price-prediction

Price Prediction using Deep Learning Introduction This repository uses recurrent neural networks to predict the price of any stock, currency or cryptocurrency ( any market that yahoofin library supports ) using keras library. Getting Started to use this repository, install required packages Python 3.6 keras==2.2.4 sklearn==0.20.2 numpy==1.16.2 pandas==0.23.4 matplotlib==2.2.3 yahoofin using the following command: Dataset Dataset is downloaded automatically using yahoofin package and stored in data folder. click here for more information about different tickers. Example Output Training logs are stored in logs folder that can be opened using tensorboard, as well as model weights in results folder. Next Steps Fine tune model parameters ( nlayers, RNN cell, number of units, etc.) Tune training parameters ( batchsize, optimizer, etc. ) Try out different markets such as NFLX (Netflix), AAPL (Apple) by setting the ticker parameter