SUSTech_CS324-DL_2024s_Works

Course code of CS324 2024 Spring: Deep Learning, SUSTech. Taught by Prof. Jianguo ZHANG.

Attention

This code and report were created by the author during his initial studies of deep learning. As such, there may be some misunderstandings (or even errors) in the theoretical concepts and result analysis. This is provided for reference only.

Content

Title	Content	Grade
Assignment 1	Perceptron & MLP	100/100
Assignment 2	CNN & RNN	100/100
Assignment 3	LSTM & GAN	100/100

Build Environment

You can use environment.yml to build a conda environment.

Create Conda Environment

conda env create -f environment.yml 

Activate Conda Environment

conda activate cs324   

Notes

The environment.yml is generated by Conda automatically in Windows 10.

If you have any problems, at least make sure the environment have these third-party packages:

• NumPy
• PyTorch & Cuda & Torchvision
• scikit-learn
• Matplotlib
• tqdm