データ分析のためのJupyterLab基礎設定 (pip)
A JupyterLab setting procedure
A base setting with minimum packages via pip
pipによるJupyterLabの基礎設定です。
Prerequisite
- Windows 10
-
python3.8+ -
nodejs10+ - Microsoft Visual C++ 14.0 or greater (Build Tools for Visual Studio 2019)
Getting Started
JupyterLab installation
- install python (official not Anaconda)
- install node.js
- install Microsoft Visual C++ 14.0 or greater
- make a virtual environment
> python -m venv ENV # path/to/new/virtual/environment
- come into the virtual environment
> cd ENV
- activate the virtual environment
Scripts/activate
- install jupyterlab
(ENV) > pip install jupyterlab
Extensions
- Jupyter Widgets JupyterLab Extension: for Jupyter/IPython widgets
(ENV) > pip install ipywidgets
(ENV) > jupyter nbextension enable --py widgetsnbextension
(ENV) > jupyter labextension install @jupyter-widgets/jupyterlab-manager
- jupyterlab_variableinspector: variable inspector
(ENV) > jupyter labextension install @lckr/jupyterlab_variableinspector
- jupyterlab-toc: table of contents for markdown
(ENV) > jupyter labextension install @jupyterlab/toc
- jupyterlab_filetree: filetree view
(ENV) > jupyter labextension install jupyterlab_filetree
- Go to definition extension for JupyterLab: jump to definition
(ENV) > jupyter labextension install @krassowski/jupyterlab_go_to_definition
- Language Server Protocol : Python language server protocol
(ENV) > pip install jupyter-lsp
(ENV) > jupyter labextension install @krassowski/jupyterlab-lsp
(ENV) > pip install python-language-server[all]
- jupyterlab_code_formatter: code formatter (black, yapf, autopep8, or isort)
(ENV) > jupyter labextension install @ryantam626/jupyterlab_code_formatter
(ENV) > pip install jupyterlab_code_formatter
(ENV) > jupyter serverextension enable --py jupyterlab_code_formatter
- jupytext: .py file sync with .ipynb
(ENV) > pip install jupytext --upgrade
(ENV) > jupyter labextension install jupyterlab-jupytext
- git: git control with jupyterlab
(ENV) > pip install --upgrade jupyterlab-git
(ENV) > jupyter lab build
- github: github browsing via jupyterLab
(ENV) > jupyter labextension install @jupyterlab/github
- jupyterlab-shortcutui: ui for shortcut keys
(ENV) > jupyter labextension install @jupyterlab/shortcutui
Other standard packages
(ENV) > pip install numpy pandas scipy matplotlib seaborn statsmodels
Add a new kernel
(ENV) > ipython kernel install --user --name=ENV
Launch
- Launch jupyterlab
(ENV) > jupyter lab
Save requirements file
(ENV) > pip freeze > requirements.txt
Author And Source
この問題について(データ分析のためのJupyterLab基礎設定 (pip)), 我々は、より多くの情報をここで見つけました https://qiita.com/yuichi-takeuchi/items/f53d4feb2e28a69bd4c3著者帰属：元の著者の情報は、元のURLに含まれています。著作権は原作者に属する。
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