This is the home page for the DL course (CE74006)organized by Dr. Shiyin Wei, School of Civil Engineering, Harbin Institute of Technology.
This is an ongoing project focusing on basic theories, tutorials, projects, resources, and access to other great repositories.

• Introduction
  • Recommended Courses
    • Stanford CS231
    • Stanford CS224
    • UoToronto CSC413
    • NTU Machine Learning
• Essential Math
• Basics of Machine Learning
• From Shallow to Deep Learning
• Optimization
• Regularization
• CNN
• GAN
• RNN
• Transformer
• RL
• GNN
• Advances
• Applications
  • Dataset
  • Implementations
    • Python (AwesomePython)
    • Pytorch (Tutorial: Official Tutorial, Morvan Zhou's Tutorial)
    • Tensorflow
    • PaddlePaddle
    • Mindspore
  • Recommended Projects
• Other resources
  • PaddleEducation