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Data Science Docker Environment

This repository contains a Docker environment for data science with:

  • Python 3.10
  • JupyterLab
  • Common data science libraries
  • Automated testing and building

Features

  • Automated Docker image building
  • Multiple Python data science libraries
  • JupyterLab integration
  • GitHub Actions integration
  • Multi-registry support (GitHub and Aliyun)

Usage

Pull the image:

docker pull ghcr.io/USERNAME/datascience:latest

Run JupyterLab:

docker run -p 8888:8888 ghcr.io/USERNAME/datascience:latest

Development

To build locally:

docker build -t datascience-local .
docker run -p 8888:8888 datascience-local

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