This github repo contains pytorch tutorial I gave at NCSA/UIUC.
There are two colab/jupyter notebooks:
The first one cover basic of how pytorch operates and how to use GPU with pytorch.
The second one covers how to build and train a simple convolution neural networks to recoginize hand written digits (MNIST). It also covers how to train a simple generative model (VAE) to generate new hand written digits.
presentation (2021.9.29)
slides (2021.9.29)