3 Commits

Author SHA1 Message Date
Manuel Raimann 47b5f9cec8 feat: unify optimize and optimize_with via blanket Objective impl
- Add blanket `impl Objective<V> for Fn(&mut Trial) -> Result<V, E>`
  so closures work directly with `optimize`
- Rewrite optimize, optimize_async, optimize_parallel to accept
  `impl Objective<V>` with before_trial/after_trial hooks
- Remove optimize_with, optimize_with_async, optimize_with_parallel
- Remove max_retries and retry logic from Objective trait
- Add explicit closure type annotations for HRTB inference
- Convert FnMut test closures to Fn via RefCell/Cell
2026-02-12 13:09:14 +01:00
Manuel Raimann 36c6262dbc refactor: remove visualization and fanova feature flags
Always build visualization and fanova code unconditionally.
2026-02-11 23:06:28 +01:00
Manuel Raimann e359392a00 feat: add HTML visualization reports with Plotly.js charts
Add a `visualization` feature flag that generates self-contained HTML
reports with interactive Plotly.js charts for offline visualization of
optimization results. Charts include optimization history, slice plots,
parallel coordinates, parameter importance, trial timeline, and
intermediate values (learning curves).
2026-02-11 20:12:35 +01:00