itsaugat/stock-price-prediction

Predicting Stock Price Movement (S&P 500) using LSTM, CNN

Stock Price Prediction

This project is based on the implementation of https://github.com/Currie32/Predicting-the-Dow-Jones-with-Headlines to predict the stock price movement of S&P 500.

The dataset can be found here. It contains news dataset from Bloomberg & Reuters from 20061020 to 20131126 originally released in the paper [1].

[1] Ding, Xiao, Yue Zhang, Ting Liu and Junwen Duan. “Deep Learning for Event-Driven Stock Prediction.” IJCAI (2015).