This repo collects the python code and jupyter notebooks.
- 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
- 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
Contributions are always welcome!
Distributed under the MIT License. See LICENSE for more information.
Jing Zhang - [email protected]
Project Link: https://github.com/jizhang02/Code-Note