Junmin's Projects
The most cited deep learning papers
Source code for interactive R Shiny tools to explore and visualize multimorbidity in national electronic health records
科研工作专用ChatGPT拓展,特别优化学术Paper润色体验,支持自定义快捷按钮,支持markdown表格显示,Tex公式双显示,代码显示功能完善,新增本地Python工程剖析功能/自我剖析功能
The DAPSNet Code
R notebooks for the code samples of the book "Deep Learning with R"
Deep Learning Book Chinese Translation
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
DeepSurv is a deep learning approach to survival analysis.
rstudio::conf(2020) deep learning workshop
DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese).
Config files for my GitHub profile.
DRG/DIP code for myself
R Interface to Keras
LSTM Auto-Encoder (LSTM-AE) implementation in Pytorch
Meta-Transformer for Unified Multimodal Learning
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
A collection of Machine Learning datasets for health care and beyond
Supervised ML tutorials for the NHS-R community
Tidymodels and Recipes NHS-R content
All Algorithms implemented in Python
公众号[庄闪闪的成长手册]对应的R资料(代码+数据)
A game theoretic approach to explain the output of any machine learning model.
Shap values for model interpretation
collecting books, papers and docs.