Predicting Upward and downward trends in the stock prices using Stacked LSTM. I have used here dataset from yahoo finance consisting real google stock prices(past 5 years(2012-2016)) as an input for predicting trends in stock prices of Jan 2017 but you can use any company stock prices for predicting the trends. If you have any query mail me at: readervarun97@gmail.com