llijiajun / Web-20

DL models with PyTorch for Web contents processing

Web-20

reports collected for Web class project @2020

Report Naming Convension

student_id（folder）  
  ┃
  ┗ student_id.md / student_id.docx / ...  
  ┃
  ┗ src (folder)
  ┃  ┃
  ┃  ┗ scripts (folder) for codes.
  ┃  ┗ dataset (folder) for datasets > 100M, please use pan.baidu.com, and leave url here.
  ┃
  ┗ extra (folder) extra files used for the project
  

Submit your project

How to

Submission Deadline

2020/06/16

Class Slides

Intro slide

Env slide

PyTorch slide ipynb

Dataset Building slide

Neural Network slide ipynb

Convolutional Neural Network - I slide ipynb

Convolutional Neural Network - II slide ipynb

CapsuleNet slide ipynb

Recurrent Neural Network slide ipynb

Transformer slide ipynb

Generative Adversarial Nets slide ipynb

Wasserstein Generative Adversarial Nets slide ipynb

CycleGAN slide ipynb

Graph Neural Network - I slide ipynb

Graph Neural Network - II slide ipynb

Graph Neural Network - III slide ipynb