fasttreeid - Identifies Parameters in a Tree-Shaped SCM
Implements the algorithm by Briefs and Bläser (2025)
<https://openreview.net/forum?id=8PHOPPH35D>, based on the
approach of Gupta and Bläser (2024)
<doi:10.1609/aaai.v38i18.30023>. It determines, for a
structural causal model (SCM) whose directed edges form a tree,
whether each parameter is unidentifiable, 1-identifiable or
2-identifiable (other cases cannot occur), using a randomized
algorithm with provable running time O(n^3 log^2 n).