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Update README.md
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virginiakm1988 authored Sep 3, 2022
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Expand Up @@ -22,20 +22,20 @@ This repository contains code and slides of 15 homeworks for Machine Learning in
* HW4 : Self-Attention [[Video]](https://youtu.be/-KbD40w9-Io)
[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW04/hw04.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW04/Machine%20Learning%20HW4.pdf)
* HW5 : Transformer[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW05/HW05.ipynb)
* HW5 : Transformer [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW05/HW05.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW05/HW05.pdf)
* HW6 : GAN[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW06/HW06.ipynb)
* HW6 : GAN [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW06/HW06.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW06/HW06.pdf)
* HW7 : BERT[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW07/HW07.ipynb)
* HW7 : BERT [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW07/HW07.ipynb)
[[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW07/HW07.pdf)
* HW8 : Autoencoder[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW08/HW08.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW08/HW08.pdf)
* HW9 : Explainable AI[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW09/HW09.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW09/HW09.pdf)
* HW10 : Adversarial Attack[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW10/HW10.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW10/HW10.pdf)
* HW11 : Adaptation[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW11/HW11.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW11/HW11.pdf)
* HW12 : Reinforcement Learning[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW12/HW12.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW12/HW12.pdf)
* HW13 : Network Compression[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW13/HW13.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW13/HW13.pdf)
* HW14 : Life-Long Learning[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW14/HW14.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW14/HW14.pdf)
* HW15 : Meta Learning[[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW15/HW15.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW15/HW15.pdf)
* HW8 : Autoencoder [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW08/HW08.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW08/HW08.pdf)
* HW9 : Explainable AI [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW09/HW09.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW09/HW09.pdf)
* HW10 : Adversarial Attack [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW10/HW10.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW10/HW10.pdf)
* HW11 : Adaptation [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW11/HW11.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW11/HW11.pdf)
* HW12 : Reinforcement Learning [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW12/HW12.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW12/HW12.pdf)
* HW13 : Network Compression [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW13/HW13.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW13/HW13.pdf)
* HW14 : Life-Long Learning [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW14/HW14.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW14/HW14.pdf)
* HW15 : Meta Learning [[Code]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW15/HW15.ipynb) [[Slide]](https://github.com/virginiakm1988/ML2022-Spring/blob/main/HW15/HW15.pdf)

## Lecture Videos
The lecture videos are available on Hung-Yi Lee's [youtube channel](https://www.youtube.com/channel/UC2ggjtuuWvxrHHHiaDH1dlQ).
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