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ches-001 / Price-Prediction-with-Recurrent-Neural-Networks-LSTMs-

LSTMs (Long Short Term Memory) RNN for prediction of price trends
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deep-learning lstm pytorch stock-price-prediction supervised-learning

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Price Prediction with Recurrent Neural Networks LSTMs

BTC-USD price prediction with deep learning algorithm. Artificial Neural Networks specifically LSTMs(Long Short Term Memory) RNN algorithm was implimented with pytorch deep learning framework and trained on BTC-USD dataset with data samples dating from 2014 up to 2020.

Pictorial View of the Test Result


Libraries Used

  • pandas
    • <li>Numpy</li>
<li>Pickle</li>
<li>Sci-KitLearn</li>
<li>Matplotlib</li>
<li>tqdm</li>
<li>Pytorch Deep Learning Framework</li>


    Setup

    clone the repository and download the 'requirement.txt' files, then open terminal in the working directory and type

    'pip install -r requirements.txt'
    to install all the requirements for this project.