Code-Note

This repo collects the python code and jupyter notebooks.

Code lists

• Think Python
• Deep Learning from Scratch
• Cardiac images preprocessing
• Deep learning based image segmentation
• Image processing based image segmentation
• DNN Marathon
• Utils
• Pretrained classification-segmentation models libs (Timm&Monai)
• Parallel computing with Pytorch in deep learning
• Self supervised learning
• Diffusion model

Note lists

• Git in VSCode
• Code Formatting
• Install nnUNet
• Install C++
• Using CuPy instead of Numpy
• Practice on medical image processing softwares
• Insatall ROOT on WSL
• Install OpenGATE on WSL
• Install Singularity on WSL
• Insatall CUDA 12, Tensorflow 2.12 on WSL
• Pass Arguments methods in python
• SLURM
• Play with VSCode
• Cheatsheet
• Workflow of DL

Contributing

Contributions are always welcome!

License

Distributed under the MIT License. See LICENSE for more information.

Contact

Jing Zhang - zhangjingnm@hotmail.com

Project Link: https://github.com/jizhang02/Code-Note