Commit Graph

8 Commits

Author SHA1 Message Date
Manuel Raimann 74cf0643eb perf: replace RNG mutex with per-call seed derivation in stateless samplers
- Replace Mutex<fastrand::Rng> with a stored seed + MurmurHash3 mixer
  in RandomSampler, TpeSampler, and MotpeSampler so parallel workers
  no longer serialize on a shared lock
- Add mix_seed() and distribution_fingerprint() to rng_util for
  deterministic per-call RNG derivation from (seed, trial_id, distribution)
- Include an AtomicU64 call counter to disambiguate parameters that
  share the same distribution within a trial
2026-02-12 14:44:19 +01:00
Manuel Raimann e68a3788be refactor: move RandomMultiObjectiveSampler into sampler::random 2026-02-12 13:21:37 +01:00
Manuel Raimann 1f1e9d1779 refactor(docs): Documentation Overhaul 2026-02-12 12:49:24 +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
Manuel Raimann 0e8fc82201 refactor: update random number generation to use rand::make_rng() and upgrade rand to version 0.10 2026-02-10 09:30:39 +01:00
Manuel Raimann 3898136341 Refactor 2026-01-30 19:21:54 +01:00
Manuel Raimann 530faba61c refactor: rename library from optimize to optimizer 2026-01-30 18:08:13 +01:00
Manuel Raimann 4db6e56466 Initial Implementation 2026-01-30 17:24:56 +01:00