{"id":25423935,"url":"https://github.com/rafapi/fastapi-prophet","last_synced_at":"2025-10-31T14:30:44.541Z","repository":{"id":54589641,"uuid":"279808680","full_name":"rafapi/fastapi-prophet","owner":"rafapi","description":"Stock Market predictions with Prophet and 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Stock Market predictions with Prophet and FastAPI\n\n\u003cp align=\"left\"\u003e\n   \u003cimg src=\"https://github.com/rafapi/fastapi-prophet/workflows/Continuous%20Integration/badge.svg?branch=master\"\u003e\n   \u003ca href=\"https://github.com/rafapi/fastapi-prophet\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://codecov.io/gh/rafapi/fastapi-prophet/branch/master/graph/badge.svg\" alt=\"Coverage\"\u003e\n   \u003c/a\u003e\n   \u003cimg src=\"https://img.shields.io/github/license/rafapi/fastapi-prophet\"\u003e\n   \u003cimg src=\"https://img.shields.io/github/last-commit/rafapi/fastapi-prophet\"\u003e\n   \u003cimg src=\"https://img.shields.io/badge/python-%3E%3D3.7-brightgreen\" alt=\"Python 3.7 3.8 3.9\" title=\"mvenv supports Python 3.7 and above\"\u003e\u003c/a\u003e\n\u003c/p\u003e\nTrain prophet models and run stock market predictions for a given ticker\n\n## Details\n* Dev dependencies\n  * FastAPI: https://fastapi.tiangolo.com\n  * Docker: https://docs.docker.com/\n  * SQLAlchemy-Core: https://docs.sqlalchemy.org/en/14/core\n  * Databases (Async SQLAlchemy Core queries): https://github.com/encode/databases\n  * fbprophet (Time Series forecasting): https://facebook.github.io/prophet\n  * yfinance (market data downloader): https://github.com/ranaroussi/yfinance\n* Testing:\n  * pytest: https://docs.pytest.org/en/stable\n  * pytest-cov: https://github.com/pytest-dev/pytest-cov\n  * Codecov: https://docs.codecov.io\n* Linting and Formatting:\n  * black: https://github.com/psf/black\n  * flake8: https://flake8.pycqa.org/en/latest\n  * isort: https://pycqa.github.io/isort\n* Continuous Integration by Github Actions\n\n## Actions\n* Train the model for a ticker\n* Check the weekly prediction for a previously trained ticker\n* Check the weekly prediction for all the trained tickers\n\n#### CRUD\n   * Create prediction for that ticker\n   * Read results for all tickers or for individual ones\n   * Updating the info for a ticker should be done by creating a new one due to its time-sensitiveness \n   * Delete a specific ticker\n\n## Future additions\n* Authentication\n* Extra information fields based on third-party content\n* Add plots and images if available from source\n* Input training timeframe\n* User Interface\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frafapi%2Ffastapi-prophet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frafapi%2Ffastapi-prophet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frafapi%2Ffastapi-prophet/lists"}