概要

フル名
docker.io/jupyter/datascience-notebook
Registry
docker.io
名前空間
jupyter
リポジトリ
datascience-notebook
キャッシュ Tag 数
1897
最終同期
07/06/2026, 07:22 AM

概要

Jupyter 官方 DataScience 全栈笔记本镜像,集成 R/Julia/Python 与常用 ML 库,适合数据团队交互式探索。

詳細

jupyter/datascience-notebook 基于 Ubuntu 打包 JupyterLab 与 conda 科学计算环境。定位为交互式 GUI 笔记本,浏览器访问 8888 端口,挂载 work volume 持久化 notebook;无头 API,生产分析建议 Kubeflow 或托管 Notebook。

快速启动

docker run -d --name ds-notebook \
  -p 8888:8888 \
  -e JUPYTER_ENABLE_LAB=yes \
  docker.io/jupyter/datascience-notebook:latest

推荐实践

docker run -d --name ds-notebook \
  --restart unless-stopped \
  -p 8888:8888 \
  -v /data/notebooks:/home/jovyan/work \
  -e JUPYTER_TOKEN=changeme \
  docker.io/jupyter/datascience-notebook:2024-10-07

核心参数说明

  • -p 8888:8888 — JupyterLab Web 端口
  • -v .../notebooks:... — notebook 持久化
  • -e JUPYTER_TOKEN — 访问令牌(高敏
  • 定位 — 交互式 GUI 环境
Tagアーキテクチャプッシュ日時サイズDigest同期期望操作
docker.io/jupyter/datascience-notebook
:x86_64-ubuntu-22.04
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-r-4.3.1
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-python-3.11.6
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-python-3.11
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-notebook-7.0.6
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-latest
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-lab-4.0.7
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-julia-1.9.3
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-hub-4.0.2
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-7cce21edff82
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:x86_64-2023-10-20
linux/amd64
2023/10/21 04:061.9 GBsha256:98c2b44b4e44
docker.io/jupyter/datascience-notebook
:hub-4.0.2
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:ubuntu-22.04
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:lab-4.0.7
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:r-4.3.1
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:2023-10-20
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:python-3.11.6
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:julia-1.9.3
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:notebook-7.0.6
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e
docker.io/jupyter/datascience-notebook
:848a82674792
linux/arm64/v8linux/amd64
2023/10/20 12:041.8 GBsha256:9504f4f4ab7e