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cryptocurrency-prediction

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crypto_price_prediction

Bitcoin price prediction using both traditonal machine learning and deep learning techniques, based on historical price and sentiment extracted from Twitter posts. Fear of missing out analysis after Elon Musk tweeted about Dogecoin.

  • Updated May 5, 2022
  • Jupyter Notebook

This repository implements the Prophet model for predicting prices of financial instruments like currencies, stocks, and cryptocurrencies. It uses gradient boosting techniques to capture complex patterns in price movements, enhancing forecast accuracy and robustness for financial predictions.

  • Updated Dec 22, 2024
  • Python

This repository implements an SARIMAX model for predicting financial instrument prices (stocks, currencies, cryptocurrencies). The model uses gradient boosting to capture complex price patterns and handle diverse dataset characteristics for accurate price forecasting.

  • Updated Dec 22, 2024
  • Python

This repository implements a Random Forest Regressor for price prediction in financial markets, including stocks, currencies, and cryptocurrencies. It uses gradient boosting techniques to improve the model's accuracy and robustness for forecasting financial data across different datasets.

  • Updated Dec 22, 2024
  • Python

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