<commit_before><!DOCTYPE html>
<html lang="en">

<head>

    <meta charset="utf-8">
    <meta http-equiv="X-UA-Compatible" content="IE=edge">
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <meta name="description" content="">
    <meta name="author" content="">

    <title>UvA Deep Learning Course</title>

    <!-- Bootstrap Core CSS -->
    <link rel="stylesheet" href="css/bootstrap.min.css" type="text/css">

    <!-- Custom Fonts -->
    <link href='http://fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,600italic,700italic,800italic,400,300,600,700,800' rel='stylesheet' type='text/css'>
    <link href='http://fonts.googleapis.com/css?family=Merriweather:400,300,300italic,400italic,700,700italic,900,900italic' rel='stylesheet' type='text/css'>
    <link rel="stylesheet" href="font-awesome/css/font-awesome.min.css" type="text/css">

    <!-- Plugin CSS -->
    <link rel="stylesheet" href="css/animate.min.css" type="text/css">

    <!-- Custom CSS -->
    <link rel="stylesheet" href="css/creative.css" type="text/css">

    <link rel="apple-touch-icon" sizes="57x57" href="/apple-icon-57x57.png">
    <link rel="apple-touch-icon" sizes="60x60" href="/apple-icon-60x60.png">
    <link rel="apple-touch-icon" sizes="72x72" href="/apple-icon-72x72.png">
    <link rel="apple-touch-icon" sizes="76x76" href="/apple-icon-76x76.png">
    <link rel="apple-touch-icon" sizes="114x114" href="/apple-icon-114x114.png">
    <link rel="apple-touch-icon" sizes="120x120" href="/apple-icon-120x120.png">
    <link rel="apple-touch-icon" sizes="144x144" href="/apple-icon-144x144.png">
    <link rel="apple-touch-icon" sizes="152x152" href="/apple-icon-152x152.png">
    <link rel="apple-touch-icon" sizes="180x180" href="/apple-icon-180x180.png">
    <link rel="icon" type="image/png" sizes="192x192"  href="/android-icon-192x192.png">
    <link rel="icon" type="image/png" sizes="32x32" href="/favicon-32x32.png">
    <link rel="icon" type="image/png" sizes="96x96" href="/favicon-96x96.png">
    <link rel="icon" type="image/png" sizes="16x16" href="/favicon-16x16.png">
    <link rel="manifest" href="/manifest.json">
    <meta name="msapplication-TileColor" content="#ffffff">
    <meta name="msapplication-TileImage" content="/ms-icon-144x144.png">
    <meta name="theme-color" content="#ffffff">

    <!-- HTML5 Shim and Respond.js IE8 support of HTML5 elements and media queries -->
    <!-- WARNING: Respond.js doesn't work if you view the page via file:// -->
    <!--[if lt IE 9]>
        <script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js"></script>
        <script src="https://oss.maxcdn.com/libs/respond.js/1.4.2/respond.min.js"></script>
    <![endif]-->

</head>

<body id="page-top">

    <nav id="mainNav" class="navbar navbar-default navbar-fixed-top">
        <div class="container-fluid">
            <!-- Brand and toggle get grouped for better mobile display -->
            <div class="navbar-header">
                <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
                    <span class="sr-only">Toggle navigation</span>
                    <span class="icon-bar"></span>
                    <span class="icon-bar"></span>
                    <span class="icon-bar"></span>
                </button>
                <a class="navbar-brand page-scroll" href="#page-top">UvA Deep Learning Course</a>
            </div>

            <!-- Collect the nav links, forms, and other content for toggling -->
            <div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
                <ul class="nav navbar-nav navbar-right">
                <li>
                        <a class="page-scroll" href="#about">About</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#lectures">Lectures</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#lecture-notes">Lecture notes</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#download">Download</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#practicals">Practicals</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#course-links">Course links</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#other-links">Readings &#38; other links</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#contact">Contact</a>
                    </li>
                </ul>
            </div>
            <!-- /.navbar-collapse -->
        </div>
        <!-- /.container-fluid -->
    </nav>

