jupyterlite
panel
Our great sponsors
jupyterlite | panel | |
---|---|---|
19 | 38 | |
3,551 | 4,004 | |
1.8% | 6.4% | |
8.9 | 9.9 | |
10 days ago | 1 day ago | |
TypeScript | Python | |
BSD 3-clause "New" or "Revised" License | BSD 3-clause "New" or "Revised" License |
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.
jupyterlite
-
SymPy: Symbolic Mathematics in Python
The JupyterLite Python-compiled-to-WASM build has NumPy, SciPy, matplotlib, and SymPy installed; so you can do computer algebra with SymPy in a browser tab.
https://github.com/jupyterlite/jupyterlite/tree/main/py/jupy... :
> Initial support for interactive visualization libraries such as: altair, bqplot, ipywidgets, matplotlib, and plotly
- Vscode.dev: Local Development with Cloud Tools
-
Show HN: Ipython-GPT, a Jupyter/IPython Interface to Chat GPT
https://jupyterlite.readthedocs.io/en/latest/howto/extension... :
> We recommend checking out how to create a server extension first
From https://github.com/jupyterlite/jupyterlite/issues/237#issuec... re: 'micropip':
%pip install $@
- Show HN: Classic FPS Wolfenstein 3D brought in the browser via Emscripten
-
Jupyterlab Desktop
Agreed that would be a killer feature. Unzip this package and get a functional Python + Jupyter + scientific (numpy, pandas, scipy, matplotlib) environment.
I have been on-and-off teaching some people Python and the initial setup on-ramp is horrible. Ok, so install Python, now ignore-this-for-now-complications: create a "virtualenv", use this thing called "pip", install these half-dozen things to get a basic notebook (Jupyter + scipy things), install these other half-dozen quality of life things, you should probably also have "conda" for the future, etc. That's a lot of nonsense for someone I am trying to show an alternative to Excel.
My shortcut, "You want to try Python?" approach has been to start with JupyterLite[0] where I can immediately get people coding and delay that pain.
- Show HN: A 100% free and interactive Python course for coding beginners
-
Hacker News top posts: Nov 29, 2022
JupyterLite: a JupyterLab distribution that runs in the browser\ (45 comments)
- JupyterLite is a JupyterLab distribution that runs in the browser
-
LibreOffice running natively in a browser via WebAssembly
Jupyter runs natively in the browser now with JupyterLite: https://github.com/jupyterlite/jupyterlite It can use a native browser JS kernel, or some languages that have been converted to run in the browser with WASM (including a full python environment called pyodide).
VS Code also runs natively in the browser now: https://code.visualstudio.com/blogs/2021/10/20/vscode-dev This uses a Chrome only (for now) filesystem access API to give the browser access to your native files--you can edit them entirely in the browser with nothing happening on a server.
- Turns Jupyter notebooks into standalone web applications and dashboards
panel
-
panel VS solara - a user suggested alternative
2 projects | 13 Oct 2023
-
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.
-
FastAPI, Panel and Bokeh
I'm following the Panel FastAPI example here: https://github.com/holoviz/panel/blob/main/examples/apps/fastApi/main.py
-
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/).
-
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.
-
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.
-
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).
-
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.
- Sunday Daily Thread: What's everyone working on this week?
-
I've updated the README of Panel. Let me know what you think. Thanks.
I've contributed an update to the README in attempt to better explain the WHY and WHAT of Panel.
What are some alternatives?
streamlit - Streamlit — A faster way to build and share data apps.
dash - Data Apps & Dashboards for Python. No JavaScript Required.
gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
starboard-notebook - In-browser literate notebooks
appsmith - Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
DearPyGui - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
Altair - Declarative statistical visualization library for Python
tqdm - :zap: A Fast, Extensible Progress Bar for Python and CLI
xeus-cling - Jupyter kernel for the C++ programming language
Solara - A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps