diff options
| -rw-r--r-- | README.md | 3 | ||||
| -rw-r--r-- | music_recommendation_writeup.pdf | 186 | ||||
| -rw-r--r-- | swingy_monkey_reinforcement_learning_writeup.pdf | 186 | ||||
| -rw-r--r-- | xml_logs_malware_classification_writeup.pdf | 186 |
4 files changed, 561 insertions, 0 deletions
diff --git a/README.md b/README.md new file mode 100644 index 0000000..ebb27d5 --- /dev/null +++ b/README.md @@ -0,0 +1,3 @@ +# Old ML Projects + +These are some older projects from CS 181: Machine Learning taken while an undergraduate at Harvard College. diff --git a/music_recommendation_writeup.pdf b/music_recommendation_writeup.pdf new file mode 100644 index 0000000..8fcbb87 --- /dev/null +++ b/music_recommendation_writeup.pdf @@ -0,0 +1,186 @@ +<!DOCTYPE html> +<html> +<!-- + + Should the machines arise, KBFS is where I'll hide. + +--> +<head> + <title>music_recommendation_writeup.pdf – Keybase.pub</title> + <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no"> + <meta charset="UTF-8" /> + <meta http-equiv="Pragma" content="no-cache" /> + <meta http-equiv="Cache-Control" content="no-cache, must-revalidate" /> + <link href="https://fonts.googleapis.com/css?family=Open+Sans:400,400i,600,600i,700" rel="stylesheet"> + <link rel="stylesheet" href="/stylesheets/bootstrap.css"> + <link rel="stylesheet" href="/stylesheets/screen.css"> + <link rel="stylesheet" href="/stylesheets/font-awesome.min.css"> + <meta name="application-name" content="Keybase.pub" /> + + +<link rel="apple-touch-icon" sizes="57x57" href="/images/icons/apple-icon-57x57.png"> +<link rel="apple-touch-icon" sizes="60x60" href="/images/icons/apple-icon-60x60.png"> +<link rel="apple-touch-icon" sizes="72x72" href="/images/icons/apple-icon-72x72.png"> +<link rel="apple-touch-icon" sizes="76x76" href="/images/icons/apple-icon-76x76.png"> +<link rel="apple-touch-icon" sizes="114x114" href="/images/icons/apple-icon-114x114.png"> +<link rel="apple-touch-icon" sizes="120x120" href="/images/icons/apple-icon-120x120.png"> +<link rel="apple-touch-icon" sizes="144x144" href="/images/icons/apple-icon-144x144.png"> +<link rel="apple-touch-icon" sizes="152x152" href="/images/icons/apple-icon-152x152.png"> +<link rel="apple-touch-icon" sizes="180x180" href="/images/icons/apple-icon-180x180.png"> +<link rel="icon" type="image/png" sizes="192x192" href="/images/icons/android-icon-192x192.png"> +<link rel="icon" type="image/png" sizes="32x32" href="/images/icons/icon-keybasepub-favicon-32.png"> +<link rel="icon" type="image/png" sizes="96x96" href="/images/icons/icon-keybasepub-favicon-96.png"> +<link rel="icon" type="image/png" sizes="16x16" href="/images/icons/icon-keybasepub-favicon-16.png"> +<meta name="msapplication-TileColor" content="#ffffff"> +<meta name="msapplication-TileImage" content="/images/icons/ms-icon-144x144.png"> +<meta name="theme-color" content="#ffffff"> + + +</head> +<body> + + <div class="header"> + <div class="container"> + <nav class="navbar"> + +<label class="sr-only" for="path-entry-username">enter keybase username</label> + + + +<table class="path-entry-table"> + <tr> + <td> + <a class="navbar-brand" href="/"><img src="/images/icons/icon-keybasepub-logo-48.png" srcset="/images/icons/icon-keybasepub-logo-48@2x.png 2x" alt="Keybase Logo" class="logo" width="48" height="48" /></a> + </td> + <td> + <input type="text" class="form-control" id="path-entry-username" placeholder="keybase username" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false"> + </td> + <td> + <button