diff --git a/projects/awesome/index.html b/projects/awesome/index.html
index ad0864098..201ad02f8 100644
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+++ b/projects/awesome/index.html
@@ -18,7 +18,7 @@
 <a class=navbar-item title="Use Command+K or Windows+K" onclick='document.querySelector("ninja-keys").open()'><i class="fa-solid fa-terminal"></i></a>
 <a class=navbar-item target=blank href=https://github.com/datumorphism><span class=icon><i class="fab fa-github"></i></span></a></div></div></div></nav><script>document.addEventListener("DOMContentLoaded",()=>{const e=Array.prototype.slice.call(document.querySelectorAll(".navbar-burger"),0);e.length>0&&e.forEach(e=>{e.addEventListener("click",()=>{const t=e.dataset.target,n=document.getElementById(t);console.log("target",t),console.log("$target",n),e.classList.toggle("is-active"),console.log("active el",e),console.log("active $target",n)})})})</script><header class=post-header><div class=hero><div class=hero-body><div class=container><nav class="breadcrumb has-succeeds-separator is-small" aria-label=breadcrumbs><ul><li><a href=https://datumorphism.leima.is/>Datumorphism</a></li><li><a href=https://datumorphism.leima.is/projects/>Projects</a></li><li class=active><a href=https://datumorphism.leima.is/projects/awesome/>Awesome Stuff</a></li></ul></nav><div class="container has-text-centered"><div class=box><article class=media><div class=media-content><div class=content><div><h1 class="title is-3" style=margin-top:.5em>Awesome Stuff</h1><div class="title is-6"><i class="fas fa-quote-left" style=margin-right:.5em></i>Summarizations, workflows, experiences, fails, etc</div><div class="title is-6"><i class="far fa-folder-open" style=margin-right:.5em></i>
 <a href=/categories/awesome><span class="tag is-link is-light">Awesome</span></a></div><div class="title is-6"><i class="fas fa-tags" style=margin-right:.5em></i>
-<a href=/tags/fun><span class="tag is-warning is-light">#Fun</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="Awesome Stuff"><meta itemprop=description content="Summarizations, workflows, experiences, fails, etc"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="8"><meta itemprop=image content="https://datumorphism.leima.is/projects/awesome.svg"><meta itemprop=keywords content="Fun,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I create workflows/checklists, and write about experiences here.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Awesome (6 pages)</h3><ul class=menu-list><li><a href=https://datumorphism.leima.is/awesome/ itemprop=headline>Awesome</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/cheatsheets/ itemprop=headline>Cheatsheets</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/researchers/ itemprop=headline>Researchers</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/tools/ itemprop=headline>Tools</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/curriculum/ itemprop=headline>Curriculum</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/workflows/ itemprop=headline>Workflows</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/awesome/ class="button is-primary">All Awesome Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/awesome.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
+<a href=/tags/fun><span class="tag is-warning is-light">#Fun</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="Awesome Stuff"><meta itemprop=description content="Summarizations, workflows, experiences, fails, etc"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="8"><meta itemprop=image content="https://datumorphism.leima.is/projects/awesome.svg"><meta itemprop=keywords content="Fun,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I create workflows/checklists, and write about experiences here.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Awesome (6 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/awesome/tools/ itemprop=headline>Tools</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/curriculum/ itemprop=headline>Curriculum</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/workflows/ itemprop=headline>Workflows</a></li></ul></li><li><a href=https://datumorphism.leima.is/awesome/ itemprop=headline>Awesome</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/cheatsheets/ itemprop=headline>Cheatsheets</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/awesome/researchers/ itemprop=headline>Researchers</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/awesome/ class="button is-primary">All Awesome Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/awesome.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
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 <a title="Use Command+K or Windows+K" class="button is-primary is-light is-outlined" style=width:35px;height:35px;position:fixed;bottom:140px;right:10px;border-radius:9999px onclick='document.querySelector("ninja-keys").open()'><i class="fa-solid fa-terminal"></i></a></div></main><footer><footer class=footer><div class=container><div class="content has-text-centered"><p>Created and maintained by <a href=https://leima.is>L Ma</a>.
diff --git a/projects/blog/index.html b/projects/blog/index.html
index 1b00269ca..3af5e71e6 100644
--- a/projects/blog/index.html
+++ b/projects/blog/index.html
@@ -18,7 +18,7 @@
 <a class=navbar-item title="Use Command+K or Windows+K" onclick='document.querySelector("ninja-keys").open()'><i class="fa-solid fa-terminal"></i></a>
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 <a href=/categories/blog><span class="tag is-link is-light">Blog</span></a></div><div class="title is-6"><i class="fas fa-tags" style=margin-right:.5em></i>
-<a href=/tags/fun><span class="tag is-warning is-light">#Fun</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="Blog Posts"><meta itemprop=description content="My blog posts for fun."><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="12"><meta itemprop=image content="https://datumorphism.leima.is/projects/welcome.svg"><meta itemprop=keywords content="Fun,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I rarely write blog posts. Those blog posts collections are for fun.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Blog (6 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/blog/data-science/a-simple-machine-learning-framework/ itemprop=headline>A Simple Machine Learning Project Framework</a></li></ul></li><li><a href=https://datumorphism.leima.is/blog/ itemprop=headline>Blog</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/audiolization-of-covid19-in-eu/ itemprop=headline>Audiolization of Covid 19 Data in Europe</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/experiments-in-biology/ itemprop=headline>Experiments in Biology</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/science-part-in-data-science/ itemprop=headline>The Science Part in Data Science</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/beer-and-life-expectancy/ itemprop=headline>Beer and Life Expectancy</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/blog/ class="button is-primary">All Blog Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/blog.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
+<a href=/tags/fun><span class="tag is-warning is-light">#Fun</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="Blog Posts"><meta itemprop=description content="My blog posts for fun."><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="12"><meta itemprop=image content="https://datumorphism.leima.is/projects/welcome.svg"><meta itemprop=keywords content="Fun,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I rarely write blog posts. Those blog posts collections are for fun.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Blog (6 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/science-part-in-data-science/ itemprop=headline>The Science Part in Data Science</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/beer-and-life-expectancy/ itemprop=headline>Beer and Life Expectancy</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/data-science/a-simple-machine-learning-framework/ itemprop=headline>A Simple Machine Learning Project Framework</a></li></ul></li><li><a href=https://datumorphism.leima.is/blog/ itemprop=headline>Blog</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/audiolization-of-covid19-in-eu/ itemprop=headline>Audiolization of Covid 19 Data in Europe</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/blog/ruthless/experiments-in-biology/ itemprop=headline>Experiments in Biology</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/blog/ class="button is-primary">All Blog Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/blog.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
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 <a title="Use Command+K or Windows+K" class="button is-primary is-light is-outlined" style=width:35px;height:35px;position:fixed;bottom:140px;right:10px;border-radius:9999px onclick='document.querySelector("ninja-keys").open()'><i class="fa-solid fa-terminal"></i></a></div></main><footer><footer class=footer><div class=container><div class="content has-text-centered"><p>Created and maintained by <a href=https://leima.is>L Ma</a>.
