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update week 38

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Morten Hjorth-Jensen
2023-05-30 08:53:59 +02:00
parent 582e951442
commit fe52f36a49
50 changed files with 357 additions and 406 deletions
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doc/pub/week38/html/._week38-bs000.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
@@ -304,7 +304,7 @@ MathJax.Hub.Config({
<!-- ------------------- main content ---------------------- -->
<div class="jumbotron">
<center>
<h1>Data Analysis and Machine Learning: Logistic Regression</h1>
<h1>Data Analysis and Machine Learning: Logistic Regression and Optimization</h1>
</center> <!-- document title -->
<!-- author(s): Morten Hjorth-Jensen -->
@@ -320,7 +320,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>September 22 and 23</h4>
<h4>Week 38</h4>
</center> <!-- date -->
<br>
@@ -359,7 +359,7 @@ MathJax.Hub.Config({
</footer>
-->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
doc/pub/week38/html/._week38-bs001.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
@@ -305,16 +305,8 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-38" class="anchor">Plans for week 38 </h2>
<ul>
<li> Lab Wednesday and Thursday: work on project 1</li>
<li> Thursday: Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<ul>
<li> <a href="https://youtu.be/sdt_BFla8uA" target="_self">Video of lecture</a></li>
<li> <a href="https://www.youtube.com/watch?v=Xz0x-8-cgaQ" target="_self">Video on Bootstrapping</a></li>
</ul>
<li> Friday: Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<ul>
<li> <a href="https://youtu.be/7OdqoLOphTA" target="_self">Video of lecture</a></li>
</ul>
<li> Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<li> Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<li> Reading recommendations:
<ol type="a"></li>
<li> See lecture notes for week 37 on cross-validation and week 38 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html." target="_self"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html.</tt></a></li>
doc/pub/week38/html/._week38-bs002.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs003.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs004.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs005.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs006.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs007.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs008.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs009.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs010.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs011.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs012.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs013.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs014.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs015.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
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<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs016.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
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<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs017.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
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<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs018.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs019.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs020.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs021.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs022.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs023.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs024.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs025.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs026.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs027.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs028.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs029.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs030.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs031.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs032.html
+3 -3
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
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<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs033.html
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
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<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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@@ -223,7 +223,7 @@ MathJax.Hub.Config({
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<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs034.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
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<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
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<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs035.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs036.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs037.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
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<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs038.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
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<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs039.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
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<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs040.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
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<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
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</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs041.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
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<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
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<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
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<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/._week38-bs042.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
doc/pub/week38/html/week38-bs.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=d
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- Bootstrap style: bootstrap -->
<!-- doconce format html week38.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week38-bs --no_mako -->
<link href="https://netdna.bootstrapcdn.com/bootstrap/3.1.1/css/bootstrap.min.css" rel="stylesheet">
@@ -223,7 +223,7 @@ MathJax.Hub.Config({
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression</a>
<a class="navbar-brand" href="week38-bs.html">Data Analysis and Machine Learning: Logistic Regression and Optimization</a>
</div>
<div class="navbar-collapse collapse navbar-responsive-collapse">
<ul class="nav navbar-nav navbar-right">
@@ -304,7 +304,7 @@ MathJax.Hub.Config({
<!-- ------------------- main content ---------------------- -->
<div class="jumbotron">
<center>
<h1>Data Analysis and Machine Learning: Logistic Regression</h1>
<h1>Data Analysis and Machine Learning: Logistic Regression and Optimization</h1>
</center> <!-- document title -->
