# Environment Preset

## CPU Environment Preset

![Yennefer는 프로젝트에 필요한 컨테이너를 제공합니다.](https://1274945971-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fgdy1JC6UT7WBhoC2FlHY%2Fuploads%2FsBDBxz4omM7k6JAVamGh%2Fimage.png?alt=media\&token=ba6ae660-4835-41e2-b03b-ef34f8524187)

### 1. Jupyter

A CPU-only container with Python 3.8, 2.7, and R kernels. In addition, we also provide environments for machine learning frameworks such as Python 3.8 version Pytorch and tensorflow2.

### 2. RStudio R 3.6

It provides a stable version of R, R3.6, and provides a variety of visualization and data processing packages, including ggplot2, and dplyr.

### 3. RStudio R 4.2

It provides the latest version of R, R 4.2, and offers a variety of visualization and data processing packages, including ggplot2, and dplyr.

### 4. \[Experimental] Jupyter RTC

A CPU-only environment preset with a Python 3.8 kernel. Collaborate with two or more users in real time, including real-time collaboration (RTC) capabilities in Jupyterlab. *<mark style="color:blue;">CAUTION: This is an experimental feature that may cause data changes, so be sure to back up your data when using this feature.</mark>*

### 5. MATLAB\_CPU

A CPU-only container containing MATLAB, a programming and numerical analysis platform used for data analysis, algorithm development, and model generation. You can perform simple tasks using the CPU.

## GPU 컨테이너

![](https://1274945971-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fgdy1JC6UT7WBhoC2FlHY%2Fuploads%2F7is5JKe2WwBtQ1pMtlBw%2Fimage.png?alt=media\&token=5b5ff784-3fd7-43c6-add4-4b88ca14d665)

### 1. Jupyter

A GPU-only container with Python 3.8, 2.7, and R kernels. In addition, we also provide environments for machine learning frameworks such as Python 3.8 version Pytorch and tensorflow2.

### 2. MATLAB\_GPU

An environment preset that includes MATLAB, a programming and numerical analysis platform used for data analysis, algorithm development, and model generation. Toolboxes for GPU are used and deep learning is installed for professional work.