Homework 2

2 minute read

Submission date: December ~~19th~~ 22nd, 2019

Topics

Backpropagation on arbitrarily deep nets
Optimization algorithms for deep learning
Training
Convolutional networks
Effect of network architecture on accuracy

Downloading

The assignment code is available here.

Note that there may be some updates in the environment.yml file since the previous assignment. From within the assignment directory, run conda env update to update your conda environment (only new dependencies will be installed).

Make sure you activate the conda env for the homeworks (cs236781-hw), not the env for the tutorials (cs236781).

FAQ

Make sure to read the getting started page and the guide for using course servers (relevant for part 3).