4 Commits

Author SHA1 Message Date
Manuel Raimann b36137bc96 feat: add benchmark suite with criterion and standard test functions
Add micro-benchmarks for TPE, Random, and Grid samplers with varying
history sizes, end-to-end optimization benchmarks on Sphere and
Rosenbrock, and a convergence tracking example that outputs CSV data.
Includes 6 standard test functions (Sphere, Rosenbrock, Rastrigin,
Ackley, Branin, Hartmann6) with correctness tests at known optima.
2026-02-11 19:05:33 +01:00
Manuel Raimann 5dc81fa0ab Implement Parameters API
- Add `.name()` builder method on all 5 parameter types for custom labels
- Add `CompletedTrial::get(&param)` for typed parameter access
- Add `Display` impl on `ParamValue`
- Add prelude module at `optimizer::prelude::*`
- Shadow `_with_sampler` methods on `Study<f64>` so `optimize()` auto-uses
  the configured sampler; deprecate `_with_sampler` variants
- Use runtime `Any` downcasting with `trial_factory` to avoid E0592
- Update all examples and tests to use the new API

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-06 18:54:55 +01:00
Manuel Raimann 55e50e6afb Implement Parameters API 2026-02-06 17:15:47 +01:00
Manuel Raimann af8a9f7638 feat: add examples for async API parameter optimization and ML hyperparameter tuning 2026-01-31 11:56:50 +01:00