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https://github.com/jrieke/best-of-streamlit

🏆 A ranked gallery of awesome streamlit apps built by the community
https://github.com/jrieke/best-of-streamlit
best-of best-of-list dashboard deep-learning machine-learning streamlit streamlit-component streamlit-webapp visualization
Last synced: 7 days ago
JSON representation
🏆 A ranked gallery of awesome streamlit apps built by the community
Host: GitHub
URL: https://github.com/jrieke/best-of-streamlit
Owner: jrieke
License: cc-by-sa-4.0
Created: 2021-01-09T00:40:46.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2024-06-28T01:43:05.000Z (7 months ago)
Last Synced: 2025-01-24T02:11:19.273Z (14 days ago)
Topics: best-of, best-of-list, dashboard, deep-learning, machine-learning, streamlit, streamlit-component, streamlit-webapp, visualization
Homepage:
Size: 6.7 MB
Stars: 1,201
Watchers: 21
Forks: 147
Open Issues: 110
Metadata Files:
- Readme: README-mobile.md
- Changelog: history/2021-01-09_changes.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
Awesome Lists containing this project

README

        


    best-of-streamlit

    






    🏆  A ranked gallery of awesome streamlit apps built by the community.





    

    

    

    



This curated list contains 100 [streamlit](https://www.streamlit.io/) apps from 9 categories, ranked by Github stars (in total, the projects have 17K stars!). To add or update a project, please read the instructions [at the end of this file](#Contributing). You can also browse other [🏆 best-of lists](https://best-of.org) or create [your own](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).




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[🤖 General Machine Learning](#-general-machine-learning) | [📚 Natural Language Processing](#-natural-language-processing) | [👁️ Computer Vision](#-computer-vision) | [🎵 Audio](#-audio) | [🔬 Science & Technology](#-science--technology) | [💰 Business & Economy](#-business--economy) | [🚀 Non-ML Apps](#-non-ml-apps) | [🧰 Extensions & Components](#-extensions--components) | [🎈 Official Demos](#-official-demos)




## 🤖 General Machine Learning





Traingenerator
⭐ 990 · :octocat: Code
A web app to generate template code for machine learning
^{by @jrieke}


FastAPI Model Serving
⭐ 110 · :octocat: Code
Simple web app example using streamlit and FastAPI to serve a PyTorch model
^{by @davidefiocco}


E2E ML App w/ PyTorch
⭐ 69 · :octocat: Code
An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku...
^{by @madewithml}


Torchserve Dashboard
⭐ 35 · :octocat: Code
Management Dashboard for Torchserve
^{by @cceyda}


Graph App Kit
⭐ 33 · :octocat: Code
Go from graph data to a secure and interactive visual graph app in 15 minutes
^{by @graphistry}


Raylab
⭐ 26 · :octocat: Code
Reinforcement learning algorithms in RLlib
^{by @angelolovatto}


TensorFlow Serving + Streamlit
🐣 New · ⭐ 5 · :octocat: Code
TensorFlow Serving + Streamlit!
^{by @alvarobartt}





## 📚 Natural Language Processing





🤗 Datasets Viewer
⭐ 8.1K · :octocat: Code
The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and e...
^{by @huggingface}


Insight
⭐ 250 · :octocat: Code
Repository for Project Insight: NLP as a Service
^{by @abhimishra91}


Intent Example Finder
⭐ 120 · :octocat: Code
Crowd sourced training data for Rasa NLU models
^{by @RasaHQ}


Rick & Morty Generator
⭐ 19 · :octocat: Code
A Streamlit app that generates Rick and Morty stories using GPT2
^{by @e-tony}


Headliner Demo
⭐ 17 · :octocat: Code
Simple translation demo showcasing our headliner package
^{by @as-ideas}


Rhyme with AI
⭐ 16 · :octocat: Code
Rhyme with AI
^{by @godatadriven}


Sentiment Analyzer
⭐ 14 · :octocat: Code
It analyze the sentiment of the user, whether it is postive or negative
^{by @patidarparas13}


Squote
⭐ 9 · :octocat: Code
Semantic search for quotes
^{by @cjwallace}


Help Me Read
⭐ 8 · :octocat: Code
Awesome app created with Streamlit + HuggingFace to get summary, question-answer, trans...
^{by @Anku5hk}



Show 2 more for "📚 Natural Language Processing"


GloVe Explorer
⭐ 2 · :octocat: Code
Demonstration project of using Streamlit with word embeddings
^{by @dkajtoch}


Zero Shot Topic Classification
This demo shows how Transformers can be used for zero-shot topic classification, the ta...





## 👁️ Computer Vision





Taming Transformers
⭐ 1.3K · :octocat: Code
Taming Transformers for High-Resolution Image Synthesis, CVPR 2021 (Oral)
^{by @CompVis}


net2net
⭐ 130 · :octocat: Code
Network-to-Network Translation with Conditional Invertible Neural Networks
^{by @CompVis}


MQTT Camera Streamer
⭐ 81 · :octocat: Code
Stream images from a connected camera over MQTT, view using Streamlit, record to file a...
^{by @robmarkcole}


COCO Explorer
⭐ 50 · :octocat: Code
Streamlit tool to explore coco datasets
^{by @i008}


Style transfer web app
⭐ 39 · :octocat: Code
style transfer web app [FastAPI + streamlit + Docker]
^{by @amalshaji}


Object detection app
⭐ 30 · :octocat: Code
Simple object detection app with streamlit
^{by @robmarkcole}


Ask Me Anything
⭐ 29 · :octocat: Code
An easy-to-use app to visualise attentions of various VQA models
^{by @apugoneappu}


Image Classification App
⭐ 23 · :octocat: Code
An image classification app boilerplate to serve your deep learning models asap!
^{by @smaranjitghose}


Webapp Computer Vision
⭐ 21 · :octocat: Code
Computer Vision application in the web
^{by @amineHY}



Show 11 more for "👁️ Computer Vision"


Alph, The Sacred River
⭐ 21 · :octocat: Code
Combines poems and text using CLIP from OpenAI
^{by @thoppe}


Indian ALPR System
⭐ 18 · :octocat: Code
Source code of ALPR (Automatic License Plate Recognition System)
^{by @udaylunawat}


Wildfire Detection
⭐ 18 · :octocat: Code
Using U-Net Model to Detect Wildfire from Satellite Imagery
^{by @yueureka}


MiniClip
🐣 New · ⭐ 10 · :octocat: Code
A quick demo to explore text descriptions and saliency maps for Clip models
^{by @HendrikStrobelt}


Face Mask Detector
⭐ 9 · :octocat: Code
A simple Streamlit frontend for a pre-trained MobileNet CNN model + OpenCV for face mas...
^{by @virtualramblas}


Picture-lytics
⭐ 8 · :octocat: Code
Using Google's teachable machine to generate an image classification model and serving ...
^{by @KimaruThagna}


Text Insights
⭐ 7 · :octocat: Code
Upload an image of a document and extract text, names, facts and figures
^{by @robmarkcole}


Plant Disease Detection
⭐ 5 · :octocat: Code
Web App for Plant Disease Detection using Tensorflow and streamlit
^{by @AmeyaUpalanchi}


Web VR Code Generator
🐣 New · ⭐ 4 · :octocat: Code
A simple app that generates WebVR code for scenes made using A-Frame primitives and dis...
^{by @jojo96}


CLIP Playground
🐣 New · ⭐ 2 · :octocat: Code
A playground to try out OpenAI's CLIP model
^{by @JaviFuentes94}


Material Segmentation
🐣 New · :octocat: Code
Streamlit app for detecting, segmenting and classifying materials inside mostly transpa...
^{by @virtualramblas}





## 🎵 Audio





chime soundboard
⭐ 63 · :octocat: Code
Python sound notifications made easy
^{by @MaxHalford}


Music Generation
⭐ 3 · :octocat: Code
Music Generation using Neural Networks Streamlit App
^{by @Sohaib90}





## 🔬 Science & Technology





FarolCovid
⭐ 37 · :octocat: Code
. Ferramenta de monitoramento do risco de colapso no sistema de sade em municpios brasi...
^{by @ImpulsoGov}


Covid-19 Data Explorer
⭐ 19 · :octocat: Code
Dashboard for the COVID19 spread
^{by @cwerner}


Genetic Ancestry
⭐ 19 · :octocat: Code
Visualize your personal genetics data
^{by @arvkevi}


Auto Vaidya
⭐ 18 · :octocat: Code
An open-source project for applying deep learning to medical scenarios
^{by @Auto-Vaidya}


Covid19-Scotland
⭐ 12 · :octocat: Code
Load, explore and analyse data from Scotland and rest of the world related to Covid19
^{by @heyad}


Covid Tracking
⭐ 7 · :octocat: Code
COVID Tracking app for data in Northern California
^{by @PanditPranav}


Gravitational Wave App
⭐ 7 · :octocat: Code
Streamlit viewer for GW data
^{by @jkanner}


COVID-19 in Italy
⭐ 4 · :octocat: Code
Analyse data for COVID-19 vaccines administrations and COVID-19 infections in Italy
^{by @francesconazzaro}


Galaxy Zoo
⭐ 2 · :octocat: Code
Search galaxies by morphology
^{by @mwalmsley}



Show 3 more for "🔬 Science & Technology"


Brain Tumor Detector
⭐ 1 · :octocat: Code
Find out whether there is a tumor in the brain (or) not by uploading the MRI of it
^{by @manik456}