diff --git a/projects/cards/index.html b/projects/cards/index.html
index e43b6c362..8c726bbe2 100644
--- a/projects/cards/index.html
+++ b/projects/cards/index.html
@@ -21,7 +21,7 @@
 <a href=/tags/introduction><span class="tag is-warning is-light">#Introduction</span></a>
 <a href=/tags/machine-learning><span class="tag is-warning is-light">#Machine Learning</span></a>
 <a href=/tags/data-science><span class="tag is-warning is-light">#Data Science</span></a>
-<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="My Knowledge Cards"><meta itemprop=description content="A collection of my snippets of knowledge"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="11"><meta itemprop=image content="https://datumorphism.leima.is/projects/cards.svg"><meta itemprop=keywords content="Introduction,Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>Concise and atomic knowledge snippets that can be used as references.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Cards (152 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/cards/information/fisher-information/ itemprop=headline>Fisher Information</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/communication/prep/ itemprop=headline>PREP</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/continuous-skip-gram/ itemprop=headline>skipgram: Continuous skip-gram</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bayes-theorem/ itemprop=headline>Bayes' Theorem</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/prediction-space/ itemprop=headline>Prediction Space in Forecasting</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/copula/ itemprop=headline>Copula</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/explained-variation/ itemprop=headline>Explained Variation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/communication/scq-a/ itemprop=headline>SCQ-A</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-elu/ itemprop=headline>ELU</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-laplacians/ itemprop=headline>Graph Laplacians</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/fraser-information/ itemprop=headline>Fraser Information</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/jensens-inequality/ itemprop=headline>Jensen's Inequality</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-neural-networks-over-smoothing/ itemprop=headline>Over-Smoothing in Graph Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/bernoulli/ itemprop=headline>Bernoulli Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/n-gram/ itemprop=headline>n-gram</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bic/ itemprop=headline>Bayesian Information Criterion</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/kendall-correlation-coefficient/ itemprop=headline>Kendall Tau Correlation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/convolution-dilated/ itemprop=headline>Dilated Convolution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/generating-process/ itemprop=headline>Data Generating Processes for Time Series Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/node-degree/ itemprop=headline>Node Degree</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-weisfeiler-lehman-kernel/ itemprop=headline>Weisfeiler-Lehman Kernel</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/jensen-shannon-divergence/ itemprop=headline>Jensen-Shannon Divergence</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/hubbard-stratonovich-identity/ itemprop=headline>The Hubbard-Stratonovich Identity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/multiset-mset-bag/ itemprop=headline>Multiset, mset or bag</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/diagonalize-matrix/ itemprop=headline>Diagnolize Matrices</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/ itemprop=headline>Machine Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/ts-corr/ itemprop=headline>Empirical Correlation Coefficient (CORR)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-salton-index/ itemprop=headline>Graph Local Overlap Measure: Salton Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-bi-polar-sigmoid/ itemprop=headline>BiPolar Sigmoid</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-conic-section-function/ itemprop=headline>Conic Section Function</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/conditional-probability-table/ itemprop=headline>Conditional Probability Table</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/gini-impurity/ itemprop=headline>Gini Impurity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/tucker-decomposition/ itemprop=headline>Tucker Decomposition</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-global-overlap-katz-index/ itemprop=headline>Graph Global Overlap Measure: Katz Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/heterophily/ itemprop=headline>Heterophily on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/reparametrization-expectation-sampling/ itemprop=headline>Reparametrization in Expectation Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/canonical-decomposition/ itemprop=headline>Canonical Decomposition</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-hyperbolic-tangent/ itemprop=headline>Hyperbolic Tanh</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/statistics/ itemprop=headline>Statistics</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/dev/ itemprop=headline>Dev</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/dev/sla-slo-sli/ itemprop=headline>SLA, SLO, SLI</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/continuous-bag-of-words/ itemprop=headline>CBOW: Continuous Bag of Words</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/poisson-process/ itemprop=headline>Poisson Process</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/economics/ itemprop=headline>Economics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-convolution-operator/ itemprop=headline>Graph Convolution Operator</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/communication/wwh/ itemprop=headline>WWH</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/cholesky-decomposition/ itemprop=headline>Cholesky Decomposition</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/khatri-rao/ itemprop=headline>Khatri-Rao Product</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-swish/ itemprop=headline>Swish</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/information/ itemprop=headline>Information</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/convolution-and-fourier-transform/ itemprop=headline>Convolutions Using Fourier Transform</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-adamic-adar-index/ itemprop=headline>Graph Local Overlap Measure: Adamic Adar Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/cosine-similarity/ itemprop=headline>Cosine Similarity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/combinations/ itemprop=headline>Combinations</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/math/ itemprop=headline>Math</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/ itemprop=headline>Cards</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/kolmogorov-complexity/ itemprop=headline>Kolmogorov Complexity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/rosenblatt-perceptron/ itemprop=headline>Rosenblatt's Perceptron</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/population-loss/ itemprop=headline>Population Loss</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/communication/ itemprop=headline>Communication</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/time-series/ itemprop=headline>Time Series</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-betweenness-centrality/ itemprop=headline>Betweenness Centrality of a Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/binomial/ itemprop=headline>Binomial Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/svd/ itemprop=headline>SVD: Singular Value Decomposition</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/ itemprop=headline>Neural Networks</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-cuts/ itemprop=headline>Graph Cuts</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/learning-problem/ itemprop=headline>The Learning Problem</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-edge-sampling/ itemprop=headline>Graph Edge Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-global-overlap-leicht-holme-newman-similarity/ itemprop=headline>Graph Global Overlap Measure: Leicht-Holme-Newman Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/empirical-loss/ itemprop=headline>Empirical Loss</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-isomorphism/ itemprop=headline>Graph Isomorphism</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/alignment-and-uniformity/ itemprop=headline>Alignment and Uniformity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/aic/ itemprop=headline>Akaike Information Criterion</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/empirical-risk-minimization/ itemprop=headline>ERM: Empirical Risk Minimization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/dev/bloom-filter/ itemprop=headline>Bloom Filter</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/hilbert-schmidt-independence-criterion/ itemprop=headline>Hilbert-Schmidt Independence Criterion (HSIC)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-global-overlap-random-walk-similarity/ itemprop=headline>Graph Global Overlap Measure: Random Walk Similarity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/likelihood/ itemprop=headline>Likelihood</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/mahalanobis-distance/ itemprop=headline>Mahalanobis Distance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/neural-networks-initialization/ itemprop=headline>Initialize Artificial Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/shannon-entropy/ itemprop=headline>Shannon Entropy</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/jacknife-resampling/ itemprop=headline>Jackknife Resampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/information-gain/ itemprop=headline>Information Gain</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/frobenius-distance/ itemprop=headline>Frobenius distance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/t-distribution/ itemprop=headline>t Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/gnn-graph-structure-learning/ itemprop=headline>Graph Structure Learning in GNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/multivariate-normal-distribution/ itemprop=headline>Multivariate Normal Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-relu/ itemprop=headline>ReLu</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/covariance-matrix/ itemprop=headline>Covariance Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/jaccard-similarity/ itemprop=headline>Jaccard Similarity</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/ itemprop=headline>Practices in Machine Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/centered-kernel-alignment/ itemprop=headline>Centered Kernel Alignment (CKA)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-adjacency-matrix/ itemprop=headline>Graph Adjacency Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/statistics-centering-matrix/ itemprop=headline>Centering Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/learning-rate/ itemprop=headline>Learning Rate</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/cross-entropy/ itemprop=headline>Cross Entropy</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/mdl/ itemprop=headline>Minimum Description Length</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/datatypes/data-types/ itemprop=headline>Data Types</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/ itemprop=headline>Embedding</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/forecasting/ itemprop=headline>Time Series Forecasting</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/crps/ itemprop=headline>Continuous Ranked Probability Score - CRPS</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-clustering-coefficient/ itemprop=headline>Graph Clustering Coefficient</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/cauchy/ itemprop=headline>Cauchy-Lorentz Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-radial-basis-function/ itemprop=headline>Radial Basis Function</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/structural-equivalence/ itemprop=headline>Structural Equivalence on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/arcsine/ itemprop=headline>Arcsine Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/modes-and-slices-of-tensor/ itemprop=headline>Modes and Slices of Tensors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/mutual-information/ itemprop=headline>Mutual Information</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/negative-sampling/ itemprop=headline>Negative Sampling</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/datatypes/ itemprop=headline>Data Types</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/gnn-mix-hop-propagation/ itemprop=headline>Mix-hop Propagation in GNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/induction-deduction-transduction/ itemprop=headline>Induction, Deduction, and Transduction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/cramers-v/ itemprop=headline>Cramér's V</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/graph/ itemprop=headline>Graph</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/noise-contrastive-estimation/ itemprop=headline>Noise Contrastive Estimation: NCE</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/cross-validation/ itemprop=headline>Cross Validation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bayes-factors/ itemprop=headline>Bayes Factors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/nml/ itemprop=headline>Normalized Maximum Likelihood</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bonferroni-correction/ itemprop=headline>Bonferroni Correction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/cuda-memory/ itemprop=headline>CUDA Memory</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-resource-allocation-index/ itemprop=headline>Graph Local Overlap Measure: Resource Allocation Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/structural-risk-minimization/ itemprop=headline>SRM: Structural Risk Minimization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/multiple-comparison-problem/ itemprop=headline>Multiple Comparison Problem</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/gamma/ itemprop=headline>Gamma Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-uni-polar-sigmoid/ itemprop=headline>Uni-Polar Sigmoid</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/time-convolution/ itemprop=headline>Time Convolution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/ts-rse/ itemprop=headline>Root Relative Squared Error (RSE)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/coding-theory-concepts/ itemprop=headline>Coding Theory Concepts</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/fia/ itemprop=headline>Fisher Information Approximation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-leaky-relu/ itemprop=headline>Leaky ReLu</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/pac/ itemprop=headline>PAC: Probably Approximately Correct</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/eigendecomposition/ itemprop=headline>Eigenvalues and Eigenvectors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/normal-distribution/ itemprop=headline>Normal Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/homophily/ itemprop=headline>Homophily on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/datatypes/data-file-formats/ itemprop=headline>Data File Formats</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/levenshtein-distance/ itemprop=headline>Levenshtein Distance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/dev/idempotence/ itemprop=headline>Idempotence</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-sorensen-index/ itemprop=headline>Graph Local Overlap Measure: Sorensen Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/beta/ itemprop=headline>Beta Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/tf-idf/ itemprop=headline>Term Frequency - Inverse Document Frequency</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/set-shatter/ itemprop=headline>Shatter</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/box-cox/ itemprop=headline>Box-Cox Transformation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/categorical/ itemprop=headline>Categorical Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-eigenvector-centrality/ itemprop=headline>Eigenvector Centrality of a Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/gaussian-integrals/ itemprop=headline>Gaussian Integrals</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/pytorch-data-parallelism/ itemprop=headline>Pytorch Data Parallelism</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/f-divergence/ itemprop=headline>f-Divergence</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/log-sum-exp-trick/ itemprop=headline>The log-sum-exp Trick</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/mcculloch-pitts-model/ itemprop=headline>McCulloch-Pitts Model</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/ itemprop=headline>Learning Theories</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/ itemprop=headline>Measurement</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/level-set/ itemprop=headline>Level Set</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/cards/ class="button is-primary">All Cards Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/cards.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
