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homework.html
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---
layout: page
title: Homework
weight: 0
---
<section class="main-container text">
<div class="main">
<p>
There are six homework assignments that help you practice the core concepts.
These involve components that are theoretical and conceptual, and also require some programming.
</p>
<p>The collaboration policy and late day policy can be found <a href="syllabus#homework">here</a>.</p>
<h2 class="title">Submission</h2>
<p>
Homework solutions must be completed in LaTeX. You must submit a PDF version along with the LaTeX file
and all supplemental files (code, images, etc.) through Gradescope.
</p>
<p>
Each homework assignment has <strong>two</strong> corresponding Gradescope assignments - one for the
writeup PDF and another for supplemental files.
</p>
<p>
When submitting the writeup PDF, you must <strong>assign pages for each question</strong>.
</p>
<h2 class="title" id="ia">Independent Assignment</h2>
<p class="head-subtitle">Assigned Wed Apr 29</p>
<p class="head-subtitle">Due Mon May 4 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/ia.pdf" target="_blank">PDF</a></li>
<li><a href="hw/ia.tex" target="_blank">tex file</a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/481067" target="_blank">Independent Assignment</a></li>
</ul>
<h2 class="title" id="hw6">Homework 6: Inference in Graphical Models, MDPs</h2>
<p class="head-subtitle">Assigned Mon Apr 13</p>
<p class="head-subtitle">Due Sun Apr 26 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw6.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s20-homeworks/tree/master/hw6" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/449711" target="_blank">HW6</a></li>
<li><a href="https://www.gradescope.com/courses/81719/assignments/449713" target="_blank">HW6 - Supplemental</a></li>
</ul>
<h2 class="title" id="hw5">Homework 5: Mixtures, EM, and Graphical Models</h2>
<p class="head-subtitle">Assigned Sun Mar 29</p>
<p class="head-subtitle">Due Fri Apr 10 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw5.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s20-homeworks/tree/master/hw5" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/418834" target="_blank">HW5</a></li>
<li><a href="https://www.gradescope.com/courses/81719/assignments/418832" target="_blank">HW5 - Supplemental</a></li>
</ul>
<h2 class="title" id="hw4">Homework 4: SVM, Clustering, and Ethics</h2>
<p class="head-subtitle">Assigned Sat Mar 14</p>
<p class="head-subtitle">Due Fri Mar 27 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw4.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s20-homeworks/tree/master/hw4" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/390544" target="_blank">HW4</a></li>
<li><a href="https://www.gradescope.com/courses/81719/assignments/390553" target="_blank">HW4 - Supplemental</a></li>
</ul>
<h2 class="title" id="hw3">Homework 3: Bayesian Methods, Neural Networks, and Practical Supervised Learning</h2>
<p class="head-subtitle">Assigned Sun Feb 23</p>
<p class="head-subtitle">Due Fri Mar 6 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw3.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s20-homeworks/tree/master/hw3" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/368948" target="_blank">HW3</a></li>
<li><a href="https://www.gradescope.com/courses/81719/assignments/368946" target="_blank">HW3 - Supplemental</a></li>
</ul>
<h2 class="title" id="hw2">Homework 2: Classification</h2>
<p class="head-subtitle">Assigned Sun Feb 9</p>
<p class="head-subtitle">Due Fri Feb 21 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw2.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s20-homeworks/tree/master/hw2" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/354915" target="_blank">HW2</a></li>
<li><a href="https://www.gradescope.com/courses/81719/assignments/354923" target="_blank">HW2 - Supplemental</a></li>
</ul>
<h2 class="title" id="hw1">Homework 1: Linear Regression</h2>
<p class="head-subtitle">Assigned Mon Jan 27</p>
<p class="head-subtitle">Due Fri Feb 7 at 11:59 pm</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw1.pdf" target="_blank">PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s20-homeworks/tree/master/hw1" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h3>Turnin</h3>
<ul class="lists">
<li><a href="https://www.gradescope.com/courses/81719/assignments/340271" target="_blank">HW1</a></li>
<li><a href="https://www.gradescope.com/courses/81719/assignments/340266" target="_blank">
HW1 - Supplemental </a></li>
</ul>
</div>
</section>