Pinned Repositories
AA_program
Including sql codes in AA(Anti-Arrhythmic) program(baeds on eICU database)
deCOOC
model for inferring cell type compositions(proportions)
deepC
A neural network framework for predicting the Hi-C chromatin interactions from megabase scale DNA sequence
echo-mimiciii
Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
FYP2017_Reinforcement_learning_dianwen
Guideline-for-Computational-Biology-and-Bioinformatics
HiCSR
HiCSR: a Hi-C super-resolution framework for producing highly realistic contact maps
shap
A unified approach to explain the output of any machine learning model.
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
Tutorial-Machine-Learning-Based-Survival-Analysis
This repository is tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
junmeiW's Repositories
junmeiW/shap
A unified approach to explain the output of any machine learning model.
junmeiW/statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
junmeiW/Tutorial-Machine-Learning-Based-Survival-Analysis
This repository is tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
junmeiW/AA_program
Including sql codes in AA(Anti-Arrhythmic) program(baeds on eICU database)
junmeiW/deCOOC
model for inferring cell type compositions(proportions)
junmeiW/deepC
A neural network framework for predicting the Hi-C chromatin interactions from megabase scale DNA sequence
junmeiW/echo-mimiciii
Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
junmeiW/FYP2017_Reinforcement_learning_dianwen
junmeiW/Guideline-for-Computational-Biology-and-Bioinformatics
junmeiW/HiCSR
HiCSR: a Hi-C super-resolution framework for producing highly realistic contact maps
junmeiW/IABP
IABP project
junmeiW/MCMC
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
junmeiW/mixedmodels-misc
miscellaneous materials for mixed models, mostly in R
junmeiW/pammtools
Piece-wise exponential Additive Mixed Modeling tools
junmeiW/pygcn
Graph Convolutional Networks in PyTorch
junmeiW/SMOTE-Oversample-Rare-Events
Youtube companion (https://www.youtube.com/watch?v=1Mt7EuVJf1A&feature=youtu.be) - Brief introduction to the SMOTE R package to super-sample/ over-sample imbalanced data sets. SMOTE will use bootstrapping and k nearest neighbor to synthetically create additional observations. SMOTE white paper: https://www.jair.org/media/953/live-953-2037-jair.pdf
junmeiW/survival_boost
xgboost for survival data
junmeiW/TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
junmeiW/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
junmeiW/TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos