https://github.com/lakinduboteju/jupyter-notebooks
Scripts to bring Jupyter Notebooks up on Docker
https://github.com/lakinduboteju/jupyter-notebooks
Last synced: 3 months ago
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Scripts to bring Jupyter Notebooks up on Docker
- Host: GitHub
- URL: https://github.com/lakinduboteju/jupyter-notebooks
- Owner: lakinduboteju
- Created: 2024-05-09T10:01:45.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-11T12:07:13.000Z (about 1 year ago)
- Last Synced: 2024-05-11T13:27:06.289Z (about 1 year ago)
- Homepage:
- Size: 3.91 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Jupyter Notebooks/Labs
I like to use Jupyter for my day-to-day exploratory data analysis tasks.
A Jupyter provides interactivity with my code that I explore with by allowing to check output of each code snippet and make changes on the go.
A Jupyter combines code, documentation + visualizations in a single document makes it an excellent tool for me to record and keep track of my work.
I like to run my Jupyter on Docker.
Docker provides isolation from the underlying system for my development tasks so that, I can easily wipe out system and package dependencies I downloaded for my exploratory tasks later.
A Docker container is self-contained and it encapsulates everything needed to run my code. So when I do my experiments with Jupyter on Docker I know exactly what dependencies I need to run my applications on development environment and, later on staging and production environments.
## debian
Running Jupyter on a Debian (debian-slim) base image as I use debian Docker environment to run most of my applications.
Contains Dockerfile, docker build image and run container commands to bring up a Jupyter Notebook/Lab with following kernels.
* Python (default)
* Typescript (on NodeJS)