Commit Graph

4 Commits

Author SHA1 Message Date
Manuel Raimann d20f09c66a refactor: shorten sampler type names
- GridSearchSampler → GridSampler
- DifferentialEvolutionSampler → DESampler
- DifferentialEvolutionStrategy → DEStrategy
- DifferentialEvolutionSamplerBuilder → DESamplerBuilder
2026-02-12 13:19:06 +01:00
Manuel Raimann 6a4b27c46f refactor: move all type re-exports out of crate root into their modules
- Sampler, pruner, storage, parameter, and multi_objective types are no
  longer re-exported at the crate root; access via module paths instead
  (e.g. optimizer::sampler::TpeSampler, optimizer::parameter::FloatParam)
- Prelude continues to re-export everything for convenience
- Add module-level pub use re-exports in sampler/mod.rs and parameter.rs
- Update derive macro to reference optimizer::parameter::Categorical
- Rename sampler::differential_evolution to sampler::de
- Fix all downstream imports in tests, benches, and doctests
- Fix all rustdoc intra-doc links to use explicit module paths
2026-02-12 12:49:24 +01:00
Manuel Raimann 24a0bdd473 feat: add Differential Evolution sampler
Population-based optimizer with mutation + crossover. Supports three
strategies (Rand1, Best1, CurrentToBest1), configurable F and CR,
and auto-sized populations. No extra dependencies needed.
2026-02-11 22:04:23 +01:00
Manuel Raimann 8239cc58a1 refactor: replace rand 0.10 with fastrand 2.3
fastrand is smaller, faster, and has no dependencies. Add rng_util
helper for f64 range generation since fastrand lacks a built-in
equivalent. Migrate all samplers, KDE modules, and fANOVA to use
fastrand's concrete Rng type instead of rand's trait-based generics.
2026-02-11 21:54:34 +01:00