機器學習 Machine Learning 2022 Spring by National Taiwan University

This repository contains code and slides of 15 homeworks for Machine Learning instructed by 李宏毅(Hung-Yi Lee). All the information about this course can be found on the course website.

Lecture Videos

The lecture videos are available on Hung-Yi Lee's youtube channel.

15 Homeworks

• HW1 : Regression
• HW2 : Classification
• HW3 : CNN
• HW4 : Self-Attention
• HW5 : Transformer
• HW6 : GAN
• HW7 : BERT
• HW8 : Autoencoder
• HW9 : Explainable AI
• HW10 : Adversarial Attack
• HW11 : Adaptation
• HW12 : Reinforcement Learning
• HW13 : Network Compression
• HW14 : Life-Long Learning
• HW15 : Meta Learning