class="btn btn-primary btn-open-user-path"><i class="fa fa-folder-open"></i></button> + </td> + </tr> +</table> + + </nav> + </div> +</div> + + + <div class="body-outer-wrapper"> + + +<div class="breadcrumbs"> + <div class="container"> + <h3> + <a href="/" class="linked"><span class="special-slash">/</span>keybase<span class="special-slash">/</span>public</a + >/<a href="https://keybase.pub/j0ma/" class="linked">j0ma</a><wbr>/<a href="https://keybase.pub/j0ma/project_writeups/" class="linked">project_writeups</a><wbr>/<span class="pwd">music_recommendation_writeup.pdf</span> + </h3> + </div> +</div> + +<div class="container"> + <div class="row"> + <div class="col-sm-7 col-md-8 col-lg-8 col-contents kb-main-card file-or-dir-body"> + + +<div class="file-contents"> + + <iframe src="https://j0ma.keybase.pub/project_writeups/music_recommendation_writeup.pdf" frameborder="0" width="100%" class="preview" id="preview" sandbox="allow-scripts" ></iframe> + + <div class="download-btn-group"> + <a href="https://j0ma.keybase.pub/project_writeups/music_recommendation_writeup.pdf?dl=1" class="btn btn-primary btn-sm hidden-xs"><i class="fa fa-cloud-download"></i> Download</a> + <a href="https://j0ma.keybase.pub/project_writeups/music_recommendation_writeup.pdf" class="btn btn-primary btn-sm"><i class="fa fa-code"></i> Raw</a> + </div> + +</div> + + + </div> + <div class="col-sm-5 col-md-4 col-lg-4 col-sidebar kb-sub-card "> + +<div class="owner"> + <p> + This file was signed by: + </p> + <div class="face-card"> + + <table> + <tr> + <td><img src="/images/no-photo/placeholder-avatar-180-x-180.png" width="50" height="50" class="img-circle"></td> + <td class="username-cell"> + <div class="picture-caption"> + <a href="https://keybase.io/j0ma" rel="me"><span class="keybase-user-link username">j0ma</span></a> + </div> + + </td> + </tr> + </table> + </div> + + +</div> + + <div class="what-is-keybase"> + <p>Using the <a href="https://keybase.io/introducing-the-keybase-filesystem">Keybase filesystem</a>.</p> + + <div class="small"> + <pre class="code code-highlighted"><span class="hljs-comment"># OSX</span> +open /keybase/public/j0ma + +<span class="hljs-comment"># Linux</span> +<span class="hljs-built_in">cd</span> /keybase/public/j0ma +</pre> + </div> + <div style="margin-top:40px;"> + <h3>Install Keybase</h3> + <table style="font-size:16px;" class="table"> + <tr> + <td><a href="https://keybase.io/docs/the_app/install_windows"><i class="fa fa-windows"></i> Windows</a></td> + <td><a href="https://keybase.io/docs/the_app/install_linux"><i class="fa fa-linux"></i> Linux</a></td> + <td><a href="https://keybase.io/docs/the_app/install_macos"><i class="fa fa-apple"></i> macOS</a></td> + </tr> + </table> + </div> + </div> + </div> + </div> + + <div class="row"> + <div class="col-xs-12 kb-main-card"> + <div class="install-section"> + <div class="row"> + <div class="col-xs-3"> + <img src="/images/chat3.png" class="img img-responsive"> + </div> + <div class="col-xs-9"> + <h3><a href="https://keybase.io/download">Install Keybase</a></h3> + With Keybase installed, you can drop files onto your own computer + that are immediately signed and hosted on Keybase.pub. You can + also write private, end-to-end encrypted files with anyone you know. + <br><br> + And it comes with an encrypted chat, too. + <br><br> + <ul style="font-size:16px;list-style: none;" class="table"> + <li><a href="https://keybase.io/docs/the_app/install_windows"><i class="fa fa-windows"></i> Windows</a></li> + <li><a