MYNT

Mynt is a tool to help you predict future close prices for any given stock tickers.

Should I have faith in the predictions?

Absolutely not.

How it works

Mynt uses an LSTM network to predict close prices for a user-specified number of days in the future. The training data is downloaded via Alpha Vantage.

Usage

First get an API key from Alpha Vantage. To train a model for a particular ticker

model = getOrTrainModel(alpha_vantage_api_key, 'GE', scaler, epochs=100, look_back=look_back)

To predict future close prices for a stock

prediction = predictFuture(model, num_days_to_predict, show_plot, scaler, look_back=look_back)

Refer to app.py, for a working example.

Future Enhancements

• Allow multiple data sources, including for cryptocurrencies (only alphavantage at the moment)
• Any suggestions?