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virginiakm1988 authored Mar 4, 2022
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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](https://speech.ee.ntu.edu.tw/~hylee/ml/2022-spring.php).

## 15 Homeworks
* HW1 : Regression [Video](https://youtu.be/cFIImk_yBTg)
[Code](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW01/HW01.ipynb)
[Slide](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW01/HW01.pdf)
* HW2 : Classification [Video](https://youtu.be/FxuPF4vjga4)
[Code](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW02/HW02.ipynb)
[Slide](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW02/HW02.pdf)
* HW3 : CNN [Video](https://youtu.be/GXLwjQ_O50g)
[Code](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW03/HW03.ipynb)
[Slide](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW03/HW03.pdf)
* HW1 : Regression [[Video]](https://youtu.be/cFIImk_yBTg)
[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW01/HW01.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW01/HW01.pdf)
* HW2 : Classification [[Video]](https://youtu.be/FxuPF4vjga4)
[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW02/HW02.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW02/HW02.pdf)
* HW3 : CNN [[Video]](https://youtu.be/GXLwjQ_O50g)
[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW03/HW03.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW03/HW03.pdf)
* HW4 : Self-Attention
* HW5 : Transformer
* HW6 : GAN
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