href="https://keybase.io/docs/the_app/install_linux"><i class="fa fa-linux"></i> Linux</a></li> + <li><a href="https://keybase.io/docs/the_app/install_macos"><i class="fa fa-apple"></i> macOS</a></li> + </ul> + </div> + </div> + </div> + </div> + </div> + + +</div> + + </div> + + <script src="/javascripts/main.js"></script> + +<div class="footer"> + +</div> + +</body> +</html> diff --git a/swingy_monkey_reinforcement_learning_writeup.pdf b/swingy_monkey_reinforcement_learning_writeup.pdf new file mode 100644 index 0000000..bfd7dd2 --- /dev/null +++ b/swingy_monkey_reinforcement_learning_writeup.pdf @@ -0,0 +1,186 @@ +<!DOCTYPE html> +<html> +<!-- + + Should the machines arise, KBFS is where I'll hide. + +--> +<head> + <title>swingy_monkey_writeup.pdf – Keybase.pub</title> + <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no"> + <meta charset="UTF-8" /> + <meta http-equiv="Pragma" content="no-cache" /> + <meta http-equiv="Cache-Control" content="no-cache, must-revalidate" /> + <link href="https://fonts.googleapis.com/css?family=Open+Sans:400,400i,600,600i,700" rel="stylesheet"> + <link rel="stylesheet" href="/stylesheets/bootstrap.css"> + <link rel="stylesheet" href="/stylesheets/screen.css"> + <link rel="stylesheet" href="/stylesheets/font-awesome.min.css"> + <meta name="application-name" content="Keybase.pub" /> + + +<link rel="apple-touch-icon" sizes="57x57" href="/images/icons/apple-icon-57x57.png"> +<link rel="apple-touch-icon" sizes="60x60" href="/images/icons/apple-icon-60x60.png"> +<link rel="apple-touch-icon" sizes="72x72" href="/images/icons/apple-icon-72x72.png"> +<link rel="apple-touch-icon" sizes="76x76" href="/images/icons/apple-icon-76x76.png"> +<link rel="apple-touch-icon" sizes="114x114" href="/images/icons/apple-icon-114x114.png"> +<link rel="apple-touch-icon" sizes="120x120" href="/images/icons/apple-icon-120x120.png"> +<link rel="apple-touch-icon" sizes="144x144" href="/images/icons/apple-icon-144x144.png"> +<link rel="apple-touch-icon" sizes="152x152" href="/images/icons/apple-icon-152x152.png"> +<link rel="apple-touch-icon" sizes="180x180" href="/images/icons/apple-icon-180x180.png"> +<link rel="icon" type="image/png" sizes="192x192" href="/images/icons/android-icon-192x192.png"> +<link rel="icon" type="image/png" sizes="32x32" href="/images/icons/icon-keybasepub-favicon-32.png"> +<link rel="icon" type="image/png" sizes="96x96" href="/images/icons/icon-keybasepub-favicon-96.png"> +<link rel="icon" type="image/png" sizes="16x16" href="/images/icons/icon-keybasepub-favicon-16.png"> +<meta name="msapplication-TileColor" content="#ffffff"> +<meta name="msapplication-TileImage" content="/images/icons/ms-icon-144x144.png"> +<meta name="theme-color" content="#ffffff"> + + +</head> +<body> + + <div class="header"> + <div class="container"> + <nav class="navbar"> + +<label class="sr-only" for="path-entry-username">enter keybase username</label> + + + +<table class="path-entry-table"> + <tr> + <td> + <a class="navbar-brand" href="/"><img src="/images/icons/icon-keybasepub-logo-48.png" srcset="/images/icons/icon-keybasepub-logo-48@2x.png 2x" alt="Keybase Logo" class="logo" width="48" height="48" /></a> + </td> + <td> + <input type="text" class="form-control" id="path-entry-username" placeholder="keybase username" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false"> + </td> + <td> + <button class="btn btn-primary btn-open-user-path"><i class="fa fa-folder-open"></i></button> + </td> + </tr> +</table> + + </nav> + </div> +</div> + + + <div class="body-outer-wrapper"> + + +<div class="breadcrumbs"> + <div class="container"> + <h3> + <a href="/" class="linked"><span class="special-slash">/</span>keybase<span class="special-slash">/</span>public</a + >/<a href="https://keybase.pub/j0ma/" class="linked">j0ma</a><wbr>/<a href="https://keybase.pub/j0ma/project_writeups/" class="linked">project_writeups</a><wbr>/<span class="pwd">swingy_monkey_writeup.pdf</span> + </h3> + </div> +</div> + +<div class="container"> + <div class="row"> + <div class="col-sm-7 col-md-8 col-lg-8 col-contents kb-main-card file-or-dir-body"> + + +<div class="file-contents"> + + <iframe src="https://j0ma.keybase.pub/project_writeups/swingy_monkey_writeup.pdf" frameborder="0" width="100%" class="preview" id="preview" sandbox="allow-scripts" ></iframe> + + <div class="download-btn-group"> + <a href="https://j0ma.keybase.pub/project_writeups/swingy_monkey_writeup.pdf?dl=1" class="btn btn-primary btn-sm hidden-xs"><i class="fa fa-cloud-download"></i> Download</a> + <a href="https://j0ma.keybase.pub/project_writeups/swingy_monkey_writeup.pdf" class="btn btn-primary btn-sm"><i class="fa fa-code"></i> Raw</a> + </div> + +</div> + + + </div> + <div class="col-sm-5 col-md-4 col-lg-4 col-sidebar kb-sub-card "> + +<div class="owner"> + <p> + This file was signed by: + </p> + <div class="face-card"> + + <table> + <tr> + <td><img src="/images/no-photo/placeholder-avatar-180-x-180.png" width="50" height="50" class="img-circle"></td> + <td class="username-cell"> + <div class="picture-caption"> + <a href="https://keybase.io/j0ma" rel="me"><span class="keybase-user-link username">j0ma</span></a> + </div> + + </td> + </tr> + </table> + </div> + + +</div> + + <div class="what-is-keybase"> + <p>Using the <a href="https://keybase.io/introducing-the-keybase-filesystem">Keybase filesystem</a>.</p> + + <div class="small"> + <pre class="code code-highlighted"><span class="hljs-comment"># OSX</span> +open /keybase/public/j0ma + +<span class="hljs-comment"># Linux</span> +<span class="hljs-built_in">cd</span> /keybase/public/j0ma +</pre> + </div> + <div style="margin-top:40px;"> + <h3>Install Keybase</h3> + <table style="font-size:16px;" class="table"> + <tr> + <td><a href="https://keybase.io/docs/the_app/install_windows"><i class="fa fa-windows"></i> Windows</a></td> + <td><a href="https://keybase.io/docs/the_app/install_linux"><i class="fa fa-linux"></i> Linux</a></td> + <td><a href="https://keybase.io/docs/the_app/install_macos"><i class="fa fa-apple"></i> macOS</a></td> + </tr> + </table> + </div> + </div> + </div> + </div> + + <div class="row"> + <div class="col-xs-12 kb-main-card"> + <div class="install-section"> + <div class="row"> + <div class="col-xs-3"> + <img src="/images/chat3.png" class="img img-responsive"> + </div> + <div class="col-xs-9"> + <h3><a href="https://keybase.io/download">Install Keybase</a></h3> + With Keybase installed, you can drop files onto your own computer + that are immediately signed and hosted on Keybase.pub. You can + also write private, end-to-end encrypted files with anyone you know. + <br><br> + And it comes with an encrypted chat, too. + <br><br> + <ul style="font-size:16px;list-style: none;" class="table"> + <li><a href="https://keybase.io/docs/the_app/install_windows"><i class="fa fa-windows"></i> Windows</a></li> + <li><a href="https://keybase.io/docs/the_app/install_linux"><i class="fa fa-linux"></i> Linux</a></li> + <li><a href="https://keybase.io/docs/the_app/install_macos"><i class="fa fa-apple"></i> macOS</a></li> + </ul> + </div> + </div> + </div> + </div> + </div> + + +</div> + + </div> + + <script src="/javascripts/main.js"></script> + +<div class="footer"> + +</div> + +</body> +</html> diff --git a/xml_logs_malware_classification_writeup.pdf b/xml_logs_malware_classification_writeup.pdf new file mode 100644 index 0000000..cafbdf0 --- /dev/null +++ b/xml_logs_malware_classification_writeup.pdf @@ -0,0 +1,186 @@ +<!DOCTYPE html> +<html> +<!