README.md

May 3, 2021 · View on GitHub

best-of-streamlit

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

This curated list contains 100 streamlit 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. You can also browse other 🏆 best-of lists or create your own.

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🤖 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 with a link to the app/repo

Add the app yourself by editing projects.yaml directly online (no forking required). Just add the following information at the end of this file:

- 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:

- 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 as well :)

awesome-streamlit: Website with several built-in streamlit apps and other resources
Streamlit App Gallery: Official gallery with tweets about new streamlit apps
Streamlit Components: Official collection of featured streamlit components
Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics