Skip to content

Use machine learning to guide your trading. Stock ๐Ÿ†™ uses Facebook Research's Prophet model to predict equities # based on historical prices.

License

Notifications You must be signed in to change notification settings

aaronwangj/StockUp

Folders and files

NameName
Last commit message
Last commit date

Latest commit

ย 

History

25 Commits
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 

Repository files navigation

Stock ๐Ÿ†™

Use machine learning to guide your trading. Stock ๐Ÿ†™ uses Facebook Research's Prophet model to predict equities # based on historical prices. Read the Prophet paper here.

Requirements

Use the package manager pip to install the application's dependencies.

pip install -r requirements.txt

Usage

Navigate to the project directory and start the Streamlit server.

streamlit run app.py

Landing Page

Model Predictions

Regression Data

Intraday Trading Data

Forecast Components

Raw Data on Recent Trading Days

Deployment

The application is deployed through Streamlit Sharing and can be found here. The project also supports Heroku deployment.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT

About

Use machine learning to guide your trading. Stock ๐Ÿ†™ uses Facebook Research's Prophet model to predict equities # based on historical prices.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published