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nevergrad 1.0.12

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  • PyPI https://pypi.org/project/nevergrad/
    Repository https://github.com/facebookresearch/nevergrad

  • py.typed

  • Coverage


    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
    pie title
        "Typed" : 2931
        "Any" : 49
        "Untyped" : 1550
    • 65.8% coverage
    • 64.7% coverage (strict)
    • 4530 typable
      • 2931 typed
      • 1550 untyped
      • 49 Any
  • Typables


    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
    pie title
        "functions" : 1249
        "classes" : 2290
        "other" : 486
    • 441 functions (+0 overloads)
      • 808 parameters
    • 337 classes
      • 922 methods (+0 overloads)
        • 1299 parameters
      • 65 properties
    • 92 modules
      • 486 attrs

Modules

Module Coverage Coverage (strict) Typables Ignores
nevergrad.benchmark.core 84.1% 84.1% 44 0
nevergrad.benchmark.execution 95.7% 82.6% 23 0
nevergrad.benchmark.experiments 100.0% 100.0% 335 1
nevergrad.benchmark.exporttable 100.0% 100.0% 7 0
nevergrad.benchmark.frozenexperiments 100.0% 100.0% 28 0
nevergrad.benchmark.gymexperiments 89.5% 89.5% 57 0
nevergrad.benchmark.optgroups 100.0% 100.0% 29 0
nevergrad.benchmark.plotting 92.9% 92.9% 85 0
nevergrad.benchmark.utils 100.0% 100.0% 13 1
nevergrad.benchmark.xpbase 78.4% 74.5% 51 0
nevergrad.common.decorators 100.0% 95.8% 24 0
nevergrad.common.errors 0.0% 0.0% 0 0
nevergrad.common.sphere 0.0% 0.0% 445 2
nevergrad.common.testing 81.0% 66.7% 21 0
nevergrad.common.tools 100.0% 82.1% 39 0
nevergrad.common.typing 100.0% 100.0% 5 1
nevergrad.functions.ac.ac 42.9% 42.9% 7 0
nevergrad.functions.arcoating.core 73.7% 73.7% 19 0
nevergrad.functions.base 93.8% 93.8% 48 0
nevergrad.functions.control.core 76.7% 76.7% 30 0
nevergrad.functions.control.mujoco 0.0% 0.0% 21 0
nevergrad.functions.corefuncs 96.1% 96.1% 103 0
nevergrad.functions.cycling.cycling 75.0% 75.0% 4 0
nevergrad.functions.cycling.cyclist 0.0% 0.0% 39 0
nevergrad.functions.cycling.mensteampursuit 0.0% 0.0% 7 0
nevergrad.functions.cycling.simulationresult 0.0% 0.0% 15 0
nevergrad.functions.cycling.teampursuit 0.0% 0.0% 32 0
nevergrad.functions.cycling.womensteampursuit 0.0% 0.0% 6 0
nevergrad.functions.fishing.core 100.0% 100.0% 2 0
nevergrad.functions.functionlib 79.2% 79.2% 72 0
nevergrad.functions.games.game 75.0% 75.0% 8 0
nevergrad.functions.gym.multigym 31.0% 28.6% 84 0
nevergrad.functions.gym.tuple_gym_env 7.7% 7.7% 13 0
nevergrad.functions.helpers 100.0% 100.0% 21 0
nevergrad.functions.images.core 67.9% 67.9% 81 0
nevergrad.functions.images.imagelosses 90.3% 87.1% 31 0
nevergrad.functions.iohprofiler.core 90.0% 90.0% 20 0
nevergrad.functions.mixsimulator.core 100.0% 100.0% 2 0
nevergrad.functions.ml.mlfunctionlib 82.4% 82.4% 34 0
nevergrad.functions.mlda.datasets 100.0% 100.0% 8 0
nevergrad.functions.mlda.problems 94.3% 94.3% 35 0
nevergrad.functions.multiobjective 100.0% 100.0% 3 0
