Homework 2
Submission date: May 12th, 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.
We recommend you use git
to clone the repo:
git clone https://github.com/vistalab-technion/cs236605-hw2.git
This will allow you to pull updates from us in the event that they are needed.
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).
FAQ
Make sure to read the getting started page and the guide for using course servers (relevant for part 3).
Q: Should we comment out the raise NotImplementedError()
in the
YourCodeNet
class in models.py
while working on Part 1/2?
A: Yes.