-- + + Should the machines arise, KBFS is where I'll hide. + +--> +<head> + <title>xml_logs_writeup.pdf – Keybase.pub</title> + <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no"> + <meta charset="UTF-8" /> + <meta http-equiv="Pragma" content="no-cache" /> + <meta http-equiv="Cache-Control" content="no-cache, must-revalidate" /> + <link href="https://fonts.googleapis.com/css?family=Open+Sans:400,400i,600,600i,700" rel="stylesheet"> + <link rel="stylesheet" href="/stylesheets/bootstrap.css"> + <link rel="stylesheet" href="/stylesheets/screen.css"> + <link rel="stylesheet" href="/stylesheets/font-awesome.min.css"> + <meta name="application-name" content="Keybase.pub" /> + + +<link rel="apple-touch-icon" sizes="57x57" href="/images/icons/apple-icon-57x57.png"> +<link rel="apple-touch-icon" sizes="60x60" href="/images/icons/apple-icon-60x60.png"> +<link rel="apple-touch-icon" sizes="72x72" href="/images/icons/apple-icon-72x72.png"> +<link rel="apple-touch-icon" sizes="76x76" href="/images/icons/apple-icon-76x76.png"> +<link rel="apple-touch-icon" sizes="114x114" href="/images/icons/apple-icon-114x114.png"> +<link rel="apple-touch-icon" sizes="120x120" href="/images/icons/apple-icon-120x120.png"> +<link rel="apple-touch-icon" sizes="144x144" href="/images/icons/apple-icon-144x144.png"> +<link rel="apple-touch-icon" sizes="152x152" href="/images/icons/apple-icon-152x152.png"> +<link rel="apple-touch-icon" sizes="180x180" href="/images/icons/apple-icon-180x180.png"> +<link rel="icon" type="image/png" sizes="192x192" href="/images/icons/android-icon-192x192.png"> +<link rel="icon" type="image/png" sizes="32x32" href="/images/icons/icon-keybasepub-favicon-32.png"> +<link rel="icon" type="image/png" sizes="96x96" href="/images/icons/icon-keybasepub-favicon-96.png"> +<link rel="icon" type="image/png" sizes="16x16" href="/images/icons/icon-keybasepub-favicon-16.png"> +<meta name="msapplication-TileColor" content="#ffffff"> +<meta name="msapplication-TileImage" content="/images/icons/ms-icon-144x144.png"> +<meta name="theme-color" content="#ffffff"> + + +</head> +<body> + + <div class="header"> + <div class="container"> + <nav class="navbar"> + +<label class="sr-only" for="path-entry-username">enter keybase username</label> + + + +<table class="path-entry-table"> + <tr> + <td> + <a class="navbar-brand" href="/"><img src="/images/icons/icon-keybasepub-logo-48.png" srcset="/images/icons/icon-keybasepub-logo-48@2x.png 2x" alt="Keybase Logo" class="logo" width="48" height="48" /></a> + </td> + <td> + <input type="text" class="form-control" id="path-entry-username" placeholder="keybase username" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false"> + </td> + <td> + <button class="btn btn-primary btn-open-user-path"><i class="fa fa-folder-open"></i></button> + </td> + </tr> +</table> + + </nav> + </div> +</div> + + + <div class="body-outer-wrapper"> + + +<div class="breadcrumbs"> + <div class="container"> + <h3> + <a href="/" class="linked"><span class="special-slash">/</span>keybase<span