网站 asp.net php,上海高端网站建设服务公,网站建站网站多少钱,温岭网站开发文章目录 1. 安装 Conda下载与安装步骤#xff1a; 2. 创建虚拟环境3. 安装 Jupyter Notebook4. 启动 Jupyter Notebook5. 安装扩展功能#xff08;可选#xff09;6. 更新与维护7. 总结 Jupyter Notebook 是一款非常流行的交互式开发工具#xff0c;尤其适合数据科学、机器… 文章目录 1. 安装 Conda下载与安装步骤 2. 创建虚拟环境3. 安装 Jupyter Notebook4. 启动 Jupyter Notebook5. 安装扩展功能可选6. 更新与维护7. 总结 Jupyter Notebook 是一款非常流行的交互式开发工具尤其适合数据科学、机器学习和教学场景。借助 Conda我们可以方便地安装和管理 Jupyter Notebook 及其依赖。
1. 安装 Conda
在安装 Jupyter Notebook 之前确保系统已安装 Conda。Conda 可以通过 Anaconda 或 Miniconda 提供。
Anaconda: 完整的 Python 数据科学平台包含许多常用包。Miniconda: 精简版仅包含 Conda 和 Python适合自定义环境。
下载与安装步骤 访问 Miniconda 下载页面 或 Anaconda 下载页面。 下载适合您操作系统的安装包。 执行安装脚本 # 示例在 Linux 系统上安装 Miniconda
bash Miniconda3-latest-Linux-x86_64.sh按提示完成安装。
安装完成后运行以下命令验证 Conda 是否安装成功
conda --version2. 创建虚拟环境
使用 Conda 创建独立的 Python 环境可以避免不同项目间的依赖冲突。
conda create -n jupyter_env python3.9 -y激活环境
conda activate jupyter_env3. 安装 Jupyter Notebook
在激活的虚拟环境中运行以下命令安装 Jupyter Notebook
conda install -c conda-forge notebook -y安装完成后验证安装
jupyter notebook --version4. 启动 Jupyter Notebook
启动 Notebook 服务
jupyter notebook成功启动后您将在终端看到类似以下的输出
http://localhost:8888/tree复制链接到浏览器即可访问 Jupyter Notebook 界面。 注意这只允许本地访问 如果实现远程访问
jupyter notebook --allow-root --ip0.0.0.0 --port8888输出
[I 2025-01-03 15:08:19.708 ServerApp] notebook | extension was successfully linked.
[I 2025-01-03 15:08:19.799 ServerApp] notebook_shim | extension was successfully linked.
[I 2025-01-03 15:08:19.805 ServerApp] notebook_shim | extension was successfully loaded.
[I 2025-01-03 15:08:19.806 ServerApp] jupyter_lsp | extension was successfully loaded.
[I 2025-01-03 15:08:19.806 ServerApp] jupyter_server_terminals | extension was successfully loaded.
[I 2025-01-03 15:08:19.807 LabApp] JupyterLab extension loaded from /root/miniconda3/envs/python3.13.1/lib/python3.13/site-packages/jupyterlab
[I 2025-01-03 15:08:19.807 LabApp] JupyterLab application directory is /root/miniconda3/envs/python3.13.1/share/jupyter/lab
[I 2025-01-03 15:08:19.807 LabApp] Extension Manager is pypi.
[I 2025-01-03 15:08:19.825 ServerApp] jupyterlab | extension was successfully loaded.
[I 2025-01-03 15:08:19.826 ServerApp] notebook | extension was successfully loaded.
[I 2025-01-03 15:08:19.826 ServerApp] Serving notebooks from local directory: /root/python
[I 2025-01-03 15:08:19.826 ServerApp] Jupyter Server 2.15.0 is running at:
[I 2025-01-03 15:08:19.826 ServerApp] http://registry.ocp.local:8888/tree?token83ba987b3e4b4e42270650bb2b32c0d8b39eef8dacab3d7e
[I 2025-01-03 15:08:19.826 ServerApp] http://127.0.0.1:8888/tree?token83ba987b3e4b4e42270650bb2b32c0d8b39eef8dacab3d7e
[I 2025-01-03 15:08:19.826 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).
[W 2025-01-03 15:08:19.828 ServerApp] No web browser found: Error(could not locate runnable browser).
[C 2025-01-03 15:08:19.828 ServerApp] To access the server, open this file in a browser:file:///root/.local/share/jupyter/runtime/jpserver-1149459-open.htmlOr copy and paste one of these URLs:http://192.168.21.184:8888/tree?token83ba987b3e4b4e42270650bb2b32c0d8b39eef8dacab3d7ehttp://127.0.0.1:8888/tree?token83ba987b3e4b4e42270650bb2b32c0d8b39eef8dacab3d7e
[I 2025-01-03 15:08:19.834 ServerApp] Skipped non-installed server(s): bash-language-server, dockerfile-language-server-nodejs, javascript-typescript-langserver, jedi-language-server, julia-language-server, pyright, python-language-server, python-lsp-server, r-languageserver, sql-language-server, texlab, typescript-language-server, unified-language-server, vscode-css-languageserver-bin, vscode-html-languageserver-bin, vscode-json-languageserver-bin, yaml-language-server5. 安装扩展功能可选
为提升使用体验可以安装 Jupyter Notebook 扩展工具。
conda install -c conda-forge jupyter_contrib_nbextensions
jupyter contrib nbextension install --user启用常用扩展
jupyter nbextension enable extension_name6. 更新与维护
定期更新 Jupyter Notebook 以获取最新功能和修复
conda update notebook删除虚拟环境如果不再需要
conda remove -n jupyter_env --all7. 总结
通过 Conda 安装 Jupyter Notebook 是一种快速而高效的方式尤其适合需要管理多个 Python 环境的用户。您可以根据需求创建独立环境并灵活扩展 Jupyter 的功能从而提升开发效率。
