Teaching

AMSI Winter School, 2021

Level: Graduate

Part I: Flow Based Models

Part II: Generative Adversarial Networks and Stochastic Backpropagation

Part III: Graphical Models, Deep Latent Variable Models, and Variational Learning

Part IV: Amortized Variational Inference, Variational Autoencoders, and an Introduction to Pyro

Tutorial 1 (Jupyter Notebook)

Tutorial 2 (Jupyter Notebook)

Quantitative Methods in Science, Sem. 1, 2021

Level: Undergraduate (First Year)