💻 HWs of Deep Learning and Practice Spring 2021 NCTU(NYCU) 深度學習與實務 5261
- python >= 3.8
- gym >= 0.18.0
- matplotlib >= 3.3.4
- numpy >= 1.19.2
- pandas >= 1.2.4
- scikit-learn >= 0.24.1
- tensorboard >= 2.5.0
- torch == 1.7.1
- tqdm >= 4.60.0
- CUDA == 10.2
| Lab | Description |
|---|---|
| Lab 0 | Warm up |
| Lab 1 | Back propagation |
| Lab 2 | Temporal Difference |
| Lab 3 | EEGNet & DeepConvNet |
| Lab 4 | ResNet |
| Lab 5 | CVAE with LSTM |
| Lab 6 | DQN & DDPG |
| Lab 7 | cGAN & cNF |
| Project | Stock Prediction using Transformer |
$ git clone [email protected]:steven112163/Deep-Learning-and-Practice.git
$ git submodule init
$ git submodule update