panel
Panel: The powerful data exploration & web app framework for Python (by holoviz)
Solara
A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps (by widgetti)
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| panel | Solara | |
|---|---|---|
| 39 | 30 | |
| 4,192 | 1,583 | |
| 7.0% | 7.0% | |
| 9.9 | 9.7 | |
| 4 days ago | 1 day ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
panel
Posts with mentions or reviews of panel.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-12.
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This Week In Python
panel – data exploration & web app framework for Python
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panel VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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What python library you are using for interactive visualisation?(other than plotly)
https://panel.holoviz.org/ It's a web app framework for Python similar to what Dash does for plotly. It plays nicely with bokeh visuals and I think the front-end is built using bokeh css elements.
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FastAPI, Panel and Bokeh
I'm following the Panel FastAPI example here: https://github.com/holoviz/panel/blob/main/examples/apps/fastApi/main.py
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How to approach GIS and which language to use
If you want to build Python dashboards, look at the solara (react-style lib, https://solara.dev/) and panel (https://panel.holoviz.org/).
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Panel - A high-level app and dashboarding solution for Python
panel
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Ask HN: Fastest way to turn a Jupyter notebook into a website these days?
My suggestion is https://panel.holoviz.org/
Fully open sourced, makes it easy to make reactive apps with small changes, can even configured as a graphical REPL.
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Updating a page with MQTT
I am doing something like this in a [panel](https://panel.holoviz.org/) dashboard, which I am currently converting to nicegui. Maybe I can provide an example in some days.
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Mercury – Turn Python Notebooks to Web Apps
Ill have to check it out and see how it compares to voilà and holoviz panel. What I like about Holoviz panel is you can create a data web app from code that resides in a notebook or create a completely standalone app from just plain py scripts, and it supports many different visualization backends. I have found it to be the more flexible and generalizable data web app framework among the others I have come across (like Voilà, Dash, Plotly, and Streamlit).
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4 Streamlit Alternatives for Building Python Data Apps
Like the previous three alternatives, Panel is an open-source Python library for creating interactive dashboard web apps. Panel is extremely flexible, allowing you to use any plotting library you like. Like Gradio but unlike Streamlit, you can use Panel in Jupyter notebooks. Panel dashboards can also be deployed as standalone web apps, but like Plotly Dash, you'll need to set up a server to deploy it yourself.
Solara
Posts with mentions or reviews of Solara.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-22.
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Designing a Pure Python Web Framework
I really like this idea of using Python to create both the frontend and backend. Another lib doing this is https://solara.dev/ . Something I particularly like about Solara is that you can interactively build your app in a Jupyter Notebook, since behind the scenes it's using ipywidgets.
Has anyone compared Solara and Reflex and can comment on pros/cons? Are there other options in this space? Maybe https://shiny.posit.co/py/ ?
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We wrote the OpenAI Wanderlust app in pure Python using Solara
We (the authors of the Solara web app framework) got inspired by the OpenAI keynote Wanderlust app they demoed.
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ipywidgets alternatives - solara and ipyvuetify
3 projects | 13 Oct 2023
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reactpy VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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panel VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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mercury VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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voila VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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py-shiny VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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nicegui VS solara - a user suggested alternative
2 projects | 13 Oct 2023
What are some alternatives?
When comparing panel and Solara you can also consider the following projects:
streamlit - Streamlit — A faster way to build and share data apps.
nicegui - Create web-based user interfaces with Python. The nice way.
dash - Data Apps & Dashboards for Python. No JavaScript Required.
reflex - 🕸️ Web apps in pure Python 🐍
gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
voila - Voilà turns Jupyter notebooks into standalone web applications
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
py-shiny - Shiny for Python
appsmith - Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
reactpy - It's React, but in Python
jupyterlite - Wasm powered Jupyter running in the browser 💡
ipywidgets - Interactive Widgets for the Jupyter Notebook