xiangbu Goto Github PK

py_ai_clinician

pytorch-note

pytorch学习笔记-md格式便于下载和修改

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch-tutorials-examples-and-books

PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍

r-graphing-tutorials

Collection of tutorials/blog posts for graphing in R

r-vs.-python-for-data-science

ra_plasma_metabolomics_2021

Scripts for generating results in Hur et al. "Plasma Metabolomic Profiling in Patients with Rheumatoid Arthritis Identifies Biochemical Features Predictive of Quantitative Disease Activity". Arthritis Research & Therapy, 2021. https://doi.org/10.1186/s13075-021-02537-4

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

reyfman2018

This repository contains R code used to analyze bulk and single-cell RNA-seq data published in Reyfman et al., AJRCCM, 2018.

ricu

🏥 ICU data with R 🏥

rnn_predict

Simple RNN (Gated Recurrent Units) for predicting a diagnosis

s3m

A software package for statistically significant shapelet mining

sccm-datathon

Resources for the Society of Critical Care Medicine (SCCM) Datathon

sem_lavaan

Zurich R Courses: Structural Equation Modeling with lavaan

sepsis_signature

sepsisrl

Reinforcement Learning for optimal sepsis treatment policies

shap

A game theoretic approach to explain the output of any machine learning model.

sheng-xin-xiao-bai-yu

历史文档备份

shockalert-documented

Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU

sklearn-ml

各种机器学习方法在sklearn中的使用-菜菜的机器学习sklearn课堂

snippet

just some code snippet

srl

Reinforcement learning for sepsis

stacking_and_explaining

Creating stacked models and explaining single instances with Shap values

studynotes

tame

Code and Datasets for the paper "Identifying Sepsis Subphenotypes via Time-Aware Multi-ModalAuto-Encoder", published on KDD 2020.

temporalprediction

Machine learning temporal ICU outcome prediction

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tinyheero.github.io

Fong Chun Chan's Blog