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homework.html
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---
layout: page
title: Homework
weight: 0
---
<section class="main-container text">
<div class="main">
<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="hw6">Homework 6: Inference in Graphical Models, MDPs</h2>
<p class="head-subtitle">Released: April 9</p>
<p class="head-subtitle">Due: April 23</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw6" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="practical">Practical: Classifying Sounds</h2>
<p class="head-subtitle">Released: March 26</p>
<p class="head-subtitle">Due: April 9</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/practical" target="_blank">
Github Folder (Instructions, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw5">Homework 5: EM, PCA, and Graphical Models</h2>
<p class="head-subtitle">Released: March 19</p>
<p class="head-subtitle">Due: April 2</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw5" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw4">Homework 4: SVM, Clustering, and EthiCS</h2>
<p class="head-subtitle">Released: March 6</p>
<p class="head-subtitle">Due: March 19</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw4" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw3">Homework 3: Bayesian Methods and Neural Networks</h2>
<p class="head-subtitle">Released: February 19</p>
<p class="head-subtitle">Due: March 5</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw3" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw2">Homework 2: Classification and Bias-Variance Trade-offs</h2>
<p class="head-subtitle">Released: February 5</p>
<p class="head-subtitle">Due: February 19</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw2" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw1">Homework 1: Linear Regression</h2>
<p class="head-subtitle">Released: January 26</p>
<p class="head-subtitle">Due: February 4</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw1" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
<h2 class="title" id="hw0">Homework 0: Math Review</h2>
<p class="head-subtitle">Released: January 19</p>
<p class="head-subtitle">Due: Never</p>
<h3>Files</h3>
<ul class="lists">
<li><a href="hw/hw0.pdf" target="_blank">HW PDF</a></li>
<li><a href="hw/hw0_solutions.pdf" target="_blank">Solution PDF</a></li>
<li><a href="https://github.com/harvard-ml-courses/cs181-s21-homeworks/tree/main/hw0" target="_blank">
Github Folder (Data, helper code, tex file) </a></li>
</ul>
</div>
</section>