Index

_

__call__() (nevergrad.optimizers.base.ConfiguredOptimizer method)

A

add_layer() (nevergrad.p.Parameter method) adversarial_attack() (in module nevergrad.benchmark.experiments) alldes() (in module nevergrad.benchmark.experiments) apply_constraint() (nevergrad.ops.Constraint method)

aquacrop_fao() (in module nevergrad.benchmark.experiments) args (nevergrad.p.Parameter property) Array (class in nevergrad.p) ask() (nevergrad.optimizers.base.Optimizer method) AXP (class in nevergrad.optimization.optimizerlib)

B

basic() (in module nevergrad.benchmark.frozenexperiments) BayesOptim (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib)

BFGSCMA (class in nevergrad.optimization.optimizerlib) BFGSCMAPlus (class in nevergrad.optimization.optimizerlib) BisectionProjectionConstraint (class in nevergrad.ops) bonnans() (in module nevergrad.benchmark.experiments)

C

Carola3 (class in nevergrad.optimization.optimizerlib) ceviche() (in module nevergrad.benchmark.experiments) cGA (class in nevergrad.optimization.optimizerlib) Chaining (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) Choice (class in nevergrad.p) ChoiceBase (class in nevergrad.optimization.optimizerlib) CM (class in nevergrad.optimization.optimizerlib) CMA (class in nevergrad.optimization.optimizerlib) CMandAS2 (class in nevergrad.optimization.optimizerlib) CMandAS3 (class in nevergrad.optimization.optimizerlib) compabasedillcond() (in module nevergrad.benchmark.frozenexperiments) complex_tsp() (in module nevergrad.benchmark.experiments) ConfiguredOptimizer (class in nevergrad.optimizers.base)

ConfiguredPSO (in module nevergrad.optimization.optimizerlib) ConfPortfolio (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) ConfPSO (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) ConfSplitOptimizer (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) constrained_illconditioned_parallel() (in module nevergrad.benchmark.experiments) Constraint (class in nevergrad.ops) control_problem() (in module nevergrad.benchmark.experiments) copy() (nevergrad.p.Parameter method) CSEC (class in nevergrad.optimization.optimizerlib) CSEC10 (class in nevergrad.optimization.optimizerlib) CSEC11 (class in nevergrad.optimization.optimizerlib)

D

deceptive() (in module nevergrad.benchmark.experiments) Dict (class in nevergrad.p) DifferentialEvolution (class in nevergrad.families) dim10_select_one_feature() (in module nevergrad.benchmark.frozenexperiments) dim10_select_two_features() (in module nevergrad.benchmark.frozenexperiments) dim10_smallbudget() (in module nevergrad.benchmark.frozenexperiments)

dimension (nevergrad.optimizers.base.Optimizer property) (nevergrad.p.Parameter property) doe() (in module nevergrad.benchmark.experiments) doe_dim4() (in module nevergrad.benchmark.frozenexperiments) double_o_seven() (in module nevergrad.benchmark.experiments) dump() (nevergrad.optimizers.base.Optimizer method)

E

EarlyStopping (class in nevergrad.callbacks) EDA (class in nevergrad.optimization.optimizerlib) EMNA (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib)

enable_pickling() (nevergrad.optimization.optimizerlib.ChoiceBase method) (nevergrad.optimization.optimizerlib.NGOptBase method) (nevergrad.optimization.optimizerlib.Portfolio method) (nevergrad.optimizers.base.Optimizer method) EvolutionStrategy (class in nevergrad.families)

F

F2SQPCMA (class in nevergrad.optimization.optimizerlib) F3SQPCMA (class in nevergrad.optimization.optimizerlib) far_optimum_es() (in module nevergrad.benchmark.experiments) fishing() (in module nevergrad.benchmark.experiments)

fiveshots() (in module nevergrad.benchmark.experiments) ForceMultiCobyla (class in nevergrad.optimization.optimizerlib) freeze() (nevergrad.p.Parameter method) FSQPCMA (class in nevergrad.optimization.optimizerlib)

