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facebook-prophet

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Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of MACD, Bollinger and SuperTrend strategy

  • Updated Nov 29, 2022
  • Python

The prediction of the Microsoft stock value is addressed pursuing two distinct strategies: 1 starting from solely the company's stock data, 2 leveraging also the overall sentiment towards the company extracted from Twitter and the records related to the ongoing pandemic.

  • Updated Jan 23, 2021
  • Python

Forecasting app that utilizes a customizable forecasting model that trains on historical stock data using the Meta Prophet library. Integrated multiple APIs, such as the Yahoo Finance API, to pull stock ticker data as well as relevant news articles. Frontend built with Streamlit and Plotly to provide an intuitive UI with interactive charts.

  • Updated Aug 3, 2024
  • Python

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