+<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="My Knowledge Cards"><meta itemprop=description content="A collection of my snippets of knowledge"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="11"><meta itemprop=image content="https://datumorphism.leima.is/projects/cards.svg"><meta itemprop=keywords content="Introduction,Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>Concise and atomic knowledge snippets that can be used as references.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Cards (152 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/induction-deduction-transduction/ itemprop=headline>Induction, Deduction, and Transduction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/arcsine/ itemprop=headline>Arcsine Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/svd/ itemprop=headline>SVD: Singular Value Decomposition</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-uni-polar-sigmoid/ itemprop=headline>Uni-Polar Sigmoid</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/combinations/ itemprop=headline>Combinations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/multivariate-normal-distribution/ itemprop=headline>Multivariate Normal Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/cuda-memory/ itemprop=headline>CUDA Memory</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-neural-networks-over-smoothing/ itemprop=headline>Over-Smoothing in Graph Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/convolution-and-fourier-transform/ itemprop=headline>Convolutions Using Fourier Transform</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-global-overlap-katz-index/ itemprop=headline>Graph Global Overlap Measure: Katz Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-salton-index/ itemprop=headline>Graph Local Overlap Measure: Salton Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/f-divergence/ itemprop=headline>f-Divergence</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/dev/ itemprop=headline>Dev</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/crps/ itemprop=headline>Continuous Ranked Probability Score - CRPS</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-global-overlap-leicht-holme-newman-similarity/ itemprop=headline>Graph Global Overlap Measure: Leicht-Holme-Newman Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/heterophily/ itemprop=headline>Heterophily on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bic/ itemprop=headline>Bayesian Information Criterion</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/cholesky-decomposition/ itemprop=headline>Cholesky Decomposition</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-betweenness-centrality/ itemprop=headline>Betweenness Centrality of a Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/communication/prep/ itemprop=headline>PREP</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/ itemprop=headline>Practices in Machine Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/structural-equivalence/ itemprop=headline>Structural Equivalence on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/jacknife-resampling/ itemprop=headline>Jackknife Resampling</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/math/ itemprop=headline>Math</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/hilbert-schmidt-independence-criterion/ itemprop=headline>Hilbert-Schmidt Independence Criterion (HSIC)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-isomorphism/ itemprop=headline>Graph Isomorphism</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/time-convolution/ itemprop=headline>Time Convolution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/fia/ itemprop=headline>Fisher Information Approximation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/khatri-rao/ itemprop=headline>Khatri-Rao Product</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-relu/ itemprop=headline>ReLu</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-convolution-operator/ itemprop=headline>Graph Convolution Operator</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-radial-basis-function/ itemprop=headline>Radial Basis Function</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/prediction-space/ itemprop=headline>Prediction Space in Forecasting</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/statistics/ itemprop=headline>Statistics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/learning-problem/ itemprop=headline>The Learning Problem</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/jensens-inequality/ itemprop=headline>Jensen's Inequality</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/modes-and-slices-of-tensor/ itemprop=headline>Modes and Slices of Tensors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/learning-rate/ itemprop=headline>Learning Rate</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-sorensen-index/ itemprop=headline>Graph Local Overlap Measure: Sorensen Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/shannon-entropy/ itemprop=headline>Shannon Entropy</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/mutual-information/ itemprop=headline>Mutual Information</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/ itemprop=headline>Machine Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/dev/bloom-filter/ itemprop=headline>Bloom Filter</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-clustering-coefficient/ itemprop=headline>Graph Clustering Coefficient</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/gaussian-integrals/ itemprop=headline>Gaussian Integrals</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/multiple-comparison-problem/ itemprop=headline>Multiple Comparison Problem</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/kendall-correlation-coefficient/ itemprop=headline>Kendall Tau Correlation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-elu/ itemprop=headline>ELU</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/copula/ itemprop=headline>Copula</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/homophily/ itemprop=headline>Homophily on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/cross-validation/ itemprop=headline>Cross Validation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/covariance-matrix/ itemprop=headline>Covariance Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/tucker-decomposition/ itemprop=headline>Tucker Decomposition</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/forecasting/ itemprop=headline>Time Series Forecasting</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/generating-process/ itemprop=headline>Data Generating Processes for Time Series Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/empirical-risk-minimization/ itemprop=headline>ERM: Empirical Risk Minimization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/bernoulli/ itemprop=headline>Bernoulli Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/pac/ itemprop=headline>PAC: Probably Approximately Correct</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/ itemprop=headline>Measurement</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/ts-rse/ itemprop=headline>Root Relative Squared Error (RSE)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/cross-entropy/ itemprop=headline>Cross Entropy</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/population-loss/ itemprop=headline>Population Loss</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/continuous-bag-of-words/ itemprop=headline>CBOW: Continuous Bag of Words</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/frobenius-distance/ itemprop=headline>Frobenius distance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/levenshtein-distance/ itemprop=headline>Levenshtein Distance</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/datatypes/ itemprop=headline>Data Types</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/ itemprop=headline>Neural Networks</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/time-series/ itemprop=headline>Time Series</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/time-series/ts-corr/ itemprop=headline>Empirical Correlation Coefficient (CORR)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/box-cox/ itemprop=headline>Box-Cox Transformation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/fisher-information/ itemprop=headline>Fisher Information</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-bi-polar-sigmoid/ itemprop=headline>BiPolar Sigmoid</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/level-set/ itemprop=headline>Level Set</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/neural-networks-initialization/ itemprop=headline>Initialize Artificial Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/log-sum-exp-trick/ itemprop=headline>The log-sum-exp Trick</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/empirical-loss/ itemprop=headline>Empirical Loss</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/beta/ itemprop=headline>Beta Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/cramers-v/ itemprop=headline>Cramér's V</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/cosine-similarity/ itemprop=headline>Cosine Similarity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/t-distribution/ itemprop=headline>t Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/coding-theory-concepts/ itemprop=headline>Coding Theory Concepts</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/datatypes/data-file-formats/ itemprop=headline>Data File Formats</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/aic/ itemprop=headline>Akaike Information Criterion</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/information-gain/ itemprop=headline>Information Gain</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/normal-distribution/ itemprop=headline>Normal Distribution</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/ itemprop=headline>Learning Theories</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/centered-kernel-alignment/ itemprop=headline>Centered Kernel Alignment (CKA)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/jaccard-similarity/ itemprop=headline>Jaccard Similarity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/tf-idf/ itemprop=headline>Term Frequency - Inverse Document Frequency</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/gnn-mix-hop-propagation/ itemprop=headline>Mix-hop Propagation in GNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/forecasting/gnn-graph-structure-learning/ itemprop=headline>Graph Structure Learning in GNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/node-degree/ itemprop=headline>Node Degree</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/hubbard-stratonovich-identity/ itemprop=headline>The Hubbard-Stratonovich Identity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/conditional-probability-table/ itemprop=headline>Conditional Probability Table</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/mahalanobis-distance/ itemprop=headline>Mahalanobis Distance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/dev/sla-slo-sli/ itemprop=headline>SLA, SLO, SLI</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/set-shatter/ itemprop=headline>Shatter</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-swish/ itemprop=headline>Swish</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/eigendecomposition/ itemprop=headline>Eigenvalues and Eigenvectors</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/communication/ itemprop=headline>Communication</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/information/ itemprop=headline>Information</a><ul></ul></li><li><a href=https://datumorphism.leima.is/cards/ itemprop=headline>Cards</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/dev/idempotence/ itemprop=headline>Idempotence</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-adamic-adar-index/ itemprop=headline>Graph Local Overlap Measure: Adamic Adar Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/communication/scq-a/ itemprop=headline>SCQ-A</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/continuous-skip-gram/ itemprop=headline>skipgram: Continuous skip-gram</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-hyperbolic-tangent/ itemprop=headline>Hyperbolic Tanh</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-conic-section-function/ itemprop=headline>Conic Section Function</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/convolution-dilated/ itemprop=headline>Dilated Convolution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-edge-sampling/ itemprop=headline>Graph Edge Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/alignment-and-uniformity/ itemprop=headline>Alignment and Uniformity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bayes-factors/ itemprop=headline>Bayes Factors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/cauchy/ itemprop=headline>Cauchy-Lorentz Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/gamma/ itemprop=headline>Gamma Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/canonical-decomposition/ itemprop=headline>Canonical Decomposition</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-local-overlap-resource-allocation-index/ itemprop=headline>Graph Local Overlap Measure: Resource Allocation Index</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/kolmogorov-complexity/ itemprop=headline>Kolmogorov Complexity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/measurement/gini-impurity/ itemprop=headline>Gini Impurity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/n-gram/ itemprop=headline>n-gram</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-eigenvector-centrality/ itemprop=headline>Eigenvector Centrality of a Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-adjacency-matrix/ itemprop=headline>Graph Adjacency Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/likelihood/ itemprop=headline>Likelihood</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/explained-variation/ itemprop=headline>Explained Variation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/rosenblatt-perceptron/ itemprop=headline>Rosenblatt's Perceptron</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/reparametrization-expectation-sampling/ itemprop=headline>Reparametrization in Expectation Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/communication/wwh/ itemprop=headline>WWH</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/economics/ itemprop=headline>Economics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-global-overlap-random-walk-similarity/ itemprop=headline>Graph Global Overlap Measure: Random Walk Similarity</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/jensen-shannon-divergence/ itemprop=headline>Jensen-Shannon Divergence</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/multiset-mset-bag/ itemprop=headline>Multiset, mset or bag</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/binomial/ itemprop=headline>Binomial Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-weisfeiler-lehman-kernel/ itemprop=headline>Weisfeiler-Lehman Kernel</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/information/fraser-information/ itemprop=headline>Fraser Information</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/mcculloch-pitts-model/ itemprop=headline>McCulloch-Pitts Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/mdl/ itemprop=headline>Minimum Description Length</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/nml/ itemprop=headline>Normalized Maximum Likelihood</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/distributions/categorical/ itemprop=headline>Categorical Distribution</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/datatypes/data-types/ itemprop=headline>Data Types</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/graph/ itemprop=headline>Graph</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-cuts/ itemprop=headline>Graph Cuts</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/structural-risk-minimization/ itemprop=headline>SRM: Structural Risk Minimization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/neural-networks/activation-leaky-relu/ itemprop=headline>Leaky ReLu</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/graph/graph-laplacians/ itemprop=headline>Graph Laplacians</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bonferroni-correction/ itemprop=headline>Bonferroni Correction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/negative-sampling/ itemprop=headline>Negative Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/poisson-process/ itemprop=headline>Poisson Process</a></li></ul></li><li><a href=https://datumorphism.leima.is/cards/machine-learning/embedding/ itemprop=headline>Embedding</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/practice/pytorch-data-parallelism/ itemprop=headline>Pytorch Data Parallelism</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/statistics-centering-matrix/ itemprop=headline>Centering Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/machine-learning/learning-theories/noise-contrastive-estimation/ itemprop=headline>Noise Contrastive Estimation: NCE</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/math/diagonalize-matrix/ itemprop=headline>Diagnolize Matrices</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/cards/statistics/bayes-theorem/ itemprop=headline>Bayes' Theorem</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/cards/ class="button is-primary">All Cards Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/cards.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
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 <a title="Use Command+K or Windows+K" class="button is-primary is-light is-outlined" style=width:35px;height:35px;position:fixed;bottom:140px;right:10px;border-radius:9999px onclick='document.querySelector("ninja-keys").open()'><i class="fa-solid fa-terminal"></i></a></div></main><footer><footer class=footer><div class=container><div class="content has-text-centered"><p>Created and maintained by <a href=https://leima.is>L Ma</a>.
