Template to create ML apps using Streamlit and deploy it on Heroku. Should work nicely and easily. Just click Use this Template button on the top-right and name your app.
Detailed tutorial available in Towards Data Science:
Show your ML Project to the Internet in Minutes
Instruction for a quick run:
- Use this template, change the name to yours.
- (can skip this step if you just wanna deploy my dummy app for now) Develop your streamlit app in
app/streamlit_app.py. Try locally usingstreamlit run app/streamlit_app.py. Remembers to adjustrequirements.txtwith your required python packages and python version inruntime.txt. - Deploy to Heroku by connecting this repo to you Heroku project. It should recognize everything automatically and just deploy to
https://yourname.herokuapp.comfor free (if you selected free tier).
This template app is currently automatically deployed to https://streamlit-heroku-template.herokuapp.com/ (you can deploy your version just with the different app name)
- Streamlit : https://www.streamlit.io/
- Deploying the app on Heroku: https://towardsdatascience.com/deploy-streamlit-on-heroku-9c87798d2088