TCC-EngBio2020
streamlit
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TCC-EngBio2020 | streamlit | |
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1 | 102 | |
5 | 19,024 | |
- | 3.1% | |
0.8 | 9.6 | |
over 1 year ago | 2 days ago | |
JavaScript | Python | |
- | Apache License 2.0 |
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TCC-EngBio2020
streamlit
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Web App Framework for Microsites
Consider fastapi or anvil.works or even, for more data orientated apps, streamlit
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INTERACTIVE RESULTS WITH JUPYTER NOTEBOOK
But nowadays the technology is evolving too fast, there are multiple platforms that simplify the work of making models live over the clouds such platforms are streamlit, gradio, and Gooey.
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Demo Mode: Using State in Streamlit
My Skyboy application is a niche product, but I think it's pretty cool! (Let's be honest, I'm a little biased. I did write it for myself, after all.) It's a Python web app using the Streamlit framework.
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Building a CRM Web App With Python
This CRM Web App, is built with python programming, streamlit and Deta Base an open source data base structure that allows you store your data in a JSON Format.
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Framework for creating dashboards
Streamlit is the best thing I've ever found.
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What's your favorite GUI library and why? I'll start, mine is TKinter because its the first one I learned and I found it easy for basic display
Depending on what your use case is, I really like Streamlit for something that could be a single page app.
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Let's build a simple system calls monitoring dashboard using bpftrace and streamlit
Now that we are receiving the system call counts every 5 seconds, let's use it to build a live dashboard. There are hundreds of tools and libraries available for building dashboards these days, I decided to go with streamlit - this python framework will allow us to spin up a dashboard with less code (I wanted to keep it as simple as possible). To get started with streamlit, make sure you have python 3.0+ (usually this will be installed by default on many Linux distributions). We will install streamlit using pip.
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Seeking a modern streamlined modern framework for my one page web app.
Been working in people analytics consulting for many years now. Basically dealing with a decent chunk of python relating to just analytical projects...think pandas. Primarily things that don't need to be deployed to the web etc. I love Streamlit for just being able to deploy a python script as a web app with like zero real work.
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Introducing the Skyboy App
A search for data visualization tools led me to Streamlit, a Python browser-based application with the flexibility to display data in multiple ways. It supports multiple Python graphing modules, as well as mapping with Mapbox.
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Developing and sharing ML demos with Gradio, Grid, Lightning Flash and ngrok
There is also another way to build, test and share data apps, using streamlit https://streamlit.io/ what I don't like about gradio is that when you want to use images, it doesn't give the path to the image file, to know the path you would have to use the file control.
What are some alternatives?
dash - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
PyWebIO - Write interactive web app in script way.
PySimpleGUI - Launched in 2018. It's 2022 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Examples for Machine Learning(OpenCV Integration, Chatterbot), Rainmeter-like Desktop Widgets, Matplotlib + Pyplot integration, add GUI to command line scripts, PDF & Image Viewer. For both beginning and advanced programmers. docs - PySimpleGUI.org GitHub - PySimpleGUI.com. The Minecraft of GUIs - simple to complex... does them all.
superset - Apache Superset is a Data Visualization and Data Exploration Platform
datapane - Datapane is the easiest way to create data science reports from Python.
react-virtualized - React components for efficiently rendering large lists and tabular data
gradio - Create UIs for your machine learning model in Python in 3 minutes
wave - Realtime Web Apps and Dashboards for Python and R
panel - A high-level app and dashboarding solution for Python
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
DearPyGui - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
appsmith - Low code project to build admin panels, internal tools, and dashboards. Integrates with 15+ databases and any API.