    <header>
        <div class="header-content">
            <div class="header-content-inner">
                <h1>UVA Deep Learning Course</h1>
                <hr>
                <p>MSc in Artificial Intelligence for the University of Amterdam.</p>
                <a href="#about" class="btn btn-primary btn-xl page-scroll">Find Out More</a>
            </div>
        </div>
    </header>

    <section class="bg-primary" id="about">
        <div class="container">
            <div class="row">
                <div class="col-lg-8 col-lg-offset-2 text-center">
                    <h2 class="section-heading">About</h2>
                    <hr class="light">
                    <p class="text-faded" style="text-align:justify">Deep learning is primarily a study of multi-layered neural networks, spanning over a great range of model architectures. This course is taught in the MSc program in Artificial Intelligence of the University of Amsterdam. In this course we study the theory of deep learning, namely of modern, multi-layered neural networks trained on big data. The course focuses particularly on computer vision and language modelling, which are perhaps two of the most recognizable and impressive applications of the deep learning theory. The course is taught by Assistant Professor <a href="http://www.egavves.com" style="color: white;"><NAME></a>, Professor <a href="http://www.ics.uci.edu/~welling/" style="color: white;"><NAME></a> and <a href="https://patrickputzky.wordpress.com/home/" style="color: white;"><NAME></a>.</p>
                    <a href="#" class="btn btn-default btn-xl">Get Started!</a>
                </div>
            </div>
        </div>
    </section>

    <section id="lectures">
        <div class="container">
            <div class="row">
                <div class="col-lg-12 text-center">
                    <h2 class="section-heading">Lectures</h2>
                    <hr class="primary">
                </div>
            </div>
        </div>
        <div class="container">
            <div class="row">
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="http://uvadlc.github.io/lectures/lecture1.pptx" class='social' target="_blank">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary"></i>
                        </a>
                        <!-- <a href="#" class='social' target="_blank">
                        <i class="fa fa-4x fa-tasks wow bounceIn text-primary"></i>
                        </a> -->
                        <h3>Lecture 1</h3>
                        <p class="text-muted">Introduction to Deep Learning and Neural Networks</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="http://uvadlc.github.io/lectures/lecture2.pptx" class='social' target="_blank">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary"></i>
                        </a>
                        <!-- <a href="#" class='social' target="_blank">
                        <i class="fa fa-4x fa-tasks wow bounceIn text-primary"></i>
                        </a> -->
                        <h3>Lecture 2</h3>
                        <p class="text-muted">Learning with Neural Networks</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="#">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary" data-wow-delay=".2s"></i>
                        </a>
                        <a href="#">
                        <i class="fa fa-4x fa-scribd wow bounceIn text-primary"></i>
                        </a>
                        <h3><strike>Lecture 3</strike></h3>
                        <p class="text-muted">Deeper into Deep Learning and Optimizations</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="#">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary" data-wow-delay=".3s"></i>
                        </a>
                        <a href="#">
                        <i class="fa fa-4x fa-scribd wow bounceIn text-primary"></i>
                        </a>
                        <a href="#">
                        <i class="fa fa-4x fa-scribd wow bounceIn text-primary"></i>
                        </a>
                        <h3><strike>Lecture 4</strike></h3>
                        <p class="text-muted">Convolutional Neural Networks for Computer Vision</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="#"><commit_msg>Added lecture 3<commit_after><!DOCTYPE html>
<html lang="en">

<head>

    <meta charset="utf-8">
    <meta http-equiv="X-UA-Compatible" content="IE=edge">
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <meta name="description" content="">
    <meta name="author" content="">

    <title>UvA Deep Learning Course</title>

    <!-- Bootstrap Core CSS -->
    <link rel="stylesheet" href="css/bootstrap.min.css" type="text/css">

    <!-- Custom Fonts -->
    <link href='http://fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,600italic,700italic,800italic,400,300,600,700,800' rel='stylesheet' type='text/css'>
    <link href='http://fonts.googleapis.com/css?family=Merriweather:400,300,300italic,400italic,700,700italic,900,900italic' rel='stylesheet' type='text/css'>
    <link rel="stylesheet" href="font-awesome/css/font-awesome.min.css" type="text/css">

    <!-- Plugin CSS -->
    <link rel="stylesheet" href="css/animate.min.css" type="text/css">

    <!-- Custom CSS -->
    <link rel="stylesheet" href="css/creative.css" type="text/css">

    <link rel="apple-touch-icon" sizes="57x57" href="/apple-icon-57x57.png">
    <link rel="apple-touch-icon" sizes="60x60" href="/apple-icon-60x60.png">
    <link rel="apple-touch-icon" sizes="72x72" href="/apple-icon-72x72.png">
    <link rel="apple-touch-icon" sizes="76x76" href="/apple-icon-76x76.png">
    <link rel="apple-touch-icon" sizes="114x114" href="/apple-icon-114x114.png">
    <link rel="apple-touch-icon" sizes="120x120" href="/apple-icon-120x120.png">
    <link rel="apple-touch-icon" sizes="144x144" href="/apple-icon-144x144.png">
    <link rel="apple-touch-icon" sizes="152x152" href="/apple-icon-152x152.png">
    <link rel="apple-touch-icon" sizes="180x180" href="/apple-icon-180x180.png">
    <link rel="icon" type="image/png" sizes="192x192"  href="/android-icon-192x192.png">
    <link rel="icon" type="image/png" sizes="32x32" href="/favicon-32x32.png">
    <link rel="icon" type="image/png" sizes="96x96" href="/favicon-96x96.png">
    <link rel="icon" type="image/png" sizes="16x16" href="/favicon-16x16.png">
    <link rel="manifest" href="/manifest.json">
    <meta name="msapplication-TileColor" content="#ffffff">
    <meta name="msapplication-TileImage" content="/ms-icon-144x144.png">
    <meta name="theme-color" content="#ffffff">

    <!-- HTML5 Shim and Respond.js IE8 support of HTML5 elements and media queries -->
    <!-- WARNING: Respond.js doesn't work if you view the page via file:// -->
    <!--[if lt IE 9]>
        <script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js"></script>
        <script src="https://oss.maxcdn.com/libs/respond.js/1.4.2/respond.min.js"></script>
    <![endif]-->

</head>

<body id="page-top">

    <nav id="mainNav" class="navbar navbar-default navbar-fixed-top">
        <div class="container-fluid">
            <!-- Brand and toggle get grouped for better mobile display -->
            <div class="navbar-header">
                <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
                    <span class="sr-only">Toggle navigation</span>
                    <span class="icon-bar"></span>
                    <span class="icon-bar"></span>
                    <span class="icon-bar"></span>
                </button>
                <a class="navbar-brand page-scroll" href="#page-top">UvA Deep Learning Course</a>
            </div>

            <!-- Collect the nav links, forms, and other content for toggling -->
            <div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
                <ul class="nav navbar-nav navbar-right">
                <li>
                        <a class="page-scroll" href="#about">About</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#lectures">Lectures</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#lecture-notes">Lecture notes</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#download">Download</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#practicals">Practicals</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#course-links">Course links</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#other-links">Readings &#38; other links</a>
                    </li>
                    <li>
                        <a class="page-scroll" href="#contact">Contact</a>
                    </li>
                </ul>
            </div>
            <!-- /.navbar-collapse -->
        </div>
        <!-- /.container-fluid -->
    </nav>

