Functions — github.com/blackrock/HOLA

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Functions1,098 in github.com/blackrock/HOLA

⨍ Functions 1,098◇ Types & classes 115↳ Endpoints 1

Method__init__

(self)

hola-py/benchmarks/adapters/random_double.py:31

Method__repr__

(&self, py: Python<'_>)

hola-py/src/lib.rs:355

Method_evaluate

(self, x: np.ndarray, out: dict[str, Any], *args: Any, **kwargs: Any)

hola-py/benchmarks/adapters/pymoo_single.py:44

Method_evaluate

(self, x: np.ndarray, out: dict[str, Any], *args: Any, **kwargs: Any)

hola-py/benchmarks/adapters/pymoo_multi.py:46

Function_factory

(**kwargs)

hola-py/tests/conftest.py:157

Method_server

(self, running_server)

hola-py/tests/test_server.py:41

Method_server

(self, running_server)

hola-py/tests/test_server.py:298

Method_server

(self, running_server)

hola-py/tests/test_server.py:372

Function_sphere

(params)

hola-py/tests/test_study_advanced.py:368

Functionackley

Ackley. Domain: xi in [-32.768, 32.768]. Min: 0.

hola-py/benchmarks/functions/single_objective.py:146

FunctionapplyObjectives

()

dashboard/app.js:1262

Methodauto_seed

Create a random strategy with an automatically chosen seed.

opt_engine/src/strategies/random.rs:84

Methodauto_seed

Create a new Sobol' strategy with an automatically chosen seed.

opt_engine/src/strategies/sobol.rs:133

Methodauto_seed

Create a GMM strategy with an automatically chosen seed and the given parameters.

opt_engine/src/strategies/gmm.rs:746

FunctionbeforeParse

(window)

dashboard/tests/xss_dom.test.mjs:100

Functionbukin_6

Bukin N.6. Domain: x1 in [-15, -5], x2 in [-3, 3]. Min: 0.

hola-py/benchmarks/functions/single_objective.py:63

Methodclamp

Snap an out-of-bounds point to the nearest valid value. The default implementation is a no-op; override this for spaces where clamping is meaningful

opt_engine/src/traits.rs:49

FunctionclearApiToken

()

dashboard/app.js:62

Functioncli_binary

Build the CLI binary once per session and return its path.

hola-py/tests/conftest.py:79

Methodclone

(&self)

opt_engine/src/strategies/random.rs:64

Methodcompare_best

(a: &Trial<D, f64>, b: &Trial<D, f64>)

opt_engine/src/leaderboard.rs:513

Methodcompare_worst

(a: &Trial<D, f64>, b: &Trial<D, f64>)

opt_engine/src/leaderboard.rs:520

Methodcontains

(&self, _point: &Self::Domain)

opt_engine/src/strategies/random.rs:227

Methodcontains

(&self, point: &Self::Domain)

opt_engine/src/strategies/sobol.rs:368

Methodcontains

(&self, point: &i64)

opt_engine/src/spaces/discrete.rs:54

Methodcontains

(&self, point: &f64)

opt_engine/src/spaces/continuous.rs:60

Methodcontains

(&self, point: &Self::Domain)

opt_engine/src/spaces/combinators.rs:34

Methodcontains_trial_id

Return whether a trial with the given ID is stored. O(1): backed by the same internal id index as [`get`](Self::get).

opt_engine/src/leaderboard.rs:460

Functioncreate_router_with_dashboard

Create the Axum router with the dashboard served from a local directory. API routes under `/api/*` take priority; all other paths fall through to ser

hola/src/server.rs:650

Functioncross_in_tray

Cross-in-Tray. Domain: x1, x2 in [-10, 10]. Min: -2.06261.

