Long Short Term Memory

This is the latest model I have built. The applications for this model are pretty much limitless seeing as it can be used for any time-series data. Through the use of this model, I can accurately predict station data as well as seasonal data. This model also has use in industry seeing as the data would be produced by unbiased machines.

Below is a diagram of how the model works as well as some predictions on the stock market I made with the model.