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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

bist100 prediction graph

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

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

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