G

generation (nevergrad.p.Parameter property)

get_standardized_data() (nevergrad.p.Parameter method) get_value_hash() (nevergrad.p.Parameter method)

H

harderparallel() (in module nevergrad.benchmark.experiments)

hdbo4d() (in module nevergrad.benchmark.experiments) hdmultimodal() (in module nevergrad.benchmark.experiments)

I

illcond() (in module nevergrad.benchmark.frozenexperiments) illcondi() (in module nevergrad.benchmark.experiments) illcondipara() (in module nevergrad.benchmark.experiments) image_multi_similarity() (in module nevergrad.benchmark.experiments) image_multi_similarity_cv() (in module nevergrad.benchmark.experiments) image_multi_similarity_pgan() (in module nevergrad.benchmark.experiments) image_multi_similarity_pgan_cv() (in module nevergrad.benchmark.experiments) image_quality() (in module nevergrad.benchmark.experiments) image_quality_cv() (in module nevergrad.benchmark.experiments) image_quality_cv_pgan() (in module nevergrad.benchmark.experiments) image_quality_pgan() (in module nevergrad.benchmark.experiments) image_quality_proxy() (in module nevergrad.benchmark.experiments)

image_quality_proxy_pgan() (in module nevergrad.benchmark.experiments) image_similarity() (in module nevergrad.benchmark.experiments) image_similarity_and_quality() (in module nevergrad.benchmark.experiments) image_similarity_and_quality_cv() (in module nevergrad.benchmark.experiments) image_similarity_and_quality_cv_pgan() (in module nevergrad.benchmark.experiments) image_similarity_and_quality_pgan() (in module nevergrad.benchmark.experiments) image_similarity_pgan() (in module nevergrad.benchmark.experiments) image_single_quality() (in module nevergrad.benchmark.experiments) image_single_quality_pgan() (in module nevergrad.benchmark.experiments) instrum_discrete() (in module nevergrad.benchmark.experiments) Instrumentation (class in nevergrad.p) Int (class in nevergrad.ops)

K

keras_tuning() (in module nevergrad.benchmark.experiments)

kwargs (nevergrad.p.Parameter property)

L

load() (nevergrad.callbacks.ParametersLogger method) (nevergrad.optimizers.base.ConfiguredOptimizer method) (nevergrad.optimizers.base.Optimizer class method) load_flattened() (nevergrad.callbacks.ParametersLogger method) Log (class in nevergrad.p) LogBFGSCMA (class in nevergrad.optimization.optimizerlib) LogBFGSCMAPlus (class in nevergrad.optimization.optimizerlib)

LogMultiBFGS (class in nevergrad.optimization.optimizerlib) LogMultiBFGSPlus (class in nevergrad.optimization.optimizerlib) LogSQPCMA (class in nevergrad.optimization.optimizerlib) LogSQPCMAPlus (class in nevergrad.optimization.optimizerlib) losses (nevergrad.p.Parameter property) lowbudget() (in module nevergrad.benchmark.experiments) lsgo() (in module nevergrad.benchmark.experiments)

M

MEDA (class in nevergrad.optimization.optimizerlib) MetaCMA (class in nevergrad.optimization.optimizerlib) metanoise() (in module nevergrad.benchmark.frozenexperiments) minimize() (nevergrad.optimizers.base.Optimizer method) mixsimulator() (in module nevergrad.benchmark.experiments) mlda() (in module nevergrad.benchmark.experiments) mldakmeans() (in module nevergrad.benchmark.experiments) mltuning() (in module nevergrad.benchmark.experiments) module nevergrad.benchmark.experiments nevergrad.benchmark.frozenexperiments nevergrad.callbacks nevergrad.families nevergrad.ops nevergrad.optimization.optimizerlib nevergrad.p mono_rocket() (in module nevergrad.benchmark.experiments) morphing_pgan_quality() (in module nevergrad.benchmark.experiments) MPCEDA (class in nevergrad.optimization.optimizerlib)