nevergrad.functions.olympussurfaces.core 60.0% 60.0% 25 0
nevergrad.functions.pbt 50.0% 50.0% 14 0
nevergrad.functions.photonics.bender 0.0% 0.0% 5 0
nevergrad.functions.photonics.core 93.3% 66.7% 15 1
nevergrad.functions.photonics.functions 0.0% 0.0% 18 0
nevergrad.functions.photonics.gambas 37.5% 25.0% 8 0
nevergrad.functions.photonics.mode_converter 0.0% 0.0% 5 0
nevergrad.functions.photonics.photonics 89.4% 87.9% 66 1
nevergrad.functions.powersystems.core 66.7% 66.7% 45 0
nevergrad.functions.pyomo.core 100.0% 100.0% 15 0
nevergrad.functions.rl.agents 78.5% 58.5% 65 0
nevergrad.functions.rl.base 82.6% 72.5% 69 1
nevergrad.functions.rl.envs 64.7% 64.7% 17 0
nevergrad.functions.rocket.rocket 75.0% 75.0% 4 0
nevergrad.functions.stsp.core 63.6% 63.6% 11 0
nevergrad.functions.topology_optimization.core 66.7% 66.7% 6 0
nevergrad.functions.unitcommitment.core 31.2% 31.2% 16 0
nevergrad.functions.utils 90.9% 90.9% 11 0
nevergrad.ops.constraints 100.0% 100.0% 14 0
nevergrad.optimization.base 93.0% 93.0% 100 0
nevergrad.optimization.callbacks 96.2% 96.2% 53 0
nevergrad.optimization.differentialevolution 50.0% 50.0% 64 0
nevergrad.optimization.es 33.3% 33.3% 18 0
nevergrad.optimization.experimentalvariants 0.0% 0.0% 113 1
nevergrad.optimization.externalbo 85.7% 85.7% 7 2
nevergrad.optimization.helpers 72.7% 72.7% 11 0
nevergrad.optimization.metamodel 100.0% 100.0% 7 0
nevergrad.optimization.multiobjective.core 96.7% 96.7% 30 0
nevergrad.optimization.multiobjective.hypervolume 85.1% 82.1% 67 0
nevergrad.optimization.multiobjective.nsga2 83.3% 83.3% 18 0
nevergrad.optimization.mutations 94.4% 94.4% 36 0
nevergrad.optimization.oneshot 53.1% 53.1% 49 0
nevergrad.optimization.optimizerlib 54.6% 54.6% 727 3
nevergrad.optimization.recaster 91.1% 91.1% 56 0
nevergrad.optimization.recastlib 16.7% 16.7% 42 0
nevergrad.optimization.requirements_check 0.0% 0.0% 4 0
nevergrad.optimization.sequences 74.6% 74.6% 63 0
nevergrad.optimization.utils 83.5% 83.5% 91 0
nevergrad.parametrization._datalayers 100.0% 100.0% 5 0
nevergrad.parametrization._layering 93.2% 93.2% 44 0
nevergrad.parametrization.choice 100.0% 100.0% 30 0
nevergrad.parametrization.container 100.0% 100.0% 45 2
nevergrad.parametrization.core 89.3% 89.3% 84 0
nevergrad.parametrization.data 98.6% 98.6% 73 1
nevergrad.parametrization.discretization 94.7% 94.7% 19 0
nevergrad.parametrization.helpers 86.2% 86.2% 29 0
nevergrad.parametrization.instantiate 84.5% 84.5% 58 0
nevergrad.parametrization.mutation 87.3% 84.1% 63 1
nevergrad.parametrization.transforms 83.7% 83.7% 92 0
nevergrad.parametrization.utils 76.9% 76.9% 52 1

Incomplete Annotations

nevergrad.benchmark.core (7 missing, 0 any)

Symbol Typable Typed Any
attr Moduler.modulo 1 0 0
attr Moduler.index 1 0 0
attr Moduler.total_length 1 0 0
attr BenchmarkChunk.name 1 0 0
attr BenchmarkChunk.seed 1 0 0
attr BenchmarkChunk.cap_index 1 0 0
attr BenchmarkChunk.repetitions 1 0 0

nevergrad.benchmark.execution (1 missing, 3 any)

