# Rscript

**Repository Path**: rainoffallingstar/rscript

## Basic Information

- **Project Name**: Rscript
- **Description**: Rscript for learning and research
- **Primary Language**: R
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-06-07
- **Last Updated**: 2023-07-08

## Categories & Tags

**Categories**: Uncategorized

**Tags**: Rscript

## README

# Rscript

#### 介绍

Rscript for learning and research

#### 软件架构

基于R \>= 3.6.0,推荐使用rstudio运行。

#### Roadmap

-   [ ] R with deepL
-   [ ] R with ML（including SVM）
-   [ ] reactomic,"-omics"
-   [X] 线性回归 - base-R - tidy-R
-   [X] 逻辑斯蒂回归、LDA、QDA、KNN
-   [X] 岭回归、lasso
-   [X] PGR、PLS
-   [X] 决策树
-   [X] 生存分析
-   [ ] meta分析
-   [ ] tidy-R
-   [ ] R绘图与数据可视化、科研绘图
-   [ ] 其他

#### 使用说明及参与贡献

1.  git clone 本仓库
2.  cd packages_backup,打开 restore_packages.R,RUN it.

> 以下介绍如何参与贡献

3.  fork&新建 Feat_xxx 分支
4.  提交代码
5.  新建 Pull Request

#### 参考文献

1.  An Introduction to Statistical Learning with Applications in R By Gareth J ames
2.  R in action
3.  R for data science
4.  R语言医学数据分析实战
5.  StanfordOnline XFDS112
6.  tensorflow for R
7.  mlr3 book