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

LSTMs (Long Short Term Memory) RNN for prediction of price trends

Primary LanguagePython

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
  • Numpy
  • Pickle
  • Sci-KitLearn
  • Matplotlib
  • tqdm
  • Pytorch Deep Learning Framework

    • 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.