跳到正文
原文
Hugging Face Blog·· 2023-06-22AI 评分35

Hugging Face Spaces 集成 Panel 模板,助力构建和部署 Panel 应用

Panel on Hugging Face

AI 导读

Hugging Face Spaces 现已集成 Panel 模板,支持用户在 Python 中构建强大的工具、仪表盘和复杂应用。Panel 是一个开源库,提供广泛的绘图库支持,并允许将 Jupyter 笔记本中的组件无缝集成到仪表盘中。此外,Panel 还支持构建复杂的多页面应用、高级交互功能、可视化大型数据集和实时数据流。

原文

We are thrilled to announce the collaboration between Panel and Hugging Face! 🎉 We have integrated a Panel template in Hugging Face Spaces to help you get started building Panel apps and deploy them on Hugging Face effortlessly.

What does Panel offer?

Panel is an open-source Python library that lets you easily build powerful tools, dashboards and complex applications entirely in Python. It has a batteries-included philosophy, putting the PyData ecosystem, powerful data tables and much more at your fingertips. High-level reactive APIs and lower-level callback based APIs ensure you can quickly build exploratory applications, but you aren’t limited if you build complex, multi-page apps with rich interactivity. Panel is a member of the HoloViz ecosystem, your gateway into a connected ecosystem of data exploration tools. Panel, like the other HoloViz tools, is a NumFocus-sponsored project, with support from Anaconda and Blackstone.

Here are some notable features of Panel that our users find valuable.

  • Panel provides extensive support for various plotting libraries, such as Matplotlib, Seaborn, Altair, Plotly, Bokeh, PyDeck,Vizzu, and more.
  • All interactivity works the same in Jupyter and in a standalone deployment. Panel allows seamless integration of components from a Jupyter notebook into a dashboard, enabling smooth transitions between data exploration and sharing results.
  • Panel empowers users to build complex multi-page applications, advanced interactive features, visualize large datasets, and stream real-time data.
  • Integration with Pyodide and WebAssembly enables seamless execution of Panel applications in web browsers.

Ready to build Panel apps on Hugging Face? Check out our Hugging Face deployment docs, click this button, and begin your journey:

🌐 Join Our Community

The Panel community is vibrant and supportive, with experienced developers and data scientists eager to help and share their knowledge. Join us and connect with us:

来源:Hugging Face Blog · huggingface.co