
Updates

Summarizing

Transformers

Regularization and Resnets

Regularization

Vanishing and Exploding gradient problem

CNN

Review

CNN

Pytorch

Probability basics 3

Probability basics 2

Probability basics

Data, Models and Learning

MultiLayer Perceptron

Autograd 3

Autograd 2

Autograd

Perceptron 3

Perceptron 2

Perceptron

Linear models 2

Linear models

Linear models

Python basics 2

Python basics

Running Jupyter on ACG with SLURM
Running Jupyter server via SLURM enables you to run your Jupyter server on a SLURM node with more resources; sometimes allowing you to use GPU. It is a better practice to run heavy code via SLURM, because login nodes are meant for login only. This documentation specifically covers this process.

Running Jupyter on ACG Katahdin

Running Jupyter on ACG Katahdin
We will learn how to run Jupyter notebook on ACG Katahdin and access it on your laptop by port forwarding.

Intro lecture video (no audio)

Project proposal for ECE491/COS498 students

Intro to Neural Networks

Prereq Hw

Topic dependency
Depedency graph for topics to be covered in class
Autograd, Optimization, Visualization