User Guides

The usage guide is the place to start: it explains the procedure and gives a recipe for each part of the library. End-to-End follows one simulated experiment from raw data to certified claims: fitting an uplift model, distilling it into a decision tree, and testing and pruning the tree with trickle down. Reproducing the Paper works through the calculations of [Wil26] in the paper’s order.

• trickle-down Usage Guide
• End-to-End: From Uplift Model to Certified Claims
• Reproducing the Paper