Jupyter Notebook 组件

Jupyter Notebook 是 Project Jupyter 的一个语言无关的 HTML 笔记本应用程序。它允许你创建和共享包含实时代码、方程、可视化和叙述性文本的文档。

使用方法

使用本地笔记本

要使用 Jupyter Notebook 短代码，你需要在项目中有一个 Jupyter Notebook 文件。类似于如何添加图片到项目中，你可以将 Jupyter Notebooks 添加到 assets 文件夹。

使用 jupyter 短代码将 Jupyter Notebook 包含在页面中：

---
title: 我的页面
math: true
---

{{% jupyter "notebook.ipynb" %}}

或者，你可以利用 Hugo 的页面包功能将 Jupyter Notebooks 与 Markdown 文件一起组织。

---
title: 我的页面
math: true
---

{{% jupyter "notebook.ipynb" %}}

使用远程笔记本

你也可以通过提供笔记本文件的 URL 来使用远程笔记本。例如，要在页面中包含 What is the Jupyter Notebook 笔记本，你可以使用以下短代码：

{{% jupyter "https://raw.githubusercontent.com/jupyter/notebook/main/docs/source/examples/Notebook/What%20is%20the%20Jupyter%20Notebook.ipynb" %}}

示例笔记本

What is the Jupyter Notebook?

The Jupyter Notebook is an interactive computing environment that enables users to author notebook documents that include:

• Live code
• Interactive widgets
• Plots
• Narrative text
• Equations
• Images
• Video

These documents provide a complete and self-contained record of a computation that can be converted to various formats and shared with others using email, version control systems (like Git/GitHub) or nbviewer.jupyter.org.

Data Visualization

Below is an example of a simple data visualization using the Seaborn library.

# Import seaborn
import seaborn as sns

# Apply the default theme
sns.set_theme()

# Load an example dataset
tips = sns.load_dataset("tips")

# Create a visualization
sns.relplot(
    data=tips,
    x="total_bill", y="tip", col="time",
    hue="smoker", style="smoker", size="size",
)

Matplotlib is building the font cache; this may take a moment.

<seaborn.axisgrid.FacetGrid at 0x12830caa0>

tips.head()

   total_bill   tip     sex smoker  day    time  size
0       16.99  1.01  Female     No  Sun  Dinner     2
1       10.34  1.66    Male     No  Sun  Dinner     3
2       21.01  3.50    Male     No  Sun  Dinner     3
3       23.68  3.31    Male     No  Sun  Dinner     2
4       24.59  3.61  Female     No  Sun  Dinner     4

Equations

The following is an example of a simple equation using LaTeX.