Monte Carlo for Pi
:octocat: Code
Using Monte Carlo to Estimate Pi
^{by @mesmith027}


Interactive COVID-19
Analyze the cumulative data of confirmed, deaths, and recovered cases over time





## 💰 Business & Economy





Finance Chart
⭐ 67 · :octocat: Code
This app is a simple example of using Strealit to create a financial data web app
^{by @paduel}


StockAnalysisApp
⭐ 43 · :octocat: Code
A stock analysis app with streamlit
^{by @antonio-catalano}


TechSEO Crawler
⭐ 41 · :octocat: Code
Build a small, 3 domain internet using Github pages and Wikipedia and construct a crawl...
^{by @jroakes}


Global cities explorer
⭐ 28 · :octocat: Code
Content shared at DS-OX Meetup
^{by @asehmi}


Time Series Forecasting
⭐ 21 · :octocat: Code
This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting p...
^{by @zachrenwick}


EDA on Financial Dataset
⭐ 19 · :octocat: Code
Automated Exploration Data Analysis on a financial dataset
^{by @bukosabino}


Marketing Campaign App
⭐ 12 · :octocat: Code
A streamlit APP DEMO (python, plotly)
^{by @Ivyw1219}


Travelling Salesman
⭐ 3 · :octocat: Code
Animation of solving the traveling salesman problem to optimality using mixed-integer p...
^{by @miclindahl}





## 🚀 Non-ML Apps





Year on Github
⭐ 110 · :octocat: Code
Share your Github stats for 2020 on Twitter
^{by @jrieke}


Cheat Sheet
⭐ 100 · :octocat: Code
A cheat sheet for streamlit
^{by @daniellewisDL}


Project Code
🐣 New · ⭐ 33 · :octocat: Code
Leetcode using AI
^{by @gagan3012}


Containerized App
⭐ 28 · :octocat: Code
Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS
^{by @collinprather}


Matplotlib Configurator
⭐ 19 · :octocat: Code
Matplotlib style configurator, built with Streamlit
^{by @dhaitz}


Whatsapp Chat Analyzer
⭐ 18 · :octocat: Code
WhatsApp Chat Analyzer is a WebApp and it can be used by anyone to analyze their chat
^{by @pcsingh}


Goodreads App
⭐ 17 · :octocat: Code
Analyzing Your Goodreads Reading Habits
^{by @tylerjrichards}


Board Game Exploration
⭐ 13 · :octocat: Code
Heroku app to explore boardgame data
^{by @MaartenGr}


Apache JMeter
⭐ 10 · :octocat: Code
Powering up Apache JMeter with Streamlit and opening the door for machine learning
^{by @QAInsights}



Show 4 more for "🚀 Non-ML Apps"


Resume App
⭐ 10 · :octocat: Code
Interactive resume created on Streamlit and hosted on AWS EC2
^{by @alphadatagamma}


Arup Social Data
⭐ 9 · :octocat: Code
Code and data for eviction and housing analysis in the US
^{by @arup-group}


HTML Table Scraper
⭐ 7 · :octocat: Code
A simple HTML table scraper made with Python and the amazing Streamlit!
^{by @CharlyWargnier}


Liverpool Analyzer
⭐ 3 · :octocat: Code
Last row tracking data and code
^{by @saeeeeru}





## 🧰 Extensions & Components





HiPlot
⭐ 2.1K · :octocat: Code
HiPlot makes understanding high dimensional data easy
^{by @facebookresearch}


spaCy
⭐ 380 · :octocat: Code
spaCy building blocks and visualizers for Streamlit apps
^{by @explosion}


ContainDS Dashboards
⭐ 100 · :octocat: Code
JupyterHub extension for ContainDS Dashboards
^{by @ideonate}


Drawable Canvas
⭐ 90 · :octocat: Code
Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Stre...
^{by @andfanilo}


ECharts
⭐ 88 · :octocat: Code
A custom component to render ECharts in Streamlit
^{by @andfanilo}


WebRTC
⭐ 83 · :octocat: Code
Real-time video and audio streams over the network, with Streamlit
^{by @whitphx}


Annotated Text
⭐ 80 · :octocat: Code
A simple component to display annotated text in Streamlit apps
^{by @tvst}


Folium
⭐ 61 · :octocat: Code
Streamlit Component for rendering Folium maps
^{by @randyzwitch}


AgGrid
⭐ 61 · :octocat: Code
AgGrid is an awesome grid for web frontend
^{by @PablocFonseca}



Show 18 more for "🧰 Extensions & Components"


Pandas Profiling
⭐ 59 · :octocat: Code
Pandas profiling component for Streamlit
^{by @okld}


Terran Timeline
⭐ 57 · :octocat: Code
Using Terran for creating video timelines
^{by @pento-group}