    <header>
        <div class="header-content">
            <div class="header-content-inner">
                <h1>UVA Deep Learning Course</h1>
                <hr>
                <p>MSc in Artificial Intelligence for the University of Amterdam.</p>
                <a href="#about" class="btn btn-primary btn-xl page-scroll">Find Out More</a>
            </div>
        </div>
    </header>

    <section class="bg-primary" id="about">
        <div class="container">
            <div class="row">
                <div class="col-lg-8 col-lg-offset-2 text-center">
                    <h2 class="section-heading">About</h2>
                    <hr class="light">
                    <p class="text-faded" style="text-align:justify">Deep learning is primarily a study of multi-layered neural networks, spanning over a great range of model architectures. This course is taught in the MSc program in Artificial Intelligence of the University of Amsterdam. In this course we study the theory of deep learning, namely of modern, multi-layered neural networks trained on big data. The course focuses particularly on computer vision and language modelling, which are perhaps two of the most recognizable and impressive applications of the deep learning theory. The course is taught by Assistant Professor <a href="http://www.egavves.com" style="color: white;"><NAME></a>, Professor <a href="http://www.ics.uci.edu/~welling/" style="color: white;"><NAME></a> and <a href="https://patrickputzky.wordpress.com/home/" style="color: white;"><NAME></a>.</p>
                    <a href="#" class="btn btn-default btn-xl">Get Started!</a>
                </div>
            </div>
        </div>
    </section>

    <section id="lectures">
        <div class="container">
            <div class="row">
                <div class="col-lg-12 text-center">
                    <h2 class="section-heading">Lectures</h2>
                    <hr class="primary">
                </div>
            </div>
        </div>
        <div class="container">
            <div class="row">
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="http://uvadlc.github.io/lectures/lecture1.pptx" class='social' target="_blank">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary"></i>
                        </a>
                        <!-- <a href="#" class='social' target="_blank">
                        <i class="fa fa-4x fa-tasks wow bounceIn text-primary"></i>
                        </a> -->
                        <h3>Lecture 1</h3>
                        <p class="text-muted">Introduction to Deep Learning and Neural Networks</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="http://uvadlc.github.io/lectures/lecture2.pptx" class='social' target="_blank">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary"></i>
                        </a>
                        <!-- <a href="#" class='social' target="_blank">
                        <i class="fa fa-4x fa-tasks wow bounceIn text-primary"></i>
                        </a> -->
                        <h3>Lecture 2</h3>
                        <p class="text-muted">Learning with Neural Networks</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="#">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary" data-wow-delay=".2s"></i>
                        </a>
                        <a href="#">
                        <i class="fa fa-4x fa-scribd wow bounceIn text-primary"></i>
                        </a>
                        <h3>Lecture 3</h3>
                        <p class="text-muted">Deeper into Deep Learning and Optimizations</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="#">
                        <i class="fa fa-4x fa-file-powerpoint-o wow bounceIn text-primary" data-wow-delay=".3s"></i>
                        </a>
                        <a href="#">
                        <i class="fa fa-4x fa-scribd wow bounceIn text-primary"></i>
                        </a>
                        <a href="#">
                        <i class="fa fa-4x fa-scribd wow bounceIn text-primary"></i>
                        </a>
                        <h3><strike>Lecture 4</strike></h3>
                        <p class="text-muted">Convolutional Neural Networks for Computer Vision</p>
                    </div>
                </div>
                <div class="col-lg-3 col-md-6 text-center">
                    <div class="service-box">
                        <a href="#">
{'fraction_non_alphanumeric': 0.15847868459193362, 'fraction_numerical': 0.025138687590584238, 'mean_word_length': 1.7246732026143792, 'pattern_counts': {'":': 0, '<': 463, '<?xml version=': 0, '>': 463, 'https://': 6, 'lorem ipsum': 0, 'www.': 4, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 4, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1712914', 'n_tokens_mistral': 6247, 'n_tokens_neox': 5598, 'n_words': 1249}