ga642381/ML2021-Spring
(Hung-Yi Lee) Machine Learning 2021 Spring
| repo name | ga642381/ML2021-Spring |
| repo link | https://github.com/ga642381/ML2021-Spring |
| homepage | https://speech.ee.ntu.edu.tw/~hylee/ml/2021-spring.html |
| language | Jupyter Notebook |
| size (curr.) | 8219 kB |
| stars (curr.) | 70 |
| created | 2021-03-01 |
| license | |
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 : Life-Long Learning
- HW14 : Compression
- HW15 : Meta Learning
