix factorization trainer's doc based on user feedback#3170
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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
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❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
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@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
@wschinwschin mentioned this pull request Apr 11, 2019
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, '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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Fix matrix factorization trainer's doc based on user feedback - #3170

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wschin merged 1 commit into
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Merged

Fix matrix factorization trainer's doc based on user feedback#3170
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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
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❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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:shipit:

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
@wschinwschin mentioned this pull request Apr 11, 2019
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KeyType in example is invalid

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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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Fix matrix factorization trainer's doc based on user feedback - #3170

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wschin merged 1 commit into
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Merged

Fix matrix factorization trainer's doc based on user feedback#3170
wschin merged 1 commit into
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wschin:fix-mf-doc

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This PR fixes#3169 by

  • updating key-typed variable's description in matrix factorization trainer's doc, and
  • adding one more reference for alg used.

@wschinwschin self-assigned this Apr 2, 2019
@wschin
wschin requested review from artidoro and sfilipiApril 2, 2019 16:25
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❗ No coverage uploaded for pull request base (master@fde1ab7). Click here to learn what that means.
The diff coverage is n/a.

@@ Coverage Diff @@## master #3170 +/- ##
=========================================
Coverage ? 72.53% =========================================
Files ? 807 Lines ? 144774 Branches ? 16208 =========================================
Hits ? 105016 Misses ? 35344 Partials ? 4414
FlagCoverage Δ
#Debug72.53% <ø> (?)
#production68.12% <ø> (?)
#test88.82% <ø> (?)
Impacted FilesCoverage Δ
...osoft.ML.Recommender/MatrixFactorizationTrainer.cs70.39% <ø> (ø)

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/// }

To avoid this kind of issues in the future, it might be good to include the code sample that you are giving here in the referenced sample file instead of the trainer's doc.
For maintainability purposes if we check that the samples compile it would be better.


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

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/// }

+1. Yo ucan reference specific lines from a .cs file.


In reply to: 479781691 [](ancestors = 479781691)


Refers to: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs:50 in 95f09fd. [](commit_id = 95f09fd, deletion_comment = False)

/// // Matrix row index starts from firstRowIndex and is at most firstRowIndex+m-1.
/// // Contieuous=true means that all values from firstRowIndex to firstRowIndex+m-1 are allowed keys.
/// [KeyType(Contiguous = true, Count = m, Min = firstRowIndex)]
/// // Matrix column index starts from 0 and is at most n-1.

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// Matrix column index starts from 0 and is at most n-1. [](start = 12, length = 56)

tangential, what do you think about #3072

/// <a href='https://www.csie.ntu.edu.tw/~cjlin/papers/libmf/mf_adaptive_pakdd.pdf'>a stochastic gradient method</a> for finding <i>P</i>
/// and <i>Q</i> via minimizing the distance between<i> R</i> and the product of <i>P</i>'s transpose and Q.</para>.
/// <para>For users interested in the mathematical details, please see the references below.</para>
/// <para>The underlying library used in ML.NET matrix factorization can be found on <a href='https://github.com/cjlin1/libmf'>a Github repository</a>. For users interested in the mathematical details, please see the references below.</para>

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on a Github repository [](start = 86, length = 68)

on the libmf Github repository

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:shipit:

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@wschin
wschin merged commit 68640bb into dotnet:masterApr 5, 2019
@wschin
wschin deleted the fix-mf-doc branch April 5, 2019 18:15
wschin added a commit to wschin/machinelearning that referenced this pull request Apr 11, 2019
@wschinwschin mentioned this pull request Apr 11, 2019
@ghostghost locked as resolved and limited conversation to collaborators Mar 23, 2022
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