Real-world uses

Created for this library

1. 1.

   An advertising platform retrains its click model online to keep up with rapidly changing inventory and user behavior.

2. 2.

   A fraud team operates online updates so the model can react to new attack patterns between scheduled retrains.

3. 3.

   A retail demand team operates online forecasting for promotions where day-of behavior shifts quickly with social signals.