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processing_scripts

Scripts created to automate MRI preprocessing and neuroimaging statistical analysis with Python and MATLAB. For use with SPM, FSL and AFNI. Codes for automatic behavioral analysis data are examples.

projects

bioinformatics

pspdvspd

CNN-LSTM model for classifying pseudoprogression versus progression in glioblastoma patients who had completed standard chemoradiation

pulmonary-nodule-detection-based-on-deep-learning

Using U-net, 3D CNN and cGAN to accomplish Pulmonary Nodule Detection. Also it's my undergraduate research program.

pumpkin-book-1

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pycharm-guide

PyCharm 中文指南：安装 | 破解 | 效率 | 技巧

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pyhealth

A Python Library for Health Predictive Models

pyhsiclasso

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

pymrmr

Python3 binding to mRMR Feature Selection algorithm (currently not maintained)

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-elm

Extreme Learning Machine implementation in Python

python-ga

使用python实现的遗传算法，通过修改脚本中的4个地方，可以求不同函数的最大值

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

python-spider

:rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-video-recognition

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

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

qupath

QuPath - Open Source Digital Pathology

r-chip-data-analysis

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

r-survival-analysis-on-cervical-cancer

Finding Multiple Cutpoints for Continuous Variables for Cox Model, Use Lasso Model For Full Cox Model Selection

radiomic-prediction-of-tumor-grade-and-overall-survival-from-the-brats-glioma-dataset

Folder corresponding to 2017 summer project at MD Anderson Cancer Center.

radiomics

MATLAB programming tools for radiomics analysis

radiomics-1

Radiomics research with NSCLC dataset