zeynepCankara / Stock-Price-Predictor-BIST100

LSTM models on Keras. Predicting stock price trends of BIST100.

Stock Price Prediction on Turkish Stock Index BIST100 🔥

• Practising RNN modals. Predicting stock price trends of BIST100 from 22 October 2017 to 22 April 2018. 📈 📉

• 5 year period of training data taken from Yahoo finance website to train the LSTM recurrent neural network.

• RNN with 60 time-steps using Dropout regularization in order to prevent overfitting.

Results

🔜 Further improvements will also detect volatile times in the market, taking account the risk.