wwwppp121's repositories
pytorch_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
PlanCheck
A Varian Eclipse Scripting API plugin that checks DVH metrics, potential collisions, and plan/structure/dose parameters.
intoli-article-materials
All of the supporting materials for articles from Intoli's blog.
gancer
Generative Adversarial Networks for Computationally Efficient Radiotherapy
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
Deformable-Convolution-V2-PyTorch
Deformable ConvNets V2 (DCNv2) in PyTorch
image-registration
This is a demonstration of how transformation matrices affect registration for the rigid case.
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
med-phys-scripts
Code from my work as Radiation Physicist Assistant at Cookeville Regional Medical Center
mil_pytorch
Multiple instance learning model implemented in pytorch
med-phys-notes
Notes and procedures that I wrote as Radiation Physicist Assistant at Cookeville Regional Medical Center
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Radiomics-Features-Extractor
Hand-crafted radiomics and deep learning-based radiomcis features extraction.
deterministic-uncertainty-quantification
Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
DVH-Analytics
A DICOM Database Application for Radiation Oncology
Preprocessing-Tool
Some preprocessing tools~
Radiomics-research-by-using-Python
Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection, machine learning modeling, and stastical analysis.
RT-Guide
Guide สำหรับการเขียนโปรแกรมเกี่ยวกับ Radiotherapy
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
Deformable-ConvNets
Deformable Convolutional Networks
fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
radiotherapy-dose-prediction
TMI dose prediction
pix2pix
Image-to-image translation with conditional adversarial nets