Teaching Staff:
- Aashwin Mishra
- Sam Gorman
This repository contains material for the ICME Deep Learning Summer Workshop 2022.
https://samjgorman.github.io/icme-deep-learning-summer-2022/
Linear Regression Exercise in Numpy: https://colab.research.google.com/drive/1w0C62ikCOotfBJ5FbzQu4I3weu6viAmj?usp=sharing
Shallow Neural Network in Numpy: https://colab.research.google.com/drive/1mbquyEd_N_JMh8nTupbXgId1ArVZuP3L?usp=sharing
Introduction to Torch https://colab.research.google.com/drive/1b1ifUhsdo7rYeUEKBjEQkWTgWX0EgEz6?usp=sharing
My First Torch Model: https://colab.research.google.com/drive/1b1ifUhsdo7rYeUEKBjEQkWTgWX0EgEz6?usp=sharing
MNIST with an FCNN: https://colab.research.google.com/drive/1Wp2jWYnZ50VWBPCVEkPemUcF3ohrxrct?usp=sharing
CIFAR10 with CNNs: https://colab.research.google.com/drive/1eZniJ3FW77cAy4U3cSieJPSq-ukMARPY?usp=sharing
CIFAR10 with GPUs: https://colab.research.google.com/drive/153nTZtmHENNTx-XLWw3kl41Shd-ZvXVJ?usp=sharing
Data Augmentation for Computer Vision: https://colab.research.google.com/drive/1Ug0STBPfwc0Q7YSBasliIJCC38y9pOVm?usp=sharing