ms_bbob() (in module nevergrad.benchmark.experiments) multi_ceviche() (in module nevergrad.benchmark.experiments) multi_ceviche_c0() (in module nevergrad.benchmark.experiments) multi_ceviche_c0_warmstart() (in module nevergrad.benchmark.experiments) multi_ceviche_c0p() (in module nevergrad.benchmark.experiments) MultiBFGS (class in nevergrad.optimization.optimizerlib) MultiBFGSPlus (class in nevergrad.optimization.optimizerlib) MultiCobyla (class in nevergrad.optimization.optimizerlib) MultiCobylaPlus (class in nevergrad.optimization.optimizerlib) MultiDiscrete (class in nevergrad.optimization.optimizerlib) multimodal() (in module nevergrad.benchmark.experiments) multiobjective_example() (in module nevergrad.benchmark.experiments) multiobjective_example_hd() (in module nevergrad.benchmark.experiments) multiobjective_example_many() (in module nevergrad.benchmark.experiments) multiobjective_example_many_hd() (in module nevergrad.benchmark.experiments) MultipleSingleRuns (class in nevergrad.optimization.optimizerlib) MultiSQP (class in nevergrad.optimization.optimizerlib) MultiSQPPlus (class in nevergrad.optimization.optimizerlib) mutate() (nevergrad.p.Parameter method)

N

naive_seq_keras_tuning() (in module nevergrad.benchmark.experiments) naive_seq_mltuning() (in module nevergrad.benchmark.experiments) naive_veryseq_keras_tuning() (in module nevergrad.benchmark.experiments) naivemltuning() (in module nevergrad.benchmark.experiments) name (nevergrad.p.Parameter property) nano_naive_seq_mltuning() (in module nevergrad.benchmark.experiments) nano_naive_veryseq_mltuning() (in module nevergrad.benchmark.experiments) nano_seq_mltuning() (in module nevergrad.benchmark.experiments) nano_veryseq_mltuning() (in module nevergrad.benchmark.experiments) neuro_control_problem() (in module nevergrad.benchmark.experiments) nevergrad.benchmark.experiments module nevergrad.benchmark.frozenexperiments module nevergrad.callbacks module nevergrad.families module nevergrad.ops module nevergrad.optimization.optimizerlib module nevergrad.p module newdoe() (in module nevergrad.benchmark.experiments) NgDS (class in nevergrad.optimization.optimizerlib) NgDS11 (class in nevergrad.optimization.optimizerlib) NgDS2 (class in nevergrad.optimization.optimizerlib) NGDSRW (class in nevergrad.optimization.optimizerlib) NgIoh (class in nevergrad.optimization.optimizerlib) NgIoh10 (class in nevergrad.optimization.optimizerlib) NgIoh11 (class in nevergrad.optimization.optimizerlib) NgIoh12 (class in nevergrad.optimization.optimizerlib) NgIoh12b (class in nevergrad.optimization.optimizerlib) NgIoh13 (class in nevergrad.optimization.optimizerlib) NgIoh13b (class in nevergrad.optimization.optimizerlib) NgIoh14 (class in nevergrad.optimization.optimizerlib) NgIoh14b (class in nevergrad.optimization.optimizerlib) NgIoh15 (class in nevergrad.optimization.optimizerlib) NgIoh15b (class in nevergrad.optimization.optimizerlib) NgIoh16 (class in nevergrad.optimization.optimizerlib) NgIoh17 (class in nevergrad.optimization.optimizerlib) NgIoh18 (class in nevergrad.optimization.optimizerlib) NgIoh19 (class in nevergrad.optimization.optimizerlib) NgIoh2 (class in nevergrad.optimization.optimizerlib)

NgIoh20 (class in nevergrad.optimization.optimizerlib) NgIoh21 (class in nevergrad.optimization.optimizerlib) NgIoh3 (class in nevergrad.optimization.optimizerlib) NgIoh4 (class in nevergrad.optimization.optimizerlib) NgIoh5 (class in nevergrad.optimization.optimizerlib) NgIoh6 (class in nevergrad.optimization.optimizerlib) NgIoh7 (class in nevergrad.optimization.optimizerlib) NgIoh8 (class in nevergrad.optimization.optimizerlib) NgIoh9 (class in nevergrad.optimization.optimizerlib) NgIohRW2 (class in nevergrad.optimization.optimizerlib) NgIohTuned (class in nevergrad.optimization.optimizerlib) NGO (class in nevergrad.optimization.optimizerlib) NGOpt (class in nevergrad.optimization.optimizerlib) NGOpt10 (class in nevergrad.optimization.optimizerlib) NGOpt12 (class in nevergrad.optimization.optimizerlib) NGOpt13 (class in nevergrad.optimization.optimizerlib) NGOpt14 (class in nevergrad.optimization.optimizerlib) NGOpt15 (class in nevergrad.optimization.optimizerlib) NGOpt16 (class in nevergrad.optimization.optimizerlib) NGOpt21 (class in nevergrad.optimization.optimizerlib) NGOpt36 (class in nevergrad.optimization.optimizerlib) NGOpt38 (class in nevergrad.optimization.optimizerlib) NGOpt39 (class in nevergrad.optimization.optimizerlib) NGOpt4 (class in nevergrad.optimization.optimizerlib) NGOpt8 (class in nevergrad.optimization.optimizerlib) NGOptBase (class in nevergrad.optimization.optimizerlib) NGOptDSBase (class in nevergrad.optimization.optimizerlib) NGOptF (class in nevergrad.optimization.optimizerlib) NGOptF2 (class in nevergrad.optimization.optimizerlib) NGOptF3 (class in nevergrad.optimization.optimizerlib) NGOptF5 (class in nevergrad.optimization.optimizerlib) NGOptRW (class in nevergrad.optimization.optimizerlib) no_improvement_stopper() (nevergrad.callbacks.EarlyStopping class method) no_parallelization (nevergrad.optimization.optimizerlib.BayesOptim attribute) (nevergrad.optimization.optimizerlib.SPSA attribute) noise() (in module nevergrad.benchmark.frozenexperiments) noisy() (in module nevergrad.benchmark.experiments) NoisyBandit (class in nevergrad.optimization.optimizerlib) NoisySplit (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) NonObjectOptimizer (class in nevergrad.families) nozp_noms_bbob() (in module nevergrad.benchmark.experiments) num_ask (nevergrad.optimizers.base.Optimizer property) num_objectives (nevergrad.optimizers.base.Optimizer property) num_tell (nevergrad.optimizers.base.Optimizer property) num_tell_not_asked (nevergrad.optimizers.base.Optimizer property)

O

olympus_emulators() (in module nevergrad.benchmark.experiments) olympus_surfaces() (in module nevergrad.benchmark.experiments) oneshot() (in module nevergrad.benchmark.experiments) oneshot1() (in module nevergrad.benchmark.frozenexperiments) oneshot2() (in module nevergrad.benchmark.frozenexperiments) oneshot3() (in module nevergrad.benchmark.frozenexperiments)

oneshot4() (in module nevergrad.benchmark.frozenexperiments) oneshot_mltuning() (in module nevergrad.benchmark.experiments) optim (nevergrad.optimization.optimizerlib.ChoiceBase property) (nevergrad.optimization.optimizerlib.NGOptBase property) Optimizer (class in nevergrad.optimizers.base) OptimizerDump (class in nevergrad.callbacks)

P

paraalldes() (in module nevergrad.benchmark.experiments) parahdbo4d() (in module nevergrad.benchmark.experiments) parallel() (in module nevergrad.benchmark.experiments) parallel_small_budget() (in module nevergrad.benchmark.experiments) Parameter (class in nevergrad.p) parameter() (nevergrad.ops.Constraint method) ParametersLogger (class in nevergrad.callbacks) ParametrizedCMA (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) ParametrizedMetaModel (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) ParametrizedOnePlusOne (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib) ParametrizedTBPSA (class in nevergrad.families) (class in nevergrad.optimization.optimizerlib)