diff --git a/projects/reading/index.html b/projects/reading/index.html
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--- a/projects/reading/index.html
+++ b/projects/reading/index.html
@@ -20,7 +20,7 @@
 <a href=/categories/data-science><span class="tag is-link is-light">Data Science</span></a></div><div class="title is-6"><i class="fas fa-tags" style=margin-right:.5em></i>
 <a href=/tags/machine-learning><span class="tag is-warning is-light">#Machine Learning</span></a>
 <a href=/tags/data-science><span class="tag is-warning is-light">#Data Science</span></a>
-<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="My Reading Notes"><meta itemprop=description content="A collection of my reading notes"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="8"><meta itemprop=image content="https://datumorphism.leima.is/projects/reading.svg"><meta itemprop=keywords content="Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I share my reading notes on some books.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Reading Notes (16 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/reading/normalizing-flow-introduction-1908.09257/ itemprop=headline>Normalizing Flows: An Introduction and Review of Current Methods</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/grammar-of-graphics/graph-creation/ itemprop=headline>Graph Creation</a></li></ul></li><li><a href=https://datumorphism.leima.is/reading/grammar-of-graphics/ itemprop=headline>The Grammar of Graphics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/working-memory-and-brain-waves/ itemprop=headline>Working Memory and Brain Waves</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/elements-of-statistics/ itemprop=headline>Schaum's Outline of Theories and Problems of Elements of Statistics I and II</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/popularity-vs-similarity/ itemprop=headline>Popularity versus similarity in growing networks</a></li></ul></li><li><a href=https://datumorphism.leima.is/reading/ itemprop=headline>Reading Notes</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/stemgnn/ itemprop=headline>StemGNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/self-supervised-learning-generative-or-contrastive-2006.08218/ itemprop=headline>Self-supervised Learning: Generative or Constrastive</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/graphical-perception/ itemprop=headline>Human Graphical Perception of Quantitative Information in Data Visualization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/statistical-physics-and-information-theory/ itemprop=headline>Information Theory and Statistical Mechanics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/mtgnn/ itemprop=headline>MTGNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/word2vec-in-out-embedding/ itemprop=headline>Improving Document Ranking with Dual Word Embeddings</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/art-of-data-science/ itemprop=headline>The Art of Data Science</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/data-mining/ itemprop=headline>Data Mining: Concepts and Techniques</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/overcoming-catastrophic-forgetting-in-neural-networks/ itemprop=headline>Overcoming catastrophic forgetting in neural networks</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/reading/ class="button is-primary">All Reading Notes Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/reading.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
+<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="My Reading Notes"><meta itemprop=description content="A collection of my reading notes"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="8"><meta itemprop=image content="https://datumorphism.leima.is/projects/reading.svg"><meta itemprop=keywords content="Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I share my reading notes on some books.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Reading Notes (16 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/reading/stemgnn/ itemprop=headline>StemGNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/data-mining/ itemprop=headline>Data Mining: Concepts and Techniques</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/popularity-vs-similarity/ itemprop=headline>Popularity versus similarity in growing networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/mtgnn/ itemprop=headline>MTGNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/self-supervised-learning-generative-or-contrastive-2006.08218/ itemprop=headline>Self-supervised Learning: Generative or Constrastive</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/elements-of-statistics/ itemprop=headline>Schaum's Outline of Theories and Problems of Elements of Statistics I and II</a></li></ul></li><li><a href=https://datumorphism.leima.is/reading/ itemprop=headline>Reading Notes</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/normalizing-flow-introduction-1908.09257/ itemprop=headline>Normalizing Flows: An Introduction and Review of Current Methods</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/grammar-of-graphics/graph-creation/ itemprop=headline>Graph Creation</a></li></ul></li><li><a href=https://datumorphism.leima.is/reading/grammar-of-graphics/ itemprop=headline>The Grammar of Graphics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/word2vec-in-out-embedding/ itemprop=headline>Improving Document Ranking with Dual Word Embeddings</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/overcoming-catastrophic-forgetting-in-neural-networks/ itemprop=headline>Overcoming catastrophic forgetting in neural networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/art-of-data-science/ itemprop=headline>The Art of Data Science</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/graphical-perception/ itemprop=headline>Human Graphical Perception of Quantitative Information in Data Visualization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/statistical-physics-and-information-theory/ itemprop=headline>Information Theory and Statistical Mechanics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/reading/working-memory-and-brain-waves/ itemprop=headline>Working Memory and Brain Waves</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/reading/ class="button is-primary">All Reading Notes Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/reading.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas fa-pencil-alt"></i></a>
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 <a class="button is-primary is-light is-outlined" href=#connectome alt=Connectome style=position:fixed;bottom:100px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fa-solid fa-brain"></i></a>
 <a title="Use Command+K or Windows+K" class="button is-primary is-light is-outlined" style=width:35px;height:35px;position:fixed;bottom:140px;right:10px;border-radius:9999px onclick='document.querySelector("ninja-keys").open()'><i class="fa-solid fa-terminal"></i></a></div></main><footer><footer class=footer><div class=container><div class="content has-text-centered"><p>Created and maintained by <a href=https://leima.is>L Ma</a>.
diff --git a/projects/til/index.html b/projects/til/index.html
index e032790c7..5a59e60b1 100644
--- a/projects/til/index.html
+++ b/projects/til/index.html
@@ -21,7 +21,7 @@
 <a href=/tags/introduction><span class="tag is-warning is-light">#Introduction</span></a>
 <a href=/tags/machine-learning><span class="tag is-warning is-light">#Machine Learning</span></a>
 <a href=/tags/data-science><span class="tag is-warning is-light">#Data Science</span></a>
-<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="TIL"><meta itemprop=description content="Today I Learned"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="15"><meta itemprop=image content="https://datumorphism.leima.is/projects/til.svg"><meta itemprop=keywords content="Introduction,Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I write some exciting learnings sometimes. These TILs are usually concise and shipped with references.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">TIL (98 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/til/programming/command-line-russian-roulette/ itemprop=headline>Command Line Russian Roulette</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/gnu-screen-key-conflict-with-bash/ itemprop=headline>GNU Screen Key Conflict with Bash</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/run-mathematica-script-in-terminal/ itemprop=headline>How to Run Mathematica Script in Terminal</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-managing-paths-using-pathlib-is-easier/ itemprop=headline>Managing path using pathlib in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/database/mongodb-array-and-dict/ itemprop=headline>Arrays and Dicts in MongoDB</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-moving-average/ itemprop=headline>Calculate Moving Average Using SQL/BigQquery</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-heap-mac-linux-diff/ itemprop=headline>Heap on Mac and Linux</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/linux-mac-list-all-folders/ itemprop=headline>List All Folders in Linux or Mac</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/gnuplot-iterm2-imgcat/ itemprop=headline>GNUPLOT Inline Output in iterm2</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-int-multiply/ itemprop=headline>C++ int Multiplication</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/latex-automatically-adjust-figure/ itemprop=headline>LaTeX Automatically Adjust Figure</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-map-vs-for/ itemprop=headline>Python Map vs For in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/postgres.join-begin-with-smallest-cardinality/ itemprop=headline>Postgres Optimization in JOIN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-passing-arguments-through-lists/ itemprop=headline>Passing Function Arguments Through Lists in Mathematica</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/git/git-pull-with-submodule/ itemprop=headline>Git Pull with Submodule</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-range-for-statement/ itemprop=headline>C++ range-for-statement</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-assigning-values-to-multiple-variables/ itemprop=headline>Assigning Values to Multiple Variables</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-switch-statement/ itemprop=headline>Switch statement in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/jupyter-notebook-add-new-kernels-in-conda-env/ itemprop=headline>Add New Kernels to Jupyter Notebook in Conda Environment</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-get-current-user/ itemprop=headline>Get Current User in BigQuery</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-copy-value-or-address/ itemprop=headline>Copy Scalars and Lists in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/python-urllib-ssl/ itemprop=headline>Certificate Errors in urllib</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-meta-tables/ itemprop=headline>BigQuery Meta Tables</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/statistics/controlled-experiments/ itemprop=headline>Controlled Experiments</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-default-parameters-mutable/ itemprop=headline>Python Default Parameters Tripped Me Up</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-turn-series-into-function/ itemprop=headline>Turn a Series Expansion into Function in Mathematica</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-allocating-memory-multidimensional-array/ itemprop=headline>Allocating Memory for Multidimensional Array in C++</a></li></ul></li><li><ul><li><a 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href=https://datumorphism.leima.is/til/programming/chrome-dev-tool-usage/ itemprop=headline>The Great Chrome Dev Tool</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/machine-learning/pytorch/pytorch-differential-learning-rates/ itemprop=headline>Differential Learning Rates in PyTorch</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-class-inheritance-sequential/ itemprop=headline>Python Class Sequential Inheritance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/html-animate-css/ itemprop=headline>HTML Animations Using CSS: AnimateCSS</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-writing-loops/ itemprop=headline>Python Various Ways of Writing Loops</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/math/area-enclosed-in-a-line/ itemprop=headline>Area Enclosed by a Line</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/til/ class="button is-primary">All TIL Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous 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+<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="TIL"><meta itemprop=description content="Today I Learned"><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="15"><meta itemprop=image content="https://datumorphism.leima.is/projects/til.svg"><meta itemprop=keywords content="Introduction,Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>I write some exciting learnings sometimes. These TILs are usually concise and shipped with references.