Cambridge UK temperature forecast python notebooks

CambridgeTemperatureNotebooks

Time series and other models for Cambridge UK temperature forecasts in python

If you like CambridgeTemperatureNotebooks, give it a star, or fork it and contribute!

Summary of single step-ahead predictions using simple Long Short Term Memory model with 12 hours of lagged variables plus test time augmentation:

These predictions are for separate test data from 2019. RMSE is 7.26 and MAE is 3.71.

GitHub

https://github.com/makeyourownmaker/CambridgeTemperatureNotebooks