paramultimodal() (in module nevergrad.benchmark.experiments) pareto_front() (nevergrad.optimizers.base.Optimizer method) pbbob() (in module nevergrad.benchmark.experiments) pbo_reduced_suite() (in module nevergrad.benchmark.experiments) pbo_suite() (in module nevergrad.benchmark.experiments) pbt() (in module nevergrad.benchmark.experiments) PCEDA (class in nevergrad.optimization.optimizerlib) photonics() (in module nevergrad.benchmark.experiments) photonics2() (in module nevergrad.benchmark.experiments) Portfolio (class in nevergrad.optimization.optimizerlib) powersystems() (in module nevergrad.benchmark.experiments) ProgressBar (class in nevergrad.callbacks) provide_recommendation() (nevergrad.optimizers.base.Optimizer method) Pymoo (class in nevergrad.families)

R

random_state (nevergrad.p.Parameter property) RandomSearchMaker (class in nevergrad.families) ranknoisy() (in module nevergrad.benchmark.experiments) realworld() (in module nevergrad.benchmark.experiments) recast (nevergrad.optimization.optimizerlib.BayesOptim attribute) recombine() (nevergrad.p.Parameter method) recommend() (nevergrad.optimization.optimizerlib.ChoiceBase method) (nevergrad.optimization.optimizerlib.NGOpt10 method) (nevergrad.optimization.optimizerlib.NGOptBase method) (nevergrad.optimizers.base.Optimizer method)

reduced_yahdlbbbob() (in module nevergrad.benchmark.experiments) refactor_optims() (in module nevergrad.benchmark.experiments) register_callback() (nevergrad.optimizers.base.Optimizer method) register_cheap_constraint() (nevergrad.p.Parameter method) remove_all_callbacks() (nevergrad.optimizers.base.Optimizer method) repeated_basic() (in module nevergrad.benchmark.frozenexperiments) Rescaled (class in nevergrad.optimization.optimizerlib) rescaled() (in module nevergrad.optimization.optimizerlib) rocket() (in module nevergrad.benchmark.experiments)

S

sample() (nevergrad.p.Parameter method) SamplingSearch (class in nevergrad.families) satisfies_constraints() (nevergrad.p.Parameter method) Scalar (class in nevergrad.p) seq_keras_tuning() (in module nevergrad.benchmark.experiments) seq_mltuning() (in module nevergrad.benchmark.experiments) sequential_fastgames() (in module nevergrad.benchmark.experiments) sequential_instrum_discrete() (in module nevergrad.benchmark.experiments) sequential_topology_optimization() (in module nevergrad.benchmark.experiments) set_name() (nevergrad.optimizers.base.ConfiguredOptimizer method) (nevergrad.p.Parameter method) set_standardized_data() (nevergrad.p.Parameter method) Shiwa (class in nevergrad.optimization.optimizerlib) simple_tsp() (in module nevergrad.benchmark.experiments) skip_ci() (in module nevergrad.benchmark.experiments) small_photonics() (in module nevergrad.benchmark.experiments)

small_photonics2() (in module nevergrad.benchmark.experiments) smallbudget_lsgo() (in module nevergrad.benchmark.experiments) smooth_copy() (in module nevergrad.optimization.optimizerlib) spawn_child() (nevergrad.p.Parameter method) SplitOptimizer (class in nevergrad.optimization.optimizerlib) SPSA (class in nevergrad.optimization.optimizerlib) spsa_benchmark() (in module nevergrad.benchmark.experiments) SQPCMA (class in nevergrad.optimization.optimizerlib) SQPCMAPlus (class in nevergrad.optimization.optimizerlib) SqrtBFGSCMA (class in nevergrad.optimization.optimizerlib) SqrtBFGSCMAPlus (class in nevergrad.optimization.optimizerlib) SqrtMultiBFGS (class in nevergrad.optimization.optimizerlib) SqrtMultiBFGSPlus (class in nevergrad.optimization.optimizerlib) SqrtSQPCMA (class in nevergrad.optimization.optimizerlib) SqrtSQPCMAPlus (class in nevergrad.optimization.optimizerlib) stopping_criterion() (nevergrad.ops.Constraint method) suggest() (nevergrad.optimizers.base.Optimizer method)

