TECHNIQUE
Predictive & Classical ML
| Name | Kind | When | Maturity |
|---|---|---|---|
| CausalML | library | uplift trees and meta-learners for who-to-target decisions | established |
| EconML | library | heterogeneous treatment effects with ML estimators and confidence intervals | established |
| DoWhy | library | causal assumptions made explicit as graphs with built-in refutation tests | established |