wwwppp121's repositories
awesome-public-datasets
A topic-centric list of HQ open datasets.
Awesome-Super-Resolution
Collect super-resolution related papers, data, repositories
BeamDosePrediction
A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]
CERR
Matlab/Octave based platform for Radiological Research.
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
DeepLearning
All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等
fastai
The fastai deep learning library
geant4
Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303
gitignore
A collection of useful .gitignore templates
gpt_academic
为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。
mamba_dose
This is the codebase for MD-Dose: A Diffusion Model based on the Mamba for Radiotherapy Dose Prediction
matRad
An open source multi-modality radiation treatment planning sytem
models
A collection of pre-trained, state-of-the-art models in the ONNX format
MONAI
AI Toolkit for Healthcare Imaging
multidim-image-augmentation
This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
onnx
Open standard for machine learning interoperability
optuna-examples
Examples for https://github.com/optuna/optuna
pydicom
Read, modify and write DICOM files with python code
pylidc
An object relational mapping for the LIDC dataset using sqlalchemy.
pylinac
A TG-142 toolkit for doing routine linear accelerator quality assurance
pymedphys
A community effort to develop an open standard library for Medical Physics in Python. Building quality transparent software together via peer review and open source distribution. Open code is better science.
pyradise
PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
radiomics_survival_analysis
Some codes for survival analysis by using clinical and radiomics features
SimpleITK-Notebooks
Jupyter notebooks for learning how to use SimpleITK
slideflow
Deep learning library for digital pathology, with both Tensorflow and PyTorch support.
tpu
Reference models and tools for Cloud TPUs.
uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.