Association of gut microbiota with glycemic traits and incident type 2 diabetes and modulation by habitual diet: a population-based longitudinal cohort study in Chinese adults
Copyright: Prof. Ju-Sheng Zheng Institution: School of Life Sciences, Westlake University, Hangzhou, China Email: zhengjusheng@westlake.edu.cn
Author: Wanglong Gou
Last update: 2021-11-27
Email: gouwanglong@westlake.edu.cn
Environment Python version: 3.7 Stata version: 15 R version: 3.5.3 Main packages: sklearn, shap, pandas, numpy,lightgbm
- Scripts
1.1 Statistic.do Function: Pipline of preprocessing and statistic analysis
1.2 Predict.py Function: Using LightGBM to predict the northern and southern China with gut microbiota.
1.3 PERMERNOVA.R Function: Beta diversity analysis