salib-core — foundational types for the salib sensitivity-analysis
library.
Owns the experiment-level vocabulary that every other salib crate
composes against: [Problem], [Factor], the closed [Distribution]
enum, [rng::RngState] (multi-stream ChaCha20 with deterministic
salt-derived forking), and the [reduce] primitives
([reduce::tree_sum], [reduce::tree_dot], [reduce::tree_var] and
their par_ variants).
Same architectural family as Python's SALib, R's sensitivity, and
MATLAB's UQLab.
Determinism
salib-core is the determinism floor every sampler and estimator
stands on:
- [
rng::RngState] is a serializable RNG identity. Recording it lets a verifier reconstruct any SA campaign's RNG stream. - [
reduce] reductions defeat the float-associativity nondeterminism that naivepar_iter().sum()overf64produces under rayon. Bit-identical regardless of thread count.