Ace
⭐ 49 · :octocat: Code
Streamlit component featuring the Ace code editor
^{by @okld}


Bokeh Events
⭐ 48 · :octocat: Code
A streamlit component for bi-directional communication with bokeh plots
^{by @ash2shukla}


Agraph
⭐ 36 · :octocat: Code
A Streamlit Graph Vis
^{by @ChrisChross}


D3 Demo
⭐ 31 · :octocat: Code
D3 in React in Streamlit tech demo
^{by @andfanilo}


Vega-Lite
⭐ 30 · :octocat: Code
A Streamlit component to render interactive Vega, Vega-Lite, and Altair visualizations ...
^{by @domoritz}


Observable
⭐ 28 · :octocat: Code
Embed Observable notebooks into Streamlit apps!
^{by @asg017}


Cropper
⭐ 28 · :octocat: Code
A simple image cropper for Streamlit
^{by @turner-anderson}


Auth0 with Next.js
⭐ 28 · :octocat: Code
Content shared at DS-OX Meetup
^{by @asehmi}


Analytics
⭐ 21 · :octocat: Code
Track & visualize user interactions with your streamlit app
^{by @jrieke}


Embedcode
⭐ 16 · :octocat: Code
Streamlit component for embedding code snippets such as GitHub gists, CodePen snippets,...
^{by @randyzwitch}


Lottie
⭐ 15 · :octocat: Code
Streamlit component to render Lottie animations
^{by @andfanilo}


3dmol
⭐ 14 · :octocat: Code
This project aims to provide an easy way to create a web app for interacting with molec...
^{by @napoles-uach}


Timeline
🐣 New · ⭐ 8 · :octocat: Code
A simple Streamlit Component to display a Timeline in Streamlit apps. It integrates Kni...
^{by @innerdoc}


Player
⭐ 6 · :octocat: Code
A streamlit component to embed video and music players from various websites
^{by @okld}


Disqus
⭐ 2 · :octocat: Code
A streamlit component to embed Disqus in your applications
^{by @okld}


Discourse
⭐ 1 · :octocat: Code
A streamlit component to embed Discourse topics in your applications
^{by @okld}





## 🎈 Official Demos





Udacity Self-driving Car
⭐ 800 · :octocat: Code
Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset w...
^{by @streamlit}


Face-GAN Explorer
⭐ 190 · :octocat: Code
A demonstration of using a live Tensorflow session to create an interactive face-GAN ex...
^{by @streamlit}


Uber Pickups in NYC
⭐ 150 · :octocat: Code
A Streamlit demo to interactively visualize Uber pickups in New York City
^{by @streamlit}


Deep Dream
⭐ 3 · :octocat: Code
A Streamlit demo demonstrating the Deep Dream technique. Adapted from the TensorFlow De...
^{by @streamlit}





## 📬 Contributing

Built or discovered a new streamlit app? I'd love to have it in this list! You can 

either:

- [Open an issue](https://github.com/jrieke/best-of-streamlit/issues/new/choose) with 

a link to the app/repo

- Add the app yourself by [editing projects.yaml directly online](https://github.com/jrieke/best-of-streamlit/edit/main/projects.yaml) 

(no forking required). Just add the following information at the end of this file:

    ```yaml

    - name: App Name  # required; keep it short

      homepage: link/to/deployment  # required; if not deployed, give repo link

      image: link/to/gif/png/jpg  # optional; if not given, will take screenshot of homepage

      github_id: owner/repo  # optional

      category: one of the categories below  # required

      show: True

    ```

    For `category`, choose one from below (e.g. `ml`) or leave empty if you are not 

    sure:

 

    ```yaml

    - category: ml

      title: 🤖 General Machine Learning

    - category: nlp

      title: 📚 Natural Language Processing

    - category: cv

      title: 👁️ Computer Vision

    - category: audio

      title: 🎵 Audio

    - category: sci-tech

      title: 🔬 Science & Technology

    - category: business

      title: 💰 Business & Economy

    - category: non-ml

      title: 🚀 Non-ML Apps

    - category: extension

      title: 🧰 Extensions & Components

    - category: demo

      title: 🎈 Official Demos

    ```

    *Note: The new app will not show up in the gallery directly. I first need to 

    re-generate the README.md file from projects.yaml after your changes are merged.*

- If you want to suggest any other change, feel free to [open an issue](https://github.com/jrieke/best-of-streamlit/issues/new/choose) 

as well :)




## Related Resources

- [**awesome-streamlit**](https://github.com/MarcSkovMadsen/awesome-streamlit): Website with several built-in streamlit apps and other resources

- [**Streamlit App Gallery**](https://www.streamlit.io/gallery): Official gallery with tweets about new streamlit apps

- [**Streamlit Components**](https://www.streamlit.io/components): Official collection of featured streamlit components

- [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics




## License

[![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/)