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
Install Requirement Files
clone the repository or download the 'requirement.txt' files, then open terminal in the working directory and type
NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.