Manuel Raimann 947701e83f feat: add Gaussian Process sampler with Expected Improvement ...

Implement a classical Bayesian optimization sampler using a GP surrogate
with Matérn 5/2 kernel and Expected Improvement acquisition function.
Feature-gated behind `gp = ["dep:nalgebra"]`.

2026-02-11 21:27:40 +01:00

..

async_tests.rs

Implement Parameters API

2026-02-06 18:54:55 +01:00

bohb_integration.rs

feat: add BOHB sampler for budget-aware Bayesian optimization

2026-02-11 18:42:09 +01:00

cma_es_tests.rs

feat: add CMA-ES sampler behind cma-es feature flag

2026-02-11 18:31:12 +01:00

derive_tests.rs

Implement Parameters API

2026-02-06 17:15:47 +01:00

export_tests.rs

feat: add CSV and JSON data export for visualization

2026-02-11 20:02:35 +01:00

fanova_tests.rs

feat: add fANOVA parameter importance via random forest

2026-02-11 20:51:24 +01:00

gp_tests.rs

feat: add Gaussian Process sampler with Expected Improvement

2026-02-11 21:27:40 +01:00

importance_tests.rs

feat: add parameter importance via Spearman rank correlation

2026-02-11 18:56:19 +01:00

integration.rs

feat: add constraint handling with feasibility-aware trial ranking

2026-02-11 18:49:08 +01:00

median_pruner_tests.rs

feat: add trial user attributes for logging and analysis

2026-02-11 17:18:17 +01:00

multi_objective_tests.rs

feat: add multi-objective optimization with NSGA-II

2026-02-11 19:35:18 +01:00

multivariate_tpe_integration.rs

Implement Parameters API

2026-02-06 18:54:55 +01:00

parameter_tests.rs

Implement Parameters API

2026-02-06 17:15:47 +01:00

serde_tests.rs

feat: add optimize_with_checkpoint() and atomic save writes

2026-02-11 17:37:57 +01:00

test_functions.rs

feat: add benchmark suite with criterion and standard test functions

2026-02-11 19:05:33 +01:00

threshold_pruner_tests.rs

feat: add ThresholdPruner for fixed-bound trial pruning

2026-02-11 16:28:22 +01:00

user_attr_tests.rs

feat: add trial user attributes for logging and analysis

2026-02-11 17:18:17 +01:00

visualization_tests.rs

feat: add HTML visualization reports with Plotly.js charts

2026-02-11 20:12:35 +01:00