http://liftothers.org/dokuwiki/ 2026-05-26T13:57:06+00:00 http://liftothers.org/dokuwiki/ http://liftothers.org/dokuwiki/lib/tpl/dokuwiki/images/favicon.ico text/html 2021-06-30T23:42:07+00:00 http://liftothers.org/dokuwiki/doku.php?id=cs601r_w2020:final&rev=1625096527&do=diff Objective: To creatively apply knowledge gained through the course of the semester to a substantial learning problem of your own choosing. ---------- Deliverable: There are two deliverables for the final: * An excel spreadsheet (or CSV file) that shows the total amount of time you spent on your final, broken down by day text/html 2021-06-30T23:42:07+00:00 http://liftothers.org/dokuwiki/doku.php?id=cs601r_w2020:lab1&rev=1625096527&do=diff Objective: Code a basic classifier in pytorch. Prepare a scaffold that will be used for experimentation in future labs. ---------- Deliverable: For this lab, you will submit an ipython notebook via learningsuite. Your notebook must contain your classifier code, and should show various final statistics about it and its performance. You should plot your loss curve, a final confusion matrix, and you must clearly display the total parameter count of your network. text/html 2021-06-30T23:42:07+00:00 http://liftothers.org/dokuwiki/doku.php?id=cs601r_w2020:lab2&rev=1625096527&do=diff Objective: Explore careful hyperparameter tuning in pytorch. Gain experience and confidence in carefully comparing multiple options. ---------- Deliverable: For this lab, you will submit an ipython notebook via learningsuite. Your notebook will contain two parts, as described below. text/html 2021-06-30T23:42:07+00:00 http://liftothers.org/dokuwiki/doku.php?id=cs601r_w2020:proj1&rev=1625096527&do=diff Objective: To explore significant deep learning projects. ---------- Deliverable: There are two deliverables for Projects 1 & 2: * An excel spreadsheet (or CSV file) that shows the total amount of time you spent on your final, broken down by day text/html 2021-06-30T23:42:07+00:00 http://liftothers.org/dokuwiki/doku.php?id=cs601r_w2020:proposals&rev=1625096527&do=diff Objective: To help get ahead of the curve by planning your project. ---------- Deliverable: A 1-2 page writeup of your project proposal. ---------- Grading standards: Your proposal will be graded on how thoroughly it explains your project. Include the following sections: