Real-world uses

Created for this library

1. 1.

   A retail forecasting team treats each store-week-SKU row as one instance with associated features and a sales label.

2. 2.

   A churn team treats each customer-month as one instance so the model is evaluated on monthly cancellation outcomes.

3. 3.

   An NLP team treats each sentence in a corpus as one instance for its classifier on customer feedback.