Introduction to Deep Learning

Yet Another Introduction to Deep Learning. Most of the materials are based on Dive into Deep Learning. This tutorial covers following contents:

1. Introduction
2. Linear model
3. MLP
4. CNN
5. RNN
6. Attention and Transformer
7. GPTs
8. RL
9. Generative models

You may find PyTorch implementations compatible with this deep learning tutorial at this link.

Contact: sungjoon dash choi at korea dot ac dot kr