Artificial Intelligence
- NLP
- Big pictures on AI
- Online lectures
- Deep learning operations
- Machine learning cheatsheet
- Bayesian networks
- Support vector machines
- GAN
- Automata
NLP
- Transformer: Attention Is All You Need video-k
Big pictures on AI
- Deep Learning: Practice and Trends, Deepmind, 2017 pdf
Online lectures
모두의 딥러닝, Everybody’s Deep Learning link Handrwritten Note
Deep learning operations
Deriving the Gradient for the Backward Pass of Batch Normalization link
Data flow design for back propagation link
Inception module in GoogLeNet pdf_annotated
A guide to convolution arithmetic for deep learning, Vincent Dumoulin, 2016 pdf_annotated
Machine learning cheatsheet
Bayesian networks
Support vector machines
- Support Vector Machine & Kernel link1 link2 link3 link4_good Lagrange Exp link5_good optimization video for kernel
GAN
- GAN 1시간 요약 link