Overview
- Full name
docker.io/kubeflownotebookswg/jupyter-scipy- Registry
- docker.io
- Namespace
- kubeflownotebookswg
- Repository
- jupyter-scipy
- Cached tags
- 71
- Last synced
- 07/06/2026, 07:27 AM
Introduction
Kubeflow 官方 Jupyter Scipy 笔记本镜像，预装 NumPy/Pandas/Matplotlib，供数据科学家交互式分析与建模。
Details
kubeflownotebookswg/jupyter-scipy 基于 JupyterLab 打包科学计算栈，通过 Notebook CR 或 docker 挂载 workspace。定位为交互式 GUI 笔记本，需浏览器访问与持久化 home volume；Kubeflow Notebook Controller 创建 Pod，非无头 API 服务。
快速启动
docker run -d --name jupyter-scipy \
-p 8888:8888 \
-e JUPYTER_ENABLE_LAB=yes \
docker.io/kubeflownotebookswg/jupyter-scipy:latest
推荐实践
docker run -d --name jupyter-scipy \
--restart unless-stopped \
-p 8888:8888 \
-v /data/jupyter:/home/jovyan/work \
-e NB_UID=1000 \
docker.io/kubeflownotebookswg/jupyter-scipy:v1.8.0
核心参数说明
-p 8888:8888— JupyterLab Web 端口-v .../jupyter:...— notebook 工作区持久化-e NB_UID— 挂载目录 UID 对齐- 定位 — 交互式 GUI 分析环境