mirror of
https://github.com/quatalog/site.git
synced 2024-12-29 08:17:03 +00:00
406 lines
15 KiB
HTML
406 lines
15 KiB
HTML
<!DOCTYPE html>
|
|
<html>
|
|
<head>
|
|
<title>
|
|
ECSE-4810: Introduction To Probabilistic Graphical Models
|
|
</title>
|
|
<meta property="og:title" content="ECSE-4810: Introduction To Probabilistic Graphical Models">
|
|
<meta property="og:description" content="This course covers topics related to learning and inference with different types of Probabilistic Graphical Models (PGMs). It also demonstrates the application of PGMs to different fields. The course covers both directed and undirected graphical models, both parameter and structure learning, and both exact and approximated inference methods.">
|
|
<link rel="stylesheet" href="../css/common.css">
|
|
<link rel="stylesheet" href="../css/coursedisplay.css">
|
|
<link rel="stylesheet" href="../css/themes.css">
|
|
<link rel="shortcut icon" href="../favicon/quatalogIcon.png">
|
|
<link rel="icon" href="../favicon/favicon.ico">
|
|
<link rel="apple-touch-icon" sizes="180x180" href="../favicon/apple-touch-icon.png">
|
|
<link rel="icon" type="image/png" sizes="32x32" href="../favicon/favicon-32x32.png">
|
|
<link rel="icon" type="image/png" sizes="16x16" href="../favicon/favicon-16x16.png">
|
|
<link rel="manifest" href="../favicon/site.webmanifest">
|
|
<script src="../js/fuse.js"></script>
|
|
<script src="../js/search_helper.js"></script>
|
|
</head>
|
|
<body class="search_plugin_added">
|
|
<div id="qlog-header">
|
|
<a id="qlog-wordmark" href="../"><svg><use href="../images/quatalogHWordmark.svg#QuatalogHWordmark"></use></svg></a>
|
|
<form onsubmit="search_helper(event)">
|
|
<input type="text" id="search" class="header-search" placeholder="Search...">
|
|
</form>
|
|
</div>
|
|
<div id="cd-flex">
|
|
<div id="course-info-container">
|
|
<h1 id="name">
|
|
Introduction To Probabilistic Graphical Models
|
|
</h1>
|
|
<h2 id="code">
|
|
ECSE-4810
|
|
</h2>
|
|
<p>
|
|
This course covers topics related to learning and inference with different types of Probabilistic Graphical Models (PGMs). It also demonstrates the application of PGMs to different fields. The course covers both directed and undirected graphical models, both parameter and structure learning, and both exact and approximated inference methods.
|
|
</p>
|
|
<div id="cattrs-container">
|
|
<span id="credits-pill" class="attr-pill">
|
|
3 credits
|
|
</span>
|
|
</div>
|
|
<div id="crosslist-container">
|
|
<div id="crosslist-title" class="rel-info-title">
|
|
Cross-listed with:
|
|
</div>
|
|
<div id=crosslist-classes" class="rel-info-courses">
|
|
<a class="course-pill" href="ECSE-6810">ECSE-6810 Introduction To Probabilistic Graphical Models</a>
|
|
</div>
|
|
</div>
|
|
<div id="prereq-container" class="rel-info-container">
|
|
<div id="prereq-title" class="rel-info-title">
|
|
Prereqs:
|
|
</div>
|
|
<div id="prereq-classes" class="rel-info-courses">
|
|
<div class="pr-or-con">
|
|
<div class="pr-or-title">
|
|
one of:
|
|
</div>
|
|
<div class="pr-or">
|
|
<a class="course-pill" href="ECSE-2500">ECSE-2500 Engineering Probability</a>
|
|
<a class="course-pill" href="ENGR-2600">ENGR-2600 Modeling & Analysis Uncertaint</a>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div id="past-container">
|
|
<h1 id="past-title">
|
|
Past Term Data
|
|
</h2>
|
|
<input type="radio" id="simple-view-input" name="view-select" value="simple" checked="checked">
|
|
<input type="radio" id="detail-view-input" name="view-select" value="detailed">
|
|
<div id="opt-container">
|
|
<div id="key-panel">
|
|
<div id="yes-code" class="key-code">
|
|
<span class="code-icon" id="yes-code-icon">
|
|
<svg><use href="../icons.svg#circle-check"></use></svg>
|
|
</span>
|
|
Offered
|
|
</div>
|
|
<div id="no-code" class="key-code">
|
|
<span class="code-icon" id="no-code-icon">
|
|
<svg><use href="../icons.svg#circle-no"></use></svg>
|
|
</span>
|
|
Not Offered
|
|
</div>
|
|
<div id="diff-code" class="key-code">
|
|
<span class="code-icon" id="diff-code-icon">
|
|
<svg><use href="../icons.svg#circle-question"></use></svg>
|
|
</span>
|
|
Offered as Cross-Listing Only
|
|
</div>
|
|
<div id="nil-code" class="key-code">
|
|
<span class="code-icon" id="nil-code-icon">
|
|
<svg><use href="../icons.svg#circle-empty"></use></svg>
|
|
</span>
|
|
No Term Data
|
|
</div>
|
|
</div>
|
|
<div id="control-panel">
|
|
<label for="simple-view-input" id="simple-view-label" class="view-option-label">
|
|
<span class="view-icon" id="simple-view-icon">
|
|
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
|
|
<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
|
|
</span>
|
|
Simple View
|
|
</label>
|
|
<label for="detail-view-input" id="detail-view-label" class="view-option-label">
|
|
<span class="view-icon" id="detail-view-icon">
|
|
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
|
|
<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
|
|
</span>
|
|
Detailed View
|
|
</label>
|
|
</div>
|
|
</div>
|
|
<table id="years-table">
|
|
<thead>
|
|
<tr>
|
|
<th></th>
|
|
<th class="spring season-label">Spring</th>
|
|
<th class="summer season-label" colspan="2">Summer</th>
|
|
<th class="fall season-label">Fall</th>
|
|
</tr>
|
|
<tr>
|
|
<th colspan="2"></th>
|
|
<th class="summer2 midsum-label">(Session 1)</th>
|
|
<th class="summer3 midsum-label">(Session 2)</th>
|
|
<th></th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr>
|
|
<th class="year">2024</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=ECSE&crse_in=4810&schd_in=">Introduction To Probabilistic Graphical Models (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Qiang Ji</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 3/30
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2023</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2022</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=ECSE&crse_in=4810&schd_in=">Introduction To Probabilistic Graphical Models (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Qiang Ji</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 3/50
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2021</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2020</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered-diff-code">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2019</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2018</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered-diff-code">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2017</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2016</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered-diff-code">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2015</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2014</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered-diff-code">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2013</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2012</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2011</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2010</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2009</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2008</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2007</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2006</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2005</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2004</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2003</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2002</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2001</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2000</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1999</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1998</th>
|
|
<td class="term spring unscheduled">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html>
|