I attempted to use news sentiment about a company to predict and trade its shares in the stock market.
I used keyword based news extraction form news sites, and tried using embedding matrices to perform sentiment recognition.
I paired the extracted sentiment embeddings and combined it with the market data to predict the stock price, using a Long Short Term Memory network.
This is part of my code preservation effort, where I upload all my past codes to GitHub. This is not a complete project, and is not intended to be used for any purpose. It is merely a snapshot of my past work.
This project is archived and no longer maintained.