Overview

Full name
docker.io/jupyter/scipy-notebook
Registry
docker.io
Namespace
jupyter
Repository
scipy-notebook
Cached tags
1816
Last synced
07/05/2026, 07:45 PM

Introduction

Jupyter SciPy Notebook 科学计算镜像,预装 NumPy/Pandas/Matplotlib 与 SciPy 栈,数据分析教学与探索性研究交互环境。

Details

jupyter/scipy-notebook 基于 Jupyter Notebook 提供 Python 科学计算全家桶,浏览器中编写与执行数据分析单元格。定位为交互式 Notebook Web 服务,挂载工作目录持久化 notebook 与数据集;高校教学、数据科学 PoC 或团队内部分析沙箱。

快速启动

docker run -d --name scipy-notebook \
  -p 8888:8888 \
  docker.io/jupyter/scipy-notebook:latest

推荐实践

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

核心参数说明

  • -p 8888:8888 — Notebook Web 端口
  • JUPYTER_TOKEN — 访问令牌(高敏
  • -v .../notebooks:... — 工作区持久化
  • 用户 — 默认 jovyan 非 root

Kubernetes

apiVersion: apps/v1
kind: Deployment
metadata:
  name: scipy-notebook
spec:
  replicas: 1
  selector:
    matchLabels:
      app: scipy-notebook
  template:
    metadata:
      labels:
        app: scipy-notebook
    spec:
      containers:
        - name: notebook
          image: docker.io/jupyter/scipy-notebook:2024-10-07
          ports:
            - containerPort: 8888
          envFrom:
            - secretRef:
                name: jupyter-token
          volumeMounts:
            - name: work
              mountPath: /home/jovyan/work
      volumes:
        - name: work
          persistentVolumeClaim:
            claimName: notebook-work
---
apiVersion: v1
kind: Service
metadata:
  name: scipy-notebook
spec:
  selector:
    app: scipy-notebook
  ports:
    - port: 8888
      targetPort: 8888

Secret 管理 Token;Ingress 限内网分析师访问。

Latest tags (20)

View all 1816 tags →
TagArchPushed AtSizeDigestSyncWishAction
docker.io/jupyter/scipy-notebook
:x86_64-ubuntu-22.04
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-python-3.11.6
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-python-3.11
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-notebook-7.0.6
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-latest
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-lab-4.0.7
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-hub-4.0.2
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-7cce21edff82
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:x86_64-2023-10-20
linux/amd64
2023/10/21 04:031.2 GBsha256:3b37958b7b31
docker.io/jupyter/scipy-notebook
:python-3.11
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:ubuntu-22.04
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:python-3.11.6
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:latest
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:lab-4.0.7
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:2023-10-20
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:notebook-7.0.6
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:hub-4.0.2
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:848a82674792
linux/arm64/v8linux/amd64
2023/10/20 12:031.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:aarch64-ubuntu-22.04
linux/arm64/v8
2023/10/20 11:581.1 GBsha256:44b5cffa2d78
docker.io/jupyter/scipy-notebook
:aarch64-python-3.11.6
linux/arm64/v8
2023/10/20 11:581.1 GBsha256:44b5cffa2d78