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Top 23 Python Streamlit Projects
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Project mention: Build LLM-powered chatbot in 5 minutes using HugChat and Streamlit | dev.to | 2023-05-27
Streamlit * A faster way to build and share data apps | streamlit.io
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opyrator
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
Look into something like opyrator instead.
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ONLYOFFICE
ONLYOFFICE Docs — document collaboration in your environment. Powerful document editing and collaboration in your app or environment. Ultimate security, API and 30+ ready connectors, SaaS or on-premises
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geemap
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
Project mention: I'm a senior in my CS major and it's incredible I didn't hear about GIS projects until now. Glad to be here. | reddit.com/r/gis | 2023-05-22Try out Google Earth Engine and browse through it's catalogue to get a feel for what's available. GEE allows you to work with global datasets and immediately see a preview of the results (there's also geemap if you prefer doing this from a Python notebook instead of the online JS editor)
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leafmap
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
Project mention: Rust Local Tile Server to display Geotiffs layer ? | reddit.com/r/rust | 2023-04-25My goal is to link leafmap with a local tile server in rust.
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Project mention: Recording and playing audio files through streamlit | reddit.com/r/StreamlitOfficial | 2023-03-24
Of those 4, streamlit-webrtc is the most popular, so I would start there (forum post about webrtc is here and here is a demo app)
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But i've been finding myself forced to stick with version 0.2.3.post2 (compared to the current version of 0.3.3) due to a bug regarding AgGrid never triggering a Streamlit rerun when JsCode is used in a table. https://github.com/PablocFonseca/streamlit-aggrid/issues/146 outlines this issue, which replicates the problem i've experienced.
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CodiumAI
TestGPT | Generating meaningful tests for busy devs. Get non-trivial tests (and trivial, too!) suggested right inside your IDE, so you can code smart, create more value, and stay confident when you push.
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dstack
Develop ML faster. Easily and cost-effectively run dev environments, pipelines, and apps in any cloud.
Hey everyone, I'm happy to release dstack Hub, an open-source tool that helps teams manage their ML workflows more effectively without vendor lock-in.
dstack Hub extend dstack [1] with workflow scheduling capabilities and user management. Here's how it works: run dstack Hub via Docker, use its UI to configure projects and cloud credentials, then pass the URL and personal token to the dstack CLI. Now, you can run workflows through the CLI and Hub will orchestrate them in the cloud on your behalf.
This is a beta release and we plan to continuously improve it. We'd love to hear your feedback and answer any questions!
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nlu
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
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Streamlit-Authenticator
A secure authentication module to validate user credentials in a Streamlit application.
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Project mention: GitHub - krish-adi/barfi: Python Flow Based Programming environment that provides a graphical programming environment. | reddit.com/r/Python | 2022-07-08
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streamlit-webrtc-example
Real time video and audio processing examples with Streamlit and streamlit-webrtc
Project mention: Recording and playing audio files through streamlit | reddit.com/r/StreamlitOfficial | 2023-03-24Of those 4, streamlit-webrtc is the most popular, so I would start there (forum post about webrtc is here and here is a demo app)
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Project mention: 🥳 Announcing the winners of the Summit Hackathon! | reddit.com/r/StreamlitOfficial | 2023-05-16
🏆 1st place goes to snowChat, created by Kaarthik Andavar
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mnist-mlops-learning
In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
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streamlit_login_auth_ui
It lets you connect your streamlit application to a pre-built and secure Login/ Sign-Up page.
Project mention: New Component: streamlit-login-auth-ui, connect your Python application to a pre-built and secure Login/ Sign-Up page | reddit.com/r/u_Courier_com | 2023-03-08 -
Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-05-27.
Python Streamlit related posts
- ChatGPT capabilities on Airtable contents
- 🥳 Announcing the winners of the Summit Hackathon!
- Introducing Firestore into my Premier League Project
- I created an AI scary movie trailer generator, I would appreciate any feedback
- Unleash the Terror: AI-Powered Movie Trailer Generator Fusing the Dread of The Exorcist and Texas Chainsaw Horror!
- I created a reddit summarizer + video + article
- I have developed a free and open source tool to create "timeslices"
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A note from our sponsor - Sonar
www.sonarsource.com | 30 May 2023
Index
What are some of the best open-source Streamlit projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | streamlit | 24,917 |
| 2 | opyrator | 2,846 |
| 3 | geemap | 2,709 |
| 4 | leafmap | 1,649 |
| 5 | traingenerator | 1,282 |
| 6 | streamlit-webrtc | 783 |
| 7 | streamlit-aggrid | 703 |
| 8 | dstack | 668 |
| 9 | nlu | 666 |
| 10 | streamlit-geospatial | 624 |
| 11 | Streamlit-Authenticator | 570 |
| 12 | nn-template | 560 |
| 13 | barfi | 275 |
| 14 | component-template | 259 |
| 15 | chime | 243 |
| 16 | githubProfileReadmeGenerator | 193 |
| 17 | streamlit-pydantic | 133 |
| 18 | hydralit | 130 |
| 19 | vqgan-clip-app | 96 |
| 20 | streamlit-webrtc-example | 95 |
| 21 | snowChat | 89 |
| 22 | mnist-mlops-learning | 80 |
| 23 | streamlit_login_auth_ui | 79 |
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