Symbol Typable Typed Any
meth MockedTimedJob.result 1 1 1
meth MockedTimedExecutor.submit 4 4 2
attr MockedTimedExecutor.batch_mode 1 0 0

nevergrad.benchmark.gymexperiments (6 missing, 0 any)

Symbol Typable Typed Any
func gym_optimizer_modifier 2 0 0
func gym_problem_modifier 2 0 0
func gym_budget_modifier 2 0 0

nevergrad.benchmark.plotting (6 missing, 0 any)

Symbol Typable Typed Any
attr FightPlotter.winrates 1 0 0
meth LegendGroup.init 4 3 0
attr LegendGroup.indices 1 0 0
attr LegendGroup.init_positions 1 0 0
attr LegendGroup.min_diff 1 0 0
attr LegendGroup.position 1 0 0

nevergrad.benchmark.xpbase (11 missing, 2 any)

Symbol Typable Typed Any
meth Experiment.eq 2 2 1
attr Experiment.penalize_violation_at_test 1 0 0
attr Experiment.suggestions 1 0 0
attr Experiment.function 1 0 0
attr Experiment.constraint_violation 1 0 0
attr Experiment.seed 1 0 0
attr Experiment.optimsettings 1 0 0
attr Experiment.result 1 0 0
meth OptimizerSettings.eq 2 2 1
attr OptimizerSettings.optimizer 1 0 0
attr OptimizerSettings.budget 1 0 0
attr OptimizerSettings.num_workers 1 0 0
attr OptimizerSettings.executor 1 0 0

nevergrad.common.decorators (0 missing, 1 any)

Symbol Typable Typed Any
meth Registry.register_with_info 2 2 1

nevergrad.common.sphere (445 missing, 0 any)

Symbol Typable Typed Any
func Riesz_noblur_lowconv_loworder 4 0 0
func Riesz_blurred_bigconv_highorder 4 0 0
func dispersion 5 0 0
func convo_mult 3 0 0
func greedy_dispersion_with_conv 4 0 0
func rs_pc 4 0 0
func metric_pack_absavg 4 0 0
func jittered 5 0 0
func Riesz_blurred_medconv_highorder 4 0 0
func rs_rac 4 0 0
func Riesz_blursum_bigconv_loworder 4 0 0
func greedy_dispersion_with_mini_conv 4 0 0
func covering_big_conv 4 0 0
func Riesz_blursum_medconv_midorder 4 0 0
func Riesz_blursum_lowconv_hugeorder 4 0 0
func Riesz_blurred_highconv_hugeorder 4 0 0
func Riesz_blurred_lowconv_highorder 4 0 0
func lhs 3 0 0
func Riesz_blursum_lowconv_highorder 4 0 0
func metric_riesz_avg_conv05 5 0 0
func Riesz_blurred_medconv_midorder 4 0 0
func Riesz_blursum_highconv_tinyorder 4 0 0
func rs_ra2 4 0 0
func antithetic_order 6 0 0
func dispersion_with_mini_conv 4 0 0
func metric_riesz_avg05 5 0 0
func rs_pac 4 0 0
attr num_cores 1 0 0
func Riesz_blurred_medconv_hugeorder 4 0 0
func covering_conv 4 0 0
func Riesz_noblur_gradient 7 0 0
func Riesz_noblur_lowconv_highorder 4 0 0
func metric_riesz_avg_conv2 5 0 0
func do_plot 3 0 0
func ng_DiagonalCMA 4 0 0
func reduced_jittered 3 0 0
func rs_ra 4 0 0
func Riesz_blurred_bigconv_midorder 4 0 0
func big_block_symmetry 3 0 0
func metric_riesz_avg_conv 5 0 0
func antithetic_pm 4 0 0
func rs_cap 4 0 0
func metric_pack_avg_conv 3 0 0
func rs_pack 4 0 0
func Riesz_blursum_medconv_highorder 4 0 0
func dispersion_with_big_conv 4 0 0
func Riesz_blursum_medconv_tinyorder 4 0 0
func covering 5 0 0
func Riesz_blurred_medconv_tinyorder 4 0 0
func max_pooling 5 0 0
func pure_random 4 0 0
func covering_mini_conv 4 0 0
func antithetic_order_and_sign 5 0 0
func quasi_randomize 3 0 0
func greedy_dispersion_with_big_conv 4 0 0
func Riesz_blursum_bigconv_midorder 4 0 0
func rs_rac2 4 0 0
func Riesz_blurred_lowconv_loworder 4 0 0
func Riesz_blursum_lowconv_midorder 4 0 0
func Riesz_blursum_lowconv_tinyorder 4 0 0
func dispersion_with_conv 4 0 0
func metric_half 4 0 0
func rs_rac05 4 0 0
func ng_TwoPointsDE 4 0 0
func parallel_create_statistics 6 0 0
func metric_cap_conv 3 0 0
func heatmap 5 0 0
func metric_pack 4 0 0
func Riesz_blurred_lowconv_tinyorder 4 0 0
func rs_ra05 4 0 0
func ng_OnePlusOne 4 0 0
func get_class 4 0 0
func ng_DE 4 0 0
func max_small_pooling 5 0 0
func ng_PSO 4 0 0
func metric_cap 4 0 0
func metric_half_conv 3 0 0
func Riesz_blursum_gradient 7 0 0
func Riesz_blurred_lowconv_hugeorder 4 0 0
attr data 1 0 0
func Riesz_blursum_medconv_loworder 4 0 0
func Riesz_blursum_lowconv_loworder 4 0 0
func Riesz_blursum_highconv_hugeorder 4 0 0
func Riesz_blurred_highconv_tinyorder 4 0 0
func block_symmetry 4 0 0
func metric_pack_absavg_conv 3 0 0
func metric_pack_avg 4 0 0
func greedy_dispersion 5 0 0
func rs_all 4 0 0
func normalize 2 0 0
func Riesz_blursum_medconv_hugeorder 4 0 0
func Riesz_blurred_medconv_loworder 4 0 0
func rs_mhc 4 0 0
func rs_cc 4 0 0
func rs_pa 4 0 0
func get_a_point_set 4 0 0
func convo 3 0 0
func Riesz_blurred_bigconv_loworder 4 0 0
func Riesz_noblur_lowconv_midorder 4 0 0
func bigcheck 1 0 0
func rs 6 0 0
func max_without_pooling 5 0 0
func metric_pack_conv 3 0 0
func manual_avg_pool3d 3 0 0
func Riesz_blursum_bigconv_highorder 4 0 0
func Riesz_blurred_gradient 7 0 0
func Riesz_blurred_lowconv_midorder 4 0 0
func metric_riesz_avg 5 0 0
func metric_pack_big_conv 3 0 0
func metric_riesz_avg2 5 0 0

nevergrad.common.testing (4 missing, 3 any)

Symbol Typable Typed Any
meth parametrized.init 2 1 0
meth parametrized.call 2 2 1
attr parametrized.ids 1 0 0
attr parametrized.params 1 0 0
attr parametrized.num_params 1 0 0
func printed_assert_equal 4 4 2

nevergrad.common.tools (0 missing, 7 any)

Symbol Typable Typed Any
func set_env 2 2 1
func grouper 4 4 1
func quasi_randomize 3 3 1
meth OrderedSet.contains 2 2 1
func different_from_defaults 4 4 1
func flatten 2 2 2

nevergrad.functions.ac.ac (4 missing, 0 any)

Symbol Typable Typed Any
meth NgAquacrop.loss 2 0 0
attr NgAquacrop.num_smts 1 0 0
attr NgAquacrop.max_irr_seasonal 1 0 0

nevergrad.functions.arcoating.core (5 missing, 0 any)

Symbol Typable Typed Any
attr ARCoating.lambdas 1 0 0
attr ARCoating.dpix 1 0 0
attr ARCoating.ep0 1 0 0
attr ARCoating.epf 1 0 0
attr ARCoating.epmin 1 0 0

nevergrad.functions.base (3 missing, 0 any)