hola-py/benchmarks/functions/single_objective.py:69

Methodcrowded_compare

Compare two ranked trials using NSGA-II crowded comparison. Returns `Ordering::Less` if `self` is preferred over `other`. Prefers lower rank, then hi

opt_engine/src/leaderboard.rs:1394

Methodcrowding_distance

( trials: &[Trial<D, BTreeMap<String, f64>>], )

opt_engine/src/leaderboard.rs:1178

Functiondecide_exec_outcome_invalid_json_cancels

()

hola-cli/src/main.rs:667

Functiondecide_exec_outcome_nonzero_exit_cancels

()

hola-cli/src/main.rs:658

Functiondecide_exec_outcome_truncated_stdout_cancels_distinctly

()

hola-cli/src/main.rs:676

Functiondecide_exec_outcome_zero_exit_valid_json_tells

()

hola-cli/src/main.rs:647

Methoddefault

()

hola/src/hola_engine.rs:258

Methoddefault

()

opt_engine/src/traits.rs:190

Methoddefault

()

opt_engine/src/leaderboard.rs:179

Methoddefault

Back-compat default for checkpoints written before the tag existed, which stored a single scalar observation per trial.

opt_engine/src/persistence.rs:71

Methoddefault

Deterministic default using a fixed seed of 0. `Default` must honor the reproducibility contract, so it delegates to `Self::new(0)` rather than `auto

opt_engine/src/strategies/random.rs:95

Methoddefault

Deterministic default using a fixed seed of 0. `Default` must honor the reproducibility contract, so it delegates to `Self::new(0)` rather than `auto

opt_engine/src/strategies/sobol.rs:144

Methoddefault

()

opt_engine/src/strategies/gmm.rs:868

Functiondefault_checkpoint_interval

()

hola/src/hola_engine.rs:730

Functiondefault_checkpoint_path

()

hola/src/server.rs:167

Methoddefault_exploration_budget

Compute the default exploration budget from the paper's formula, rounded down to the nearest power of two to preserve the balanced space-filling prope

hola/src/hola_engine.rs:448

Functiondefault_priority

()

hola/src/hola_engine.rs:662

Functiondefault_scale

()

hola/src/hola_engine.rs:639

Methoddeserialize

(deserializer: D)

hola/src/hola_engine.rs:509

Functiondeserialize_atomic

(deserializer: D)

opt_engine/src/strategies/random.rs:55

Functiondeserialize_atomic

(deserializer: D)

opt_engine/src/strategies/sobol.rs:101

Functiondeserialize_counter

(deserializer: D)

opt_engine/src/strategies/gmm.rs:706

Functiondeserialize_gmm_params

(deserializer: D)

opt_engine/src/strategies/gmm.rs:725

Methoddimensionality

(self)

hola-py/benchmarks/problems/registry.py:33

Methoddimensionality

(self)

hola-py/benchmarks/problems/registry.py:54

Methoddimensionality

(self)

hola-py/benchmarks/problems/registry.py:83

Methoddimensionality

(&self)

opt_engine/src/test_helpers.rs:35

Methoddimensionality

(&self)

opt_engine/src/spaces/discrete.rs:64

Methoddimensionality

(&self)

opt_engine/src/spaces/categorical.rs:69

Methoddimensionality

(&self)

opt_engine/src/spaces/continuous.rs:74

Methoddominates

Check if trial `a` dominates trial `b` (all objectives better or equal, at least one strictly better). Assumes minimization for all objectives. NaN

opt_engine/src/leaderboard.rs:764

Functiondrop_wave

Drop-Wave. Domain: x1, x2 in [-5.12, 5.12]. Min: -1.

hola-py/benchmarks/functions/single_objective.py:78

Functiondtlz1

DTLZ1: linear Pareto front (hyperplane). k = n - M + 1 = 4 standard.

hola-py/benchmarks/functions/dtlz.py:33

Functiondtlz1_pareto_front

DTLZ1 Pareto front: linear hyperplane sum(f_i) = 0.5.

hola-py/benchmarks/functions/dtlz.py:114

Functiondtlz2

DTLZ2: spherical Pareto front. k = n - M + 1 = 9 standard.

hola-py/benchmarks/functions/dtlz.py:53

Functiondtlz2_pareto_front

DTLZ2/3/4 Pareto front: unit sphere in first quadrant, sum(f_i^2) = 1.

hola-py/benchmarks/functions/dtlz.py:123

Functiondtlz3

DTLZ3: spherical front with multimodal g (many local fronts). k = 9 standard.

hola-py/benchmarks/functions/dtlz.py:71

Functiondtlz4

DTLZ4: spherical front with biased density. k = 9 standard.

