https://github.com/skykery/stock-forecaster
Forecast stock prices using yfinance, fbprophet, scrapy and fastAPI.
https://github.com/skykery/stock-forecaster
chartjs fastapi fbprophet pandas python
Last synced: about 1 month ago
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Forecast stock prices using yfinance, fbprophet, scrapy and fastAPI.
- Host: GitHub
- URL: https://github.com/skykery/stock-forecaster
- Owner: skykery
- License: mit
- Created: 2023-02-07T13:22:10.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2023-02-07T13:53:04.000Z (over 3 years ago)
- Last Synced: 2024-12-30T00:34:49.523Z (over 1 year ago)
- Topics: chartjs, fastapi, fbprophet, pandas, python
- Language: Python
- Homepage:
- Size: 148 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# stock-forecaster
Forecast stock prices using yfinance, fbprophet, scrapy and fastAPI.
The stock list is scraped using a Scrapy spider and used as input options for the user.
A user can choose an existing stock from the prefilled stock names and symbols.
The fastAPI app will handle the input, get the stock history using yfinance and do the necessary transformation for the fbprophet model input.
A new model will be created using fbprophet and it will forecast a number of x values (5Y as default).
Everything will be rendered using Jinja, Chartjs and picocss.
The project is live at https://stock-forecaster.techwetrust.com/