class="special-slash">/</span>public</a + >/<a href="https://keybase.pub/j0ma/" class="linked">j0ma</a><wbr>/<a href="https://keybase.pub/j0ma/project_writeups/" class="linked">project_writeups</a><wbr>/<span class="pwd">xml_logs_writeup.pdf</span> + </h3> + </div> +</div> + +<div class="container"> + <div class="row"> + <div class="col-sm-7 col-md-8 col-lg-8 col-contents kb-main-card file-or-dir-body"> + + +<div class="file-contents"> + + <iframe src="https://j0ma.keybase.pub/project_writeups/xml_logs_writeup.pdf" frameborder="0" width="100%" class="preview" id="preview" sandbox="allow-scripts" ></iframe> + + <div class="download-btn-group"> + <a href="https://j0ma.keybase.pub/project_writeups/xml_logs_writeup.pdf?dl=1" class="btn btn-primary btn-sm hidden-xs"><i class="fa fa-cloud-download"></i> Download</a> + <a href="https://j0ma.keybase.pub/project_writeups/xml_logs_writeup.pdf" class="btn btn-primary btn-sm"><i class="fa fa-code"></i> Raw</a> + </div> + +</div> + + + </div> + <div class="col-sm-5 col-md-4 col-lg-4 col-sidebar kb-sub-card "> + +<div class="owner"> + <p> + This file was signed by: + </p> + <div class="face-card"> + + <table> + <tr> + <td><img src="/images/no-photo/placeholder-avatar-180-x-180.png" width="50" height="50" class="img-circle"></td> + <td class="username-cell"> + <div class="picture-caption"> + <a href="https://keybase.io/j0ma" rel="me"><span class="keybase-user-link username">j0ma</span></a> + </div> + + </td> + </tr> + </table> + </div> + + +</div> + + <div class="what-is-keybase"> + <p>Using the <a href="https://keybase.io/introducing-the-keybase-filesystem">Keybase filesystem</a>.</p> + + <div class="small"> + <pre class="code code-highlighted"><span class="hljs-comment"># OSX</span> +open /keybase/public/j0ma + +<span class="hljs-comment"># Linux</span> +<span class="hljs-built_in">cd</span> /keybase/public/j0ma +</pre> + </div> + <div style="margin-top:40px;"> + <h3>Install Keybase</h3> + <table style="font-size:16px;" class="table"> + <tr> + <td><a href="https://keybase.io/docs/the_app/install_windows"><i class="fa fa-windows"></i> Windows</a></td> + <td><a href="https://keybase.io/docs/the_app/install_linux"><i class="fa fa-linux"></i> Linux</a></td> + <td><a href="https://keybase.io/docs/the_app/install_macos"><i class="fa fa-apple"></i> macOS</a></td> + </tr> + </table> + </div> + </div> + </div> + </div> + + <div class="row"> + <div class="col-xs-12 kb-main-card"> + <div class="install-section"> + <div class="row"> + <div class="col-xs-3"> + <img src="/images/chat3.png" class="img img-responsive"> + </div> + <div class="col-xs-9"> + <h3><a href="https://keybase.io/download">Install Keybase</a></h3> + With Keybase installed, you can drop files onto your own computer + that are immediately signed and hosted on Keybase.pub. You can + also write private, end-to-end encrypted files with anyone you know. + <br><br> + And it comes with an encrypted chat, too. + <br><br> + <ul style="font-size:16px;list-style: none;" class="table"> + <li><a href="https://keybase.io/docs/the_app/install_windows"><i class="fa fa-windows"></i> Windows</a></li> + <li><a href="https://keybase.io/docs/the_app/install_linux"><i class="fa fa-linux"></i> Linux</a></li> + <li><a href="https://keybase.io/docs/the_app/install_macos"><i class="fa fa-apple"></i> macOS</a></li> + </ul> + </div> + </div> + </div> + </div> + </div> + + +</div> + + </div> + + <script src="/javascripts/main.js"></script> + +<div class="footer"> + +</div> + +</body> +</html> |