Real-world uses

Created for this library

1. 1.

   A demand forecasting team uses squared loss in its production model because it penalizes large misses more strongly than absolute error.

2. 2.

   A pricing team uses squared loss in its demand model because the financial cost of large prediction errors scales super-linearly.

3. 3.

   A research team uses squared loss as the default for regression baselines because it has smooth, well-understood gradients.