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probai-2024's Introduction

Introduction to Deep Generative Models at Nordic ProbAI 2024

This is the material for the Introduction to Deep Generative Models session at Nordic ProbAI 2024.

It consists of slides and two Jupyter notebooks called 1-VAE.ipynb and 2-Flow.ipynb. The notebooks run out of the box in Google Colab, but it is also fairly easy to run them locally.

Prerequisite for the exercises are:

  • The background material presented in the lecture.
  • Programming experience in Python using PyTorch.

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