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In this Deep Learning Application, we have used the price data for Bitcoin to forecast its price in a specified future window. We have used the Tensorflow and Keras APIs to build a stacked LSTM model.

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Data-Science-Community-SRM/Cryptocurrency-Price-Prediction

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📈Bitcoin Price Prediction📈

In this Deep Learning Application, we have used the price data for Bitcoin to forecast its price in a specified future window. We have used the Tensorflow and Keras APIs to build a stacked LSTM model.


DOCS UI Streamlit App

Preview

Functionalities

  • Predicts Prices of Bitcoin [BTC]
  • The forecast time window can be set by the user
  • The user can check the candlestick graph that displays the high,low,open,close of Bitcoin [BTC]

Instructions to run

  • To install Streamlit and other dependencies, use the given pip command.
pip install -r requirements.txt
  • Download the zip file from our repository and unzip into the desired directory.

Running Streamlit scripts is incredibly easy. All you need to do is enter the following line in your terminal.

streamlit run app0.py

Contributors

Aryan Karoliwal

Aryan Karoliwal

Abhay Lal

Abhay Lal

License

License

Made with ❤️ by DS Community SRM

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In this Deep Learning Application, we have used the price data for Bitcoin to forecast its price in a specified future window. We have used the Tensorflow and Keras APIs to build a stacked LSTM model.

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