Jupyter工具

本文基于Conda简介

Jupyter Notbook

The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text

conda install jupyter

jupyter notebook

JupyterLab

JupyterLab: Jupyter’s Next-Generation Notebook Interface. JupyterLab is a web-based interactive development environment for Jupyter notebooks, code, and data

conda install jupyterlab

jupyter lab

JupyterHub

JupyterHub brings the power of notebooks to groups of users. It gives users access to computational environments and resources without burdening the users with installation and maintenance tasks

conda install jupyterhub

jupyterhub

nteract is an open-source, desktop-based, interactive computing application

Summary

• 不是IDE 初学者慎用

• 核心在于展示与快速迭代

• 优势在于包含处理-计算-分析全过程

References

• JupyterHub: How to create user?

• Generated jupyterhub_config.py has whitelist error

• NTERACT: REVOLUTIONIZING THE NOTEBOOK EXPERIENCE

• 数据分析为什么常用Jupyter而不是直接使用Python脚本或Excel?

• 如何看待 WWDC 2016 上推出的 Swift Playgrounds？