<!-- author(s): Morten Hjorth-Jensen -->
@@ -320,7 +320,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>September 22 and 23</h4>
<h4>Week 38</h4>
</center> <!-- date -->
<br>
@@ -359,7 +359,7 @@ MathJax.Hub.Config({
</footer>
-->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
doc/pub/week38/html/week38-reveal.html
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@@ -9,8 +9,8 @@ doconce format html week38-reveal.html week38-reveal reveal --html_slide_theme=b
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<!-- reveal.js: https://lab.hakim.se/reveal-js/ -->
@@ -168,7 +168,7 @@ MathJax.Hub.Config({
<section>
<!-- ------------------- main content ---------------------- -->
<center>
<h1 style="text-align: center;">Data Analysis and Machine Learning: Logistic Regression</h1>
<h1 style="text-align: center;">Data Analysis and Machine Learning: Logistic Regression and Optimization</h1>
</center> <!-- document title -->
<!-- author(s): Morten Hjorth-Jensen -->
@@ -184,13 +184,13 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>September 22 and 23</h4>
<h4>Week 38</h4>
</center> <!-- date -->
<br>
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</section>
@@ -198,21 +198,8 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-38">Plans for week 38 </h2>
<ul>
<p><li> Lab Wednesday and Thursday: work on project 1</li>
<p><li> Thursday: Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<ul>
<p><li> <a href="https://youtu.be/sdt_BFla8uA" target="_blank">Video of lecture</a></li>
<p><li> <a href="https://www.youtube.com/watch?v=Xz0x-8-cgaQ" target="_blank">Video on Bootstrapping</a></li>
</ul>
<p>
<p><li> Friday: Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<ul>
<p><li> <a href="https://youtu.be/7OdqoLOphTA" target="_blank">Video of lecture</a></li>
</ul>
<p>
<p><li> Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<p><li> Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<p><li> Reading recommendations:
<ol type="a"></li>
<p><li> See lecture notes for week 37 on cross-validation and week 38 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html." target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html.</tt></a></li>
doc/pub/week38/html/week38-solarized.html
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@@ -8,8 +8,8 @@ doconce format html week38.do.txt --pygments_html_style=perldoc --html_style=sol
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression">
<title>Data Analysis and Machine Learning: Logistic Regression</title>
<meta name="description" content="Data Analysis and Machine Learning: Logistic Regression and Optimization">
<title>Data Analysis and Machine Learning: Logistic Regression and Optimization</title>
<link href="https://cdn.rawgit.com/doconce/doconce/master/bundled/html_styles/style_solarized_box/css/solarized_light_code.css" rel="stylesheet" type="text/css" title="light"/>
<script src="https://cdn.rawgit.com/doconce/doconce/master/bundled/html_styles/style_solarized_box/js/highlight.pack.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
@@ -244,7 +244,7 @@ MathJax.Hub.Config({
<!-- ------------------- main content ---------------------- -->
<center>
<h1>Data Analysis and Machine Learning: Logistic Regression</h1>
<h1>Data Analysis and Machine Learning: Logistic Regression and Optimization</h1>
</center> <!-- document title -->
<!-- author(s): Morten Hjorth-Jensen -->
@@ -260,7 +260,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>September 22 and 23</h4>
<h4>Week 38</h4>
</center> <!-- date -->
<br>
@@ -268,16 +268,8 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-38">Plans for week 38 </h2>
<ul>
<li> Lab Wednesday and Thursday: work on project 1</li>
<li> Thursday: Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<ul>
<li> <a href="https://youtu.be/sdt_BFla8uA" target="_blank">Video of lecture</a></li>
<li> <a href="https://www.youtube.com/watch?v=Xz0x-8-cgaQ" target="_blank">Video on Bootstrapping</a></li>
</ul>
<li> Friday: Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<ul>
<li> <a href="https://youtu.be/7OdqoLOphTA" target="_blank">Video of lecture</a></li>
</ul>
<li> Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<li> Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<li> Reading recommendations:
<ol type="a"></li>
<li> See lecture notes for week 37 on cross-validation and week 38 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html." target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html.</tt></a></li>
@@ -2290,7 +2282,7 @@ plt.show()
<!-- ------------------- end of main content --------------- -->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
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<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="DocOnce: https://github.com/doconce/doconce/" />
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<h1>Data Analysis and Machine Learning: Logistic Regression</h1>
<h1>Data Analysis and Machine Learning: Logistic Regression and Optimization</h1>
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<h4>September 22 and 23</h4>
<h4>Week 38</h4>
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<h2 id="plans-for-week-38">Plans for week 38 </h2>
<ul>
<li> Lab Wednesday and Thursday: work on project 1</li>
<li> Thursday: Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<ul>
<li> <a href="https://youtu.be/sdt_BFla8uA" target="_blank">Video of lecture</a></li>
<li> <a href="https://www.youtube.com/watch?v=Xz0x-8-cgaQ" target="_blank">Video on Bootstrapping</a></li>
</ul>
<li> Friday: Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<ul>
<li> <a href="https://youtu.be/7OdqoLOphTA" target="_blank">Video of lecture</a></li>
</ul>
<li> Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression</li>
<li> Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods</li>
<li> Reading recommendations:
<ol type="a"></li>
<li> See lecture notes for week 37 on cross-validation and week 38 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html." target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html.</tt></a></li>
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TITLE: Data Analysis and Machine Learning: Logistic Regression
TITLE: Data Analysis and Machine Learning: Logistic Regression and Optimization
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics and Center for Computing in Science Education, University of Oslo & Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University
DATE: September 22 and 23
DATE: Week 38
@@ -9,12 +9,8 @@ DATE: September 22 and 23
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===== Plans for week 38 =====
* Lab Wednesday and Thursday: work on project 1
* Thursday: Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression
* "Video of lecture":"https://youtu.be/sdt_BFla8uA"
* "Video on Bootstrapping":"https://www.youtube.com/watch?v=Xz0x-8-cgaQ"
* Friday: Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods
* "Video of lecture":"https://youtu.be/7OdqoLOphTA"
* Summary of regression methods, cross-validation and discussion of project 1. Start Logistic Regression
* Classification problems and Logistic Regression, from binary cases to several categories. Start optimization methods
* Reading recommendations:
o See lecture notes for week 37 on cross-validation and week 38 at https://compphysics.github.io/MachineLearning/doc/web/course.html.