Releases
v2.1.0
Compare
Sorry, something went wrong.
No results found
gitrdm
released this
04 Sep 21:45
v2.1.0
Added
Causal reasoning v2 (Section 7): Structural Ranking Models (SRM) with surgery (do()), stable reasons (causation), and total effects in rank space.
Ranked CI + PC discovery with v-structures and Meek R1/R2 orientation.
Identification utilities: backdoor/frontdoor admissibility and τ-based effect estimation.
Explanations: minimal repairs (enumeration; optional CP-SAT) and root-cause DOT export.
New examples: examples/causal_boolean_circuit_srm.py, examples/causal_srm_identification_demo.py.
Optional extras (pyproject.toml) for solver backends: cp-sat, maxsat, asp, z3.
Changed
Expanded documentation: Section 7 design + checklist; updated causal tutorial; enriched README.
Clarified belief propagation and Spohn conditionalization notes.
Notes
Remaining gaps planned for future minors: Meek R3/R4, FCI/PAG, c-representations/SMT, measurement/IC axioms.
You can’t perform that action at this time.