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

Last update: Nov 12, 2021

Overview

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

'pip install -r requirements.txt'

to install all the requirements for this project.

Owner

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