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">TIL (98 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/til/data/deal-with-rare-categories-using-pandas/ itemprop=headline>Deal with Rare Categories Using Pandas</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-three-dots/ itemprop=headline>Three dots in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-package-including-data-file/ itemprop=headline>Add Data Files to Python Package</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/git/gitignore-by-file-size/ itemprop=headline>gitignore by file size</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/math/area-enclosed-in-a-line/ itemprop=headline>Area Enclosed by a Line</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/pandas/pandas-parallel-multiprocessing/ itemprop=headline>Pandas with MultiProcessing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/pandas/pandas-new-column-from-other/ itemprop=headline>Calculated Columns in Pandas</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-passing-arguments-through-lists/ itemprop=headline>Passing Function Arguments Through Lists in Mathematica</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/ipython-or-jupyter-notebook-magics/ itemprop=headline>IPython or Jupyter Notebook Magics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-stupid-numpy-piecewise/ itemprop=headline>Python Stupid numpy.piecewise</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/run-program-in-background-ubuntu/ itemprop=headline>Run a program in the background on ubuntu</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-anaconda-install-requirements/ itemprop=headline>Installing requirements.txt in Conda Environments</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-default-parameters-mutable/ itemprop=headline>Python Default Parameters Tripped Me Up</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-plot-exclude-singularities/ itemprop=headline>Mathematica Exclude Singularities in Plot</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/git/git-pull-multi-remote/ itemprop=headline>git pull multi remote</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-smooth-plot/ itemprop=headline>Mathematica Smooth Plot</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/math/eigensystem-of-a-special-matrix/ itemprop=headline>Eigensystem of A Special Matrix</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/math/feynman-tricks/ itemprop=headline>Feynman Trick</a></li></ul></li><li><a href=https://datumorphism.leima.is/til/ itemprop=headline>TIL</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-meta-tables/ itemprop=headline>BigQuery Meta Tables</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/trees/ itemprop=headline>tree in Linux</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-heap-mac-linux-diff/ itemprop=headline>Heap on Mac and Linux</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-writing-loops/ itemprop=headline>Python Various Ways of Writing Loops</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-managing-paths-using-pathlib-is-easier/ itemprop=headline>Managing path using pathlib in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/machine-learning/pytorch/pytorch-initial-params/ itemprop=headline>PyTorch: Initialize Parameters</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cmake-usage/ itemprop=headline>CMake Usage</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/migrating-wordpress-to-static-site/ itemprop=headline>Migrating Wordpress to Static</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-turn-series-into-function/ itemprop=headline>Turn a Series Expansion into Function in Mathematica</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/git/git-ssh-asking-pwd-everytime/ 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itemprop=headline>Binning Data Values using Pandas</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/jupyter-notebook-autoreload-python-modules-or-packages/ itemprop=headline>Auto-reload Python Packages or Python Modules in Jupyter Notebook</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-generate-continuous-dates-as-a-column/ itemprop=headline>Generate a Column of Continuous Dates in BigQuery</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/statistics/controlled-experiments/ itemprop=headline>Controlled Experiments</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-range-for-statement/ itemprop=headline>C++ range-for-statement</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/top/ itemprop=headline>TOP Command</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/chrome-dev-tool-usage/ itemprop=headline>The Great Chrome Dev Tool</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-class-methods-ordered/ itemprop=headline>Ordered Member Functions of a Class in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/machine-learning/pandas-groupby-caveats/ itemprop=headline>Pandas Groupby Does Not Guarantee Unique Content in Groupby Columns</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-tilde-operator/ itemprop=headline>Python Tilde Operator</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-long-string/ itemprop=headline>Python Long String</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/git/git-pull-with-submodule/ itemprop=headline>Git Pull with Submodule</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/misc/vscode/vscode-terminal-python-not-conda-mac/ itemprop=headline>VSCode Terminal Python Can Not Activate Conda on Mac</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-class-inheritance-sequential/ itemprop=headline>Python Class Sequential Inheritance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/database/mongodb-array-and-dict/ itemprop=headline>Arrays and Dicts in MongoDB</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-assigning-values-to-multiple-variables/ itemprop=headline>Assigning Values to Multiple Variables</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-profile-snakeviz/ itemprop=headline>snakeviz</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/postgres.join-begin-with-smallest-cardinality/ itemprop=headline>Postgres Optimization in JOIN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/postgres.deal-with-null/ itemprop=headline>Deal with NULL in Postgres</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/misc/fitts-law/ itemprop=headline>Fitt's Law</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/run-mathematica-script-in-terminal/ itemprop=headline>How to Run Mathematica Script in Terminal</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-eval/ itemprop=headline>eval in Python is Dangerous</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-reliable-path/ itemprop=headline>Python Reliable Path to File</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/python-urllib-ssl/ itemprop=headline>Certificate Errors in urllib</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/start-simple-server/ itemprop=headline>Start a Simple Server</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-creating-lists/ itemprop=headline>Python Creating Lists</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-enumerate/ itemprop=headline>Python enumertate</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/pyspark-schema-comparison/ itemprop=headline>PySpark: Compare Two Schemas</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/gnu-screen-key-conflict-with-bash/ itemprop=headline>GNU Screen Key Conflict with Bash</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-different-output-forms/ itemprop=headline>Mathematica Different Output Forms</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/html-animate-css/ itemprop=headline>HTML Animations Using CSS: AnimateCSS</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/latex-automatically-adjust-figure/ itemprop=headline>LaTeX Automatically Adjust Figure</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/formating-numbers-python/ itemprop=headline>Formatting Numbers in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-plot-basestyle-default-font-style-and-ticks-style/ itemprop=headline>Mathematica Plot Default Font Style and Ticks Style: BaseStyle</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/open-url-using-python-webbrowser-module/ itemprop=headline>Open URL using python using webbrowser module</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-get-current-user/ itemprop=headline>Get Current User in BigQuery</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-materialize-query-results-for-performance/ itemprop=headline>Materialize the Query Result for Performance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-if-condition-on-numbers/ itemprop=headline>Python If on Numbers</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-copy-value-or-address/ itemprop=headline>Copy Scalars and Lists in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/cpp/cpp-allocating-memory-multidimensional-array/ itemprop=headline>Allocating Memory for Multidimensional Array in C++</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/math/symmetry-of-second-derivatives/ itemprop=headline>Symmetry of second derivatives</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/pyspark.beware-of-mutable-objects/ itemprop=headline>PySpark: Beware of Python Mutable Objects</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/misc/vscode/vscode-on-mac-do-not-repeat/ itemprop=headline>VSCode on Mac Long Press Keys Not Repeating</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-code-style/ itemprop=headline>Python Code Style</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-list-comprehensions/ itemprop=headline>Python List Comprehensions</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/filter-prime-numbers/ itemprop=headline>Python Onliner: Filter Prime Numbers</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-map-vs-for/ itemprop=headline>Python Map vs For in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/matplotlib-gridlines/ itemprop=headline>Gridlines in Matplotlib</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/machine-learning/pytorch/pytorch-differential-learning-rates/ itemprop=headline>Differential Learning Rates in PyTorch</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/jupyter-notebook-add-new-kernels-in-conda-env/ itemprop=headline>Add New Kernels to Jupyter Notebook in Conda Environment</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/data/bigquery-moving-average/ itemprop=headline>Calculate Moving Average Using SQL/BigQquery</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/linux-mac-list-all-folders/ itemprop=headline>List All Folders in Linux or Mac</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/import-in-python/ itemprop=headline>Import in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/misc/vscode/vscode-setup-python-tests-with-module-in-src-folder/ itemprop=headline>VSCode Setup Tests when Module is in a Different Folder</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-switch-statement/ itemprop=headline>Switch statement in Python</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/python/python-datetime-on-different-os/ itemprop=headline>Python Datetime on Different OS</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/mathematica/mathematica-plottheme/ itemprop=headline>Mathematica Provides Great PlotTheme Options</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/til/programming/gnuplot-iterm2-imgcat/ itemprop=headline>GNUPLOT Inline Output in iterm2</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/til/ class="button is-primary">All TIL Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous 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diff --git a/projects/wiki/index.html b/projects/wiki/index.html
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@@ -21,7 +21,7 @@
 <a href=/tags/introduction><span class="tag is-warning is-light">#Introduction</span></a>
 <a href=/tags/machine-learning><span class="tag is-warning is-light">#Machine Learning</span></a>
 <a href=/tags/data-science><span class="tag is-warning is-light">#Data Science</span></a>
-<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="My Data Wiki"><meta itemprop=description content="A collection of my wiki articles related to data."><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="29"><meta itemprop=image content="https://datumorphism.leima.is/projects/wiki.svg"><meta itemprop=keywords content="Introduction,Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>This is a collection of articles on machine learning, data science, coding, and some math as wiki articles. These articles are meant to be part of a knowledge base.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Wiki (207 pages)</h3><ul class=menu-list><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/kl-divergence/ itemprop=headline>KL Divergence</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/embedding/ itemprop=headline>Embedding</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/elbo/ itemprop=headline>Evidence Lower Bound: ELBO</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/classifier-chains/ itemprop=headline>Classifier Chains for Multilabel Classification</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/artificial-neural-networks/ itemprop=headline>Artificial Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/basic-crawler/ itemprop=headline>Basic Node Crawler</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/multiprocessing/ itemprop=headline>The Python Language: Multi-Processing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/mdl-and-neural-networks/ itemprop=headline>MDL and Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/random-forest/ itemprop=headline>Random Forest</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/data-structure-tree/ itemprop=headline>Data Structure: Tree</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/latent-variable-models/ itemprop=headline>Latent Variable Models</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/algorithms/ itemprop=headline>Algorithms</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-computation/ itemprop=headline>Basics of Computation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/linear-methods/ itemprop=headline>Linear Methods</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/jargons/ itemprop=headline>Jargons</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/git/ itemprop=headline>Git</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-mongodb/ itemprop=headline>Basics of MongoDB</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/interpretability/ itemprop=headline>Interpretability</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/monte-carlo/gibbs-sampling/ itemprop=headline>Gibbs Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/embedding/overview/ itemprop=headline>Embedding</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-database/ itemprop=headline>Basics of Database</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/state-space-models/ itemprop=headline>State Space Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/overview/ itemprop=headline>Feature Engineering</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/forecasting/ itemprop=headline>Forecasting</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/optimization/ itemprop=headline>Optimization</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/ itemprop=headline>Bayesian Methods</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/graph/ itemprop=headline>Machine Learning with Graph</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/pattern-mining/association-rules/ itemprop=headline>Association Rules</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/short-time-fourier-transform/ itemprop=headline>Short-Time-Fourier-Transform</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/gnuplot/ itemprop=headline>GNUPlot</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/autoencoder/ itemprop=headline>Generative Model: Auto-Encoder</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/contrastive-predictive-codeing/ itemprop=headline>Contrastive Predictive Coding</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/deepar/ itemprop=headline>DeepAR</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/layer-norm/ itemprop=headline>Layer Norm</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/boxplots/ itemprop=headline>Boxplot</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/forecasting-problem/ itemprop=headline>The Time Series Forecasting Problem</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/gan/ itemprop=headline>GAN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/checklist/ itemprop=headline>Data Engineering for Data Scientists: Checklist</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/bias-variance/ itemprop=headline>Bias-Variance</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/ itemprop=headline>Wiki</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/ml-flow-frameworks/ itemprop=headline>Some ML Workflow Frameworks</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/programming-languages/ itemprop=headline>Programming Languages</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/map-reduce/ itemprop=headline>Basics of MapReduce</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/extract-transform-load/ itemprop=headline>Extract, Transform and Load</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/pca/ itemprop=headline>Unsupervised Learning: PCA</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/manage-data-using-mongodb/ itemprop=headline>Manage Data Using MongoDB</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/performance/ itemprop=headline>Machine Learning Performance</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/sugar/ itemprop=headline>Sugar</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/overview/ itemprop=headline>Tree-based Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/physicists-crash-course-neural-network/ itemprop=headline>A Physicist's Crash Course on Artificial Neural Network</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/ itemprop=headline>Feature Engineering</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/wavelets/ itemprop=headline>Wavelet Transform</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/performance/roc/ itemprop=headline>Receiver Operating Characteristics: ROC</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/ itemprop=headline>Dynamical System</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/ensemble/ itemprop=headline>Ensemble Methods</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/ itemprop=headline>Artificial Neural Networks</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/pattern-mining/ itemprop=headline>Pattern Mining</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/ itemprop=headline>Classification</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-ode/neural-ode-basics/ itemprop=headline>Neural ODE</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/algorithms-basics/ itemprop=headline>Some Basic Ideas of Algorithms</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/colors/ itemprop=headline>Principles of Colors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/tensor-factorization/ itemprop=headline>Tensor Factorization</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/time-series/ itemprop=headline>Time Series</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/jupyter/ itemprop=headline>Jupyter Notebook</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/finite-element-method/ itemprop=headline>Finite Element Method</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/packaging/ itemprop=headline>The Python Language: Packaging</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/multidimensional-data/ itemprop=headline>Describing Multi-dimensional Data</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/ itemprop=headline>Statistical Hypothesis Testing</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/learning-theory/ itemprop=headline>Learning Theory</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/algorithms/practices/ itemprop=headline>Algorithms Practices</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/probablistic/level-set-forecaster/ itemprop=headline>Level Set Forecaster</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/overview/ itemprop=headline>Factorization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/hypothesis-testing/ itemprop=headline>Statistical Hypothesis Testing</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/ itemprop=headline>Linear Models</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/hidden-markov-model/ itemprop=headline>Hidden Markov Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/variational-autoencoder/ itemprop=headline>Variational Auto-Encoder</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/dashboards/ itemprop=headline>Dashboards</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/probablistic/conformal-time-series-forecasting/ itemprop=headline>Conformal Time Series Forecasting</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/integration-of-ode/ itemprop=headline></a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/why-estimation-theory/ itemprop=headline>Why Estimation Theory</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/ itemprop=headline>The Python Language</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/basics/ itemprop=headline>The Python Language: Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/f-gan/ itemprop=headline>f-GAN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/correlation-analysis-chi-square/ itemprop=headline>Chi-square Correlation Test for Nominal Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/neyman-pearson-theory/ itemprop=headline>Neyman-Pearson Theory</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/documentation/ itemprop=headline>Documentation</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/ itemprop=headline>Energy-based Model</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/graph/basics/ itemprop=headline>Graph Basics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/overview/ itemprop=headline>Machine Learning Overview</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/statistics-of-graphs/ itemprop=headline>Statistics of Graphs</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/awslogs/ itemprop=headline>Amazon CloudWatch Logs</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/ itemprop=headline>Adversarial Models</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/data-processing/ itemprop=headline>Data Processing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/survival-analysis/survival-probability/ itemprop=headline></a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/conformal-prediction/ itemprop=headline>Conformal Prediction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/infogan/ itemprop=headline>infoGAN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/data-storage/ itemprop=headline>Data Storage</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/statistics/ itemprop=headline>Statistics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/learning-theory/feasibility-of-learning/ itemprop=headline>Feasibility of Learning</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/graph/traditional-methods-on-graph/ itemprop=headline>Traditional Methods on Graph</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/autoregressive-model/ itemprop=headline>Autoregressive Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/data-structure/ itemprop=headline>Data Structure</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/autoregressive-denoising-diffusion-model/ itemprop=headline>Autoregressive Denoising Diffusion Model</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/ itemprop=headline>C/C++</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/basics/ itemprop=headline>The C++ Language: Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/svm/ itemprop=headline>Unsupervised Learning: SVM</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/missing-data/ itemprop=headline>Dealing with Missing Data in Machine Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/olap-operations/ itemprop=headline>OLAP Operations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/performance/ itemprop=headline>The Python Language: Performance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/batch-norm/ itemprop=headline>Batch Norm</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/monte-carlo/ itemprop=headline>Monte Carlo</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/generative/ itemprop=headline>An Introduction to Generative Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/data-warehouse-concepts/ itemprop=headline>Some Concepts about Data Warehouse</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/overview/ itemprop=headline>Unsupervised Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/references/ itemprop=headline>The C++ Language</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/signal-processing-audio/ itemprop=headline>Signal Processing: Audio Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/diffusion-model/ itemprop=headline>Diffusion Models for Forecasting</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-redis/ itemprop=headline>Basics of Redis</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/normalization-methods/ itemprop=headline>Normalization Methods for Numeric Data</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/ itemprop=headline>Data Engineering for Data Scientists</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/nmf/ itemprop=headline>NMF: Nonnegative Matrix Factorizatioin</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/numerical/ itemprop=headline>The C++ Language: Numerical Methods</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/ itemprop=headline>Factorization</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/ itemprop=headline>Tree-based Methods</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/decorators/ itemprop=headline>The Python Language: Decorators</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/computation/ itemprop=headline>Computation</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/forecasting/tree/ itemprop=headline>Time Series Forecasting with Tree-based Models</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/naive-bayes/ itemprop=headline>Naive Bayes</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/sugar/regular-experssions/ itemprop=headline>Regular Expression Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/forecasting-with-deep-learning/ itemprop=headline>Time Series Forecasting with Deep Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/partial-difference-method/ itemprop=headline>Partial Differential Equations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/design/ itemprop=headline>Principles of Design</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-sql/ itemprop=headline>Basics of SQL</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/ itemprop=headline>Node Crawler</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/goodness-of-fit/ itemprop=headline>Goodness-of-fit</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/data-storage/ itemprop=headline>Data Storage</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/ itemprop=headline>Machine Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/data-structure-graph/ itemprop=headline>Data Structure: Graph</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-ode/ itemprop=headline>Neural ODE</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/model-selection/ itemprop=headline>Model Selection</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/scale-up/ itemprop=headline>Scale Up</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/what-is-graph/ itemprop=headline>What is Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/decision-tree/ itemprop=headline>Decision Tree</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/evalutate-time-series-models/ itemprop=headline>Evaluating Time Series Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/measures-of-generalizability/ itemprop=headline>Measures of Generalizability</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/mlops/comparison-of-frameworks/ itemprop=headline>Comparison of MLOps Frameworks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/data-processing-spark/ itemprop=headline>Data Processing - (Py)Spark</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/bayesian-linear-regression/ itemprop=headline>Bayesian Linear Regression</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-programming/ itemprop=headline>Basics of Programming</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/flow/ itemprop=headline>Generative Model: Normalizing Flow</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/anscombes-quartet/ itemprop=headline>Anscombe's quartet</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/linear-regression/ itemprop=headline>Linear Regression</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/ itemprop=headline>Generative Models</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/interpretability/shapley/ itemprop=headline>Shapley Value</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/ itemprop=headline>Machine Learning Basics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/logistic-regression/ itemprop=headline>Logistic Regression</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/boltzmann-machine/ itemprop=headline>Boltzmann Machine</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/contrastive/ itemprop=headline>Contrastive Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/confusion-matrix/ itemprop=headline>Confusion Matrix (Contingency Table)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/valid-confidence-sets-in-multiclass-multilabel-prediction/ itemprop=headline>Valid Confidence Sets in Multiclass and Multilabel Prediction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/graph-spectral-methods/ itemprop=headline>Graphs Spectral Methods</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-network/ itemprop=headline>Basics of Network</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/histogram-bin-size/ itemprop=headline>Bin Size of Histogram</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/restrictions/ itemprop=headline>Restrictions of Websites</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/node-crawler-introduction/ itemprop=headline>Introduction to Node Crawler Series</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/practices/target-sum/ itemprop=headline>Target Sum</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/context-instance/ itemprop=headline>Contrastive Model: Context-Instance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/type-1-error-and-type-2-error/ itemprop=headline>Types of Errors in Statistical Hypothesis Testing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/sign-test/ itemprop=headline>Statistical Sign Test</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/ itemprop=headline>Statistical Estimation</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/ itemprop=headline>Contrastive Models</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/tools/ itemprop=headline>Tools</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/confidence-interval/ itemprop=headline>Confidence Interval</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/learning-theory/vc-dimension/ itemprop=headline>VC Dimension</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/predictions-time-series-data/ itemprop=headline>Predictions Using Time Series Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/ml-problems-on-graph/ itemprop=headline>Solving Problems on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/practices/decimal-to-binary/ itemprop=headline>Decimal to Binary Representation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/maxent-energy-based-model/ itemprop=headline>MaxEnt Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/ordinary-differential-method/ itemprop=headline>Ordinary Differential Equations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/data-types/ itemprop=headline>Data Types and Level of Measurement in Machine Learning</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/ itemprop=headline>Data Warehouse</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/ itemprop=headline>Unsupervised Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/singal-processing/ itemprop=headline>Signal Processing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/deep-infomax/ itemprop=headline>Deep Infomax</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/data-visualization/ itemprop=headline>Data Visualization</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/parsimony-of-models/ itemprop=headline>Parsimony of Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/histogram/ itemprop=headline>Histogram</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/mlops/ itemprop=headline>MLOps</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/anova/ itemprop=headline>ANOVA</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/autoregressive-model/ itemprop=headline>Generative Model: Autoregressive Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/instance-instance/ itemprop=headline>Contrastive Model: Instance-Instance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/data-augmentation/ itemprop=headline>Time Series Data Augmentation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/mann-whitney-u-test/ itemprop=headline>Mann-Whitney U Test</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/cookiecutter/ itemprop=headline>Cookiecutter</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/interactions/mtgnn/ itemprop=headline>MTGNN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/model-selection/ itemprop=headline>Model Selection</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/poisson-regression/ itemprop=headline>Poisson Regression</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/restricted-boltzmann-machine/ itemprop=headline>Restricted Boltzmann Machine</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/learning-theory/information-bottleneck/ itemprop=headline>Information Bottleneck</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/terminal/ itemprop=headline>Terminal</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/correlation-coefficient/ itemprop=headline>Correlation Coefficient and Covariance for Numeric Data</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/survival-analysis/ itemprop=headline>Survival Analysis</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/hierarchical-classification/ itemprop=headline>Hierarchical Classification</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/what-is-statistics/ itemprop=headline>What is Statistics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/embedding/word2vec/ itemprop=headline>Word2vec</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/forecasting/probablistic/ itemprop=headline>Probabilistic Time Series Forecasting</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/deep-autoregressive-networks/ itemprop=headline>Deep Autoregressive Network</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/wiki/ class="button is-primary">All Wiki Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div class=is-divider data-content=CONTRIBUTORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href=https://leima.is class="button is-link is-bold has-text-weight-bold is-small">Contributor: LM</a></p></div></div></article></div><div id=comments class=is-divider data-content=COMMENTS></div><script src=https://giscus.app/client.js data-repo=datumorphism/comments data-repo-id="MDEwOlJlcG9zaXRvcnkxNjU5MDkyNDI=" data-category=Comments data-category-id=DIC_kwDOCeOS-s4B-Zxx data-mapping=pathname data-strict=1 data-reactions-enabled=1 data-emit-metadata=1 data-input-position=bottom data-theme=light_protanopia data-lang=en data-loading=lazy crossorigin=anonymous async></script></div></div></div></section></div><div class=navtools><a class="button is-primary is-light is-outlined" title alt="Edit this page" href=https://github.com/datumorphism/datumorphism.github.io/edit/hugo/content/projects/wiki.md target=blank style=position:fixed;bottom:20px;right:10px;border-radius:9999px;width:35px;height:35px><i class="fas 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+<a href=/tags/statistical-learning><span class="tag is-warning is-light">#Statistical Learning</span></a></div><div class="title is-6"><i class="far fa-bell" style=margin-right:.5em></i> <span class="tag is-warning is-light">Active</span></div></div></div></div><div class=media-right></div></article></div></div></div></div></div></header></header><main><div class=container itemscope itemtype=http://schema.org/BlogPosting><meta itemprop=name content="My Data Wiki"><meta itemprop=description content="A collection of my wiki articles related to data."><meta itemprop=datePublished content="2019-04-07T00:00:00+00:00"><meta itemprop=dateModified content="2019-04-07T00:00:00+00:00"><meta itemprop=wordCount content="29"><meta itemprop=image content="https://datumorphism.leima.is/projects/wiki.svg"><meta itemprop=keywords content="Introduction,Machine Learning,Data Science,Statistical Learning,"><section class=section><div class=container><div class=columns><div class="column is-8"><div class=is-divider data-content=INTRODUCTION></div><div class="content blog-post section" id=content-limited itemprop=articleBody><p>This is a collection of articles on machine learning, data science, coding, and some math as wiki articles. These articles are meant to be part of a knowledge base.</p></div><div class=is-divider data-content=PAGES></div><div class="menu section"><h3 class="menu-label is-size-6">Wiki (207 pages)</h3><ul class=menu-list><li><a href=https://datumorphism.leima.is/wiki/tools/ itemprop=headline>Tools</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/elbo/ itemprop=headline>Evidence Lower Bound: ELBO</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/anova/ itemprop=headline>ANOVA</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/bias-variance/ itemprop=headline>Bias-Variance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/data-structure-tree/ itemprop=headline>Data Structure: Tree</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/restrictions/ itemprop=headline>Restrictions of Websites</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/histogram/ itemprop=headline>Histogram</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/ itemprop=headline>Tree-based Methods</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/survival-analysis/survival-probability/ itemprop=headline></a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/mann-whitney-u-test/ itemprop=headline>Mann-Whitney U Test</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/interpretability/ itemprop=headline>Interpretability</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/mlops/comparison-of-frameworks/ itemprop=headline>Comparison of MLOps Frameworks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/maxent-energy-based-model/ itemprop=headline>MaxEnt Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/what-is-statistics/ itemprop=headline>What is Statistics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/evalutate-time-series-models/ itemprop=headline>Evaluating Time Series Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/logistic-regression/ itemprop=headline>Logistic Regression</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/measures-of-generalizability/ itemprop=headline>Measures of Generalizability</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/valid-confidence-sets-in-multiclass-multilabel-prediction/ itemprop=headline>Valid Confidence Sets in Multiclass and Multilabel Prediction</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/forecasting-problem/ itemprop=headline>The Time Series Forecasting Problem</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/programming-languages/ itemprop=headline>Programming Languages</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/histogram-bin-size/ itemprop=headline>Bin Size of Histogram</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/ itemprop=headline>Bayesian Methods</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/ itemprop=headline>Statistical Estimation</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/poisson-regression/ itemprop=headline>Poisson Regression</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/jargons/ itemprop=headline>Jargons</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/basic-crawler/ itemprop=headline>Basic Node Crawler</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/physicists-crash-course-neural-network/ itemprop=headline>A Physicist's Crash Course on Artificial Neural Network</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/conformal-prediction/ itemprop=headline>Conformal Prediction</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/monte-carlo/ itemprop=headline>Monte Carlo</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/overview/ itemprop=headline>Feature Engineering</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/bayesian-linear-regression/ itemprop=headline>Bayesian Linear Regression</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/olap-operations/ itemprop=headline>OLAP Operations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-sql/ itemprop=headline>Basics of SQL</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/ itemprop=headline>Node Crawler</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/packaging/ itemprop=headline>The Python Language: Packaging</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/batch-norm/ itemprop=headline>Batch Norm</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/naive-bayes/ itemprop=headline>Naive Bayes</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/basics/ itemprop=headline>The Python Language: Basics</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/ itemprop=headline>Machine Learning Basics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/predictions-time-series-data/ itemprop=headline>Predictions Using Time Series Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/boltzmann-machine/ itemprop=headline>Boltzmann Machine</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/cookiecutter/ itemprop=headline>Cookiecutter</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/ itemprop=headline>Machine Learning</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/ensemble/ itemprop=headline>Ensemble Methods</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/forecasting-with-deep-learning/ itemprop=headline>Time Series Forecasting with Deep Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-network/ itemprop=headline>Basics of Network</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/deep-infomax/ itemprop=headline>Deep Infomax</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-database/ itemprop=headline>Basics of Database</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/linear-regression/ itemprop=headline>Linear Regression</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/ itemprop=headline>Adversarial Models</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-ode/ itemprop=headline>Neural ODE</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/confusion-matrix/ itemprop=headline>Confusion Matrix (Contingency Table)</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/references/ itemprop=headline>The C++ Language</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/data-structure/ itemprop=headline>Data Structure</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/basics/ itemprop=headline>The C++ Language: Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/diffusion-model/ itemprop=headline>Diffusion Models for Forecasting</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/graph-spectral-methods/ itemprop=headline>Graphs Spectral Methods</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/learning-theory/vc-dimension/ itemprop=headline>VC Dimension</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/ itemprop=headline>Linear Models</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/interpretability/shapley/ itemprop=headline>Shapley Value</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/node-crawler-introduction/ itemprop=headline>Introduction to Node Crawler Series</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/context-instance/ itemprop=headline>Contrastive Model: Context-Instance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/decision-tree/ itemprop=headline>Decision Tree</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/awslogs/ itemprop=headline>Amazon CloudWatch Logs</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/forecasting/tree/ itemprop=headline>Time Series Forecasting with Tree-based Models</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/learning-theory/ itemprop=headline>Learning Theory</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/scale-up/ itemprop=headline>Scale Up</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/partial-difference-method/ itemprop=headline>Partial Differential Equations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/design/ itemprop=headline>Principles of Design</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/ordinary-differential-method/ itemprop=headline>Ordinary Differential Equations</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/overview/ itemprop=headline>Machine Learning Overview</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/embedding/word2vec/ itemprop=headline>Word2vec</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/type-1-error-and-type-2-error/ itemprop=headline>Types of Errors in Statistical Hypothesis Testing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/data-structure-graph/ itemprop=headline>Data Structure: Graph</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/embedding/ itemprop=headline>Embedding</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/dashboards/ itemprop=headline>Dashboards</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/integration-of-ode/ itemprop=headline></a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-programming/ itemprop=headline>Basics of Programming</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/layer-norm/ itemprop=headline>Layer Norm</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/parsimony-of-models/ itemprop=headline>Parsimony of Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/deepar/ itemprop=headline>DeepAR</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/ itemprop=headline>Dynamical System</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/checklist/ itemprop=headline>Data Engineering for Data Scientists: Checklist</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/artificial-neural-networks/ itemprop=headline>Artificial Neural Networks</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/ itemprop=headline>The Python Language</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/multiprocessing/ itemprop=headline>The Python Language: Multi-Processing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/contrastive-predictive-codeing/ itemprop=headline>Contrastive Predictive Coding</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/data-storage/ itemprop=headline>Data Storage</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/f-gan/ itemprop=headline>f-GAN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/dynamical-system/finite-element-method/ itemprop=headline>Finite Element Method</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/terminal/ itemprop=headline>Terminal</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/variational-autoencoder/ itemprop=headline>Variational Auto-Encoder</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/ itemprop=headline>Data Warehouse</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/ itemprop=headline>Statistical Hypothesis Testing</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/signal-processing-audio/ itemprop=headline>Signal Processing: Audio Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/contrastive/ itemprop=headline>Contrastive Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-computation/ itemprop=headline>Basics of Computation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/flow/ itemprop=headline>Generative Model: Normalizing Flow</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/data-visualization/ itemprop=headline>Data Visualization</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/optimization/ itemprop=headline>Optimization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-redis/ itemprop=headline>Basics of Redis</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/practices/decimal-to-binary/ itemprop=headline>Decimal to Binary Representation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/statistics-of-graphs/ itemprop=headline>Statistics of Graphs</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/ itemprop=headline>Contrastive Models</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/ itemprop=headline>Data Engineering for Data Scientists</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/hierarchical-classification/ itemprop=headline>Hierarchical Classification</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/embedding/overview/ itemprop=headline>Embedding</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/pattern-mining/association-rules/ itemprop=headline>Association Rules</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/ itemprop=headline>C/C++</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/random-forest/ itemprop=headline>Random Forest</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/wavelets/ itemprop=headline>Wavelet Transform</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/contrastive-models/instance-instance/ itemprop=headline>Contrastive Model: Instance-Instance</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/tensor-factorization/ itemprop=headline>Tensor Factorization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/state-space-models/ itemprop=headline>State Space Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/tree-based/overview/ itemprop=headline>Tree-based Learning</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/graph/traditional-methods-on-graph/ itemprop=headline>Traditional Methods on Graph</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/colors/ itemprop=headline>Principles of Colors</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/goodness-of-fit/ itemprop=headline>Goodness-of-fit</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/confidence-interval/ itemprop=headline>Confidence Interval</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/sign-test/ itemprop=headline>Statistical Sign Test</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/singal-processing/ itemprop=headline>Signal Processing</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/mlops/ itemprop=headline>MLOps</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/statistics/ itemprop=headline>Statistics</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/sugar/ itemprop=headline>Sugar</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/graph/ itemprop=headline>Machine Learning with Graph</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/what-is-graph/ itemprop=headline>What is Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/data-types/ itemprop=headline>Data Types and Level of Measurement in Machine Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/restricted-boltzmann-machine/ itemprop=headline>Restricted Boltzmann Machine</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/deep-autoregressive-networks/ itemprop=headline>Deep Autoregressive Network</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/ itemprop=headline>Unsupervised Learning</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/bayesian/latent-variable-models/ itemprop=headline>Latent Variable Models</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/missing-data/ itemprop=headline>Dealing with Missing Data in Machine Learning</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/time-series/ itemprop=headline>Time Series</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/model-selection/ itemprop=headline>Model Selection</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/probablistic/conformal-time-series-forecasting/ itemprop=headline>Conformal Time Series Forecasting</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-estimation/why-estimation-theory/ itemprop=headline>Why Estimation Theory</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/infogan/ itemprop=headline>infoGAN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/svm/ itemprop=headline>Unsupervised Learning: SVM</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/correlation-coefficient/ itemprop=headline>Correlation Coefficient and Covariance for Numeric Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/boxplots/ itemprop=headline>Boxplot</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/energy-based-model/ itemprop=headline>Energy-based Model</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/data-processing-spark/ itemprop=headline>Data Processing - (Py)Spark</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/practices/target-sum/ itemprop=headline>Target Sum</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/autoencoder/ itemprop=headline>Generative Model: Auto-Encoder</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/normalization-methods/ itemprop=headline>Normalization Methods for Numeric Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/computation/basics-of-mongodb/ itemprop=headline>Basics of MongoDB</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-networks/ itemprop=headline>Artificial Neural Networks</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/overview/ itemprop=headline>Factorization</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/hypothesis-testing/ itemprop=headline>Statistical Hypothesis Testing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/performance/ itemprop=headline>The Python Language: Performance</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/pattern-mining/ itemprop=headline>Pattern Mining</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/ itemprop=headline>Generative Models</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/documentation/ itemprop=headline>Documentation</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/survival-analysis/ itemprop=headline>Survival Analysis</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/algorithms/ itemprop=headline>Algorithms</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/jupyter/ itemprop=headline>Jupyter Notebook</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/extract-transform-load/ itemprop=headline>Extract, Transform and Load</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-visualization/anscombes-quartet/ itemprop=headline>Anscombe's quartet</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/graph/basics/ml-problems-on-graph/ itemprop=headline>Solving Problems on Graph</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/hidden-markov-model/ itemprop=headline>Hidden Markov Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/neural-ode/neural-ode-basics/ itemprop=headline>Neural ODE</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/overview/ itemprop=headline>Unsupervised Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/autoregressive-model/ itemprop=headline>Autoregressive Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/unsupervised/pca/ itemprop=headline>Unsupervised Learning: PCA</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/computation/ itemprop=headline>Computation</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/forecasting/ itemprop=headline>Forecasting</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/learning-theory/feasibility-of-learning/ itemprop=headline>Feasibility of Learning</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/algorithms-basics/ itemprop=headline>Some Basic Ideas of Algorithms</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/cpp/numerical/ itemprop=headline>The C++ Language: Numerical Methods</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/mdl-and-neural-networks/ itemprop=headline>MDL and Neural Networks</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/multidimensional-data/ itemprop=headline>Describing Multi-dimensional Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/gnuplot/ itemprop=headline>GNUPlot</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/data-storage/ itemprop=headline>Data Storage</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/learning-theory/information-bottleneck/ itemprop=headline>Information Bottleneck</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/model-selection/model-selection/ itemprop=headline>Model Selection</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-warehouse/data-warehouse-concepts/ itemprop=headline>Some Concepts about Data Warehouse</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/nmf/ itemprop=headline>NMF: Nonnegative Matrix Factorizatioin</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/programming-languages/python/decorators/ itemprop=headline>The Python Language: Decorators</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistics/correlation-analysis-chi-square/ itemprop=headline>Chi-square Correlation Test for Nominal Data</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/data-augmentation/ itemprop=headline>Time Series Data Augmentation</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/statistical-hypothesis-testing/neyman-pearson-theory/ itemprop=headline>Neyman-Pearson Theory</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/git/ itemprop=headline>Git</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/basics/kl-divergence/ itemprop=headline>KL Divergence</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/interactions/mtgnn/ itemprop=headline>MTGNN</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/graph/basics/ itemprop=headline>Graph Basics</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/generative/ itemprop=headline>An Introduction to Generative Models</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/performance/ itemprop=headline>Machine Learning Performance</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/factorization/ itemprop=headline>Factorization</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/algorithms/practices/ itemprop=headline>Algorithms Practices</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/monte-carlo/gibbs-sampling/ itemprop=headline>Gibbs Sampling</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/generative-models/autoregressive-model/ itemprop=headline>Generative Model: Autoregressive Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/nodecrawler/manage-data-using-mongodb/ itemprop=headline>Manage Data Using MongoDB</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/algorithms/map-reduce/ itemprop=headline>Basics of MapReduce</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/forecasting/probablistic/level-set-forecaster/ itemprop=headline>Level Set Forecaster</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/linear/linear-methods/ itemprop=headline>Linear Methods</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/feature-engineering/ itemprop=headline>Feature Engineering</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/autoregressive-denoising-diffusion-model/ itemprop=headline>Autoregressive Denoising Diffusion Model</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/tools/ml-flow-frameworks/ itemprop=headline>Some ML Workflow Frameworks</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/ itemprop=headline>Classification</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/data-engeering-for-data-scientist/data-processing/ itemprop=headline>Data Processing</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/adversarial-models/gan/ itemprop=headline>GAN</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/performance/roc/ itemprop=headline>Receiver Operating Characteristics: ROC</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/sugar/regular-experssions/ itemprop=headline>Regular Expression Basics</a></li></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/time-series/short-time-fourier-transform/ itemprop=headline>Short-Time-Fourier-Transform</a></li></ul></li><li><a href=https://datumorphism.leima.is/wiki/forecasting/probablistic/ itemprop=headline>Probabilistic Time Series Forecasting</a><ul></ul></li><li><a href=https://datumorphism.leima.is/wiki/ itemprop=headline>Wiki</a><ul></ul></li><li><ul><li><a href=https://datumorphism.leima.is/wiki/machine-learning/classification/classifier-chains/ itemprop=headline>Classifier Chains for Multilabel Classification</a></li></ul></li></ul></div></div><div class="column is-4"><div class=is-divider data-content=NOTES></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><div class=buttons><a href=https://datumorphism.leima.is/wiki/ class="button is-primary">All Wiki Pages</a></div></div></div></article></div><div class=is-divider data-content=AUTHORS></div><div class="box is-size-7"><article class=media><div class=media-content><div class=content><p><a href class="button is-info is-bold has-text-weight-bold is-small">Author: LM</a></p></div></div></article></div><div class=is-divider data-content=CONTRIBUTORS></div><div class="box is-size-7"><article 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