EWSNet. The Early Warning Signal Network

Lets anticipate critical transitions in complex systems !

EWSNet is a deep learning model trained to anticipate transitions and regime shifts in complex dynamical systems. This website provides a working example of a trained EWSNet model that runs in your browser and can be used to make predictions on time series data. For the broader general audience, we begin with an introduction to machine learning and how EWSNet fits into the context.

( Real Data )