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 |
No published applications observed using this technique yet.
Teardown coverage accrues forward — the taxonomy is the map, the count is the honest state of it.
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