T

team_cycling() (in module nevergrad.benchmark.experiments) tell() (nevergrad.optimizers.base.Optimizer method) timer() (nevergrad.callbacks.EarlyStopping class method)

to_hiplot_experiment() (nevergrad.callbacks.ParametersLogger method) topology_optimization() (in module nevergrad.benchmark.experiments) TransitionChoice (class in nevergrad.p) Tuple (class in nevergrad.p)

U

ultrasmall_photonics() (in module nevergrad.benchmark.experiments)

ultrasmall_photonics2() (in module nevergrad.benchmark.experiments) unit_commitment() (in module nevergrad.benchmark.experiments)

V

value (nevergrad.p.Array attribute) (nevergrad.p.Dict attribute) (nevergrad.p.Instrumentation attribute) (nevergrad.p.Parameter attribute) (nevergrad.p.Scalar attribute) (nevergrad.p.Tuple attribute)

veryseq_keras_tuning() (in module nevergrad.benchmark.experiments) verysmall_photonics() (in module nevergrad.benchmark.experiments) verysmall_photonics2() (in module nevergrad.benchmark.experiments)

W

Wiz (class in nevergrad.optimization.optimizerlib)

Y

yabbob() (in module nevergrad.benchmark.experiments) yabigbbob() (in module nevergrad.benchmark.experiments) yaboundedbbob() (in module nevergrad.benchmark.experiments) yaboxbbob() (in module nevergrad.benchmark.experiments) yaconstrainedbbob() (in module nevergrad.benchmark.experiments) yahdbbob() (in module nevergrad.benchmark.experiments) yahdlbbbob() (in module nevergrad.benchmark.experiments) yahdnoisybbob() (in module nevergrad.benchmark.experiments) yahdnoisysplitbbob() (in module nevergrad.benchmark.experiments) yahdsplitbbob() (in module nevergrad.benchmark.experiments) yamegapenbbob() (in module nevergrad.benchmark.experiments) yamegapenbigbbob() (in module nevergrad.benchmark.experiments) yamegapenboundedbbob() (in module nevergrad.benchmark.experiments) yamegapenboxbbob() (in module nevergrad.benchmark.experiments) yamegapenhdbbob() (in module nevergrad.benchmark.experiments) yanoisybbob() (in module nevergrad.benchmark.experiments) yanoisysplitbbob() (in module nevergrad.benchmark.experiments) yaonepenbbob() (in module nevergrad.benchmark.experiments)

yaonepenbigbbob() (in module nevergrad.benchmark.experiments) yaonepenboundedbbob() (in module nevergrad.benchmark.experiments) yaonepenboxbbob() (in module nevergrad.benchmark.experiments) yaonepennoisybbob() (in module nevergrad.benchmark.experiments) yaonepenparabbob() (in module nevergrad.benchmark.experiments) yaonepensmallbbob() (in module nevergrad.benchmark.experiments) yaparabbob() (in module nevergrad.benchmark.experiments) yapenbbob() (in module nevergrad.benchmark.experiments) yapenboundedbbob() (in module nevergrad.benchmark.experiments) yapenboxbbob() (in module nevergrad.benchmark.experiments) yapennoisybbob() (in module nevergrad.benchmark.experiments) yapenparabbob() (in module nevergrad.benchmark.experiments) yapensmallbbob() (in module nevergrad.benchmark.experiments) yasmallbbob() (in module nevergrad.benchmark.experiments) yasplitbbob() (in module nevergrad.benchmark.experiments) yatinybbob() (in module nevergrad.benchmark.experiments) yatuningbbob() (in module nevergrad.benchmark.experiments) yawidebbob() (in module nevergrad.benchmark.experiments)

Z

zp_ms_bbob() (in module nevergrad.benchmark.experiments)

zp_pbbob() (in module nevergrad.benchmark.experiments)