hola-py/benchmarks/functions/dtlz.py:91

Methodeffective_workers

(self)

hola-py/benchmarks/runner/config.py:34

Functionegg_holder

Egg Holder. Domain: x1, x2 in [-512, 512]. Min: -959.6407.

hola-py/benchmarks/functions/single_objective.py:85

FunctionexportData

()

dashboard/app.js:1306

Methodfit_from_samples

Fit the GMM to normalized samples. This updates the internal GMM parameters based on the provided samples.

opt_engine/src/strategies/gmm.rs:768

Functionflaky_objective

(params)

hola-py/tests/test_hola.py:550

Methodfmt

(&self, f: &mut std::fmt::Formatter<'_>)

hola/src/hola_engine.rs:242

Methodfor_objectives

(objectives: &[ObjectiveConfig])

hola/src/hola_engine.rs:989

Functionfree_port

Return an available TCP port.

hola-py/tests/conftest.py:73

Methodfrom

(data: LeaderboardData<D, Obs>)

opt_engine/src/leaderboard.rs:149

Methodfrom

(gc: GaussianComponent)

opt_engine/src/strategies/gmm.rs:178

Methodfrom_config

Build a HolaEngine from a StudyConfig (parsed from YAML/JSON).

hola/src/hola_engine.rs:1653

Methodfrom_json

Parse a checkpoint from a JSON string, validating the format version cheaply before the full parse.

opt_engine/src/persistence.rs:196

Methodfrom_strs

Convenience constructor from string slices.

opt_engine/src/spaces/categorical.rs:43

Methodfrom_unit_cube

(&self, vec: &[f64])

opt_engine/src/test_helpers.rs:43

Functiongbr_diabetes

Minimize negative R^2 of a GBR on the diabetes dataset. Parameters: n_estimators (int), max_depth (int), learning_rate, subsample.

hola-py/benchmarks/functions/real_world.py:27

Functiongramacy_lee

Gramacy & Lee (2012). Domain: x in [0.5, 2.5]. Min: ~-0.869.

hola-py/benchmarks/functions/single_objective.py:44

Functionhandle_ask

( State(state): State<Arc<ServerState>>, headers: HeaderMap, )

hola/src/server.rs:318

Functionhandle_cancel

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Json(req): Json<CancelRequest>, )

hola/src/server.rs:368

Functionhandle_checkpoint_save

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Json(req): Json<SaveCheckpointRequest

hola/src/server.rs:500

Functionhandle_events

( State(state): State<Arc<ServerState>>, headers: HeaderMap, )

hola/src/server.rs:551

Functionhandle_get_objectives

( State(state): State<Arc<ServerState>>, headers: HeaderMap, )

hola/src/server.rs:465

Functionhandle_pareto_front

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Query(q): Query<ParetoQuery>, )

hola/src/server.rs:391

Functionhandle_space

( State(state): State<Arc<ServerState>>, headers: HeaderMap, )

hola/src/server.rs:474

Functionhandle_tell

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Json(req): Json<TellRequest>, )

hola/src/server.rs:329

Functionhandle_top_k

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Query(q): Query<TopKQuery>, )

hola/src/server.rs:380

Functionhandle_trial

( State(state): State<Arc<ServerState>>, headers: HeaderMap, AxumPath(trial_id): AxumPath<u64>,

hola/src/server.rs:415

Functionhandle_trial_count

( State(state): State<Arc<ServerState>>, headers: HeaderMap, )

hola/src/server.rs:438

Functionhandle_trials

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Query(q): Query<TrialsQuery>, )

hola/src/server.rs:403

Functionhandle_update_objectives

( State(state): State<Arc<ServerState>>, headers: HeaderMap, Json(req): Json<UpdateObjectivesReque

hola/src/server.rs:447

Functionhola_opt

(m: &Bound<'_, PyModule>)

hola-py/src/lib.rs:1389

Functionholder_table

Holder Table. Domain: x1, x2 in [-10, 10]. Min: -19.2085.

hola-py/benchmarks/functions/single_objective.py:93

Functionintegration_test_files_are_referenced_by_harness

()

opt_engine/tests/integration/main.rs:17

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