https://github.com/jacksonchen1998/2023-nycu-dl
Homework for Deep Learning class
https://github.com/jacksonchen1998/2023-nycu-dl
Last synced: over 1 year ago
JSON representation
Homework for Deep Learning class
- Host: GitHub
- URL: https://github.com/jacksonchen1998/2023-nycu-dl
- Owner: jacksonchen1998
- Created: 2023-03-17T06:11:01.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-05-19T06:16:22.000Z (about 3 years ago)
- Last Synced: 2025-01-15T19:36:21.955Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 56.5 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 2023-NYCU-DL
## Homework for Deep Learning class
- [Homework 1](./Homework%201/2023_DL_HW1.pdf)
- Feedforward Neural Network
- Convolutional Neural Network
- [Homework 2](./Homework%202/README.md)
- Image Generation
- Generative Adversarial Network
- Diffusion Probabilistic Model
- Document Classification
- Transformer
- Prompt-based Learning
## Class Notes
[HackMD](https://hackmd.io/l-PR6fjWS-Kssew43hQzLw)
## Grade
- Homework $\times$ 2 (or Task Competition) (60%)
- Final Project (40%)
- Class Attendance (+10%)
## Reference
- [Ebook](https://www.deeplearningbook.org/)
- [Deep Learning with Goodfellow YT](https://www.youtube.com/playlist?list=PLsXu9MHQGs8df5A4PzQGw-kfviylC-R9b)
- [Deep Learning with Goodfellow pdf](http://imlab.postech.ac.kr/dkim/class/csed514_2019s/DeepLearningBook.pdf)
- [Deep Learning Book Notes from Stanford](https://github.com/greentfrapp/deep-learning-book-notes)