Symbol Typable Typed Any
attr ExperimentFunction.parametrization 1 0 0
attr ArrayExperimentFunction.threshold_coefficients 1 0 0
attr ArrayExperimentFunction.slope_coefficients 1 0 0

nevergrad.functions.control.core (7 missing, 0 any)

Symbol Typable Typed Any
attr BaseFunction.num_rollouts 1 0 0
attr BaseFunction.random_state 1 0 0
attr BaseFunction.activation 1 0 0
attr BaseFunction.states_normalization 1 0 0
attr BaseFunction.noise_level 1 0 0
attr BaseFunction.deterministic_sim 1 0 0
attr BaseFunction.layer_rescaling_coef 1 0 0

nevergrad.functions.control.mujoco (21 missing, 0 any)

Symbol Typable Typed Any
meth GenericMujocoEnv.init 9 0 0
meth GenericMujocoEnv._activation 2 0 0
meth GenericMujocoEnv.call 2 0 0
attr GenericMujocoEnv.mean 1 0 0
attr GenericMujocoEnv.std 1 0 0
attr GenericMujocoEnv.env 1 0 0
attr GenericMujocoEnv.num_rollouts 1 0 0
attr GenericMujocoEnv.random_state 1 0 0
attr GenericMujocoEnv.activation 1 0 0
attr GenericMujocoEnv.layer_rescaling_coef 1 0 0
attr GenericMujocoEnv.noise_level 1 0 0

nevergrad.functions.corefuncs (4 missing, 0 any)

Symbol Typable Typed Any
attr BonnansFunction.N 1 0 0
attr BonnansFunction.M 1 0 0
attr BonnansFunction.A 1 0 0
attr BonnansFunction.y 1 0 0

nevergrad.functions.cycling.cycling (1 missing, 0 any)

Symbol Typable Typed Any
func team_pursuit_simulation 2 1 0

nevergrad.functions.cycling.cyclist (39 missing, 0 any)

Symbol Typable Typed Any
meth Cyclist.init 7 0 0
meth Cyclist.set_pace 2 0 0
meth Cyclist.follow 2 0 0
meth Cyclist.get_height 1 0 0
meth Cyclist.get_weight 1 0 0
meth Cyclist.get_mean_maximum_power 1 0 0
meth Cyclist.get_remaining_energy 1 0 0
meth Cyclist.get_position 1 0 0
meth Cyclist.set_weight 2 0 0
meth Cyclist.set_height 2 0 0
meth Cyclist.set_mean_maximum_power 2 0 0
meth Cyclist.set_position 2 0 0
meth Cyclist.increase_fatigue 1 0 0
meth Cyclist.recover 1 0 0
meth Cyclist.reset 1 0 0
meth Cyclist.update_cda 1 0 0
meth Cyclist.update_total_energy 1 0 0
attr Cyclist.fatigue_level 1 0 0
attr Cyclist.height 1 0 0
attr Cyclist.weight 1 0 0
attr Cyclist.mean_maximum_power 1 0 0
attr Cyclist.event 1 0 0
attr Cyclist.start_position 1 0 0
attr Cyclist.position 1 0 0
attr Cyclist.gender 1 0 0
attr Cyclist.current_velocity 1 0 0
attr Cyclist.remaining_energy 1 0 0

nevergrad.functions.cycling.mensteampursuit (7 missing, 0 any)

Symbol Typable Typed Any
meth mensteampursuit.init 1 0 0
meth mensteampursuit.simulate 3 0 0
meth mensteampursuit.validate_order 1 0 0
attr mensteampursuit.race_segments 1 0 0
attr mensteampursuit.team 1 0 0

nevergrad.functions.cycling.simulationresult (15 missing, 0 any)

Symbol Typable Typed Any
meth simulationresult.init 5 0 0
meth simulationresult.get_finish_time 1 0 0
meth simulationresult.get_proportion_completed 1 0 0
meth simulationresult.get_energy_remaining 1 0 0
meth simulationresult.get_velocity_profile 1 0 0
meth simulationresult.to_string 1 0 0
attr simulationresult.finish_time 1 0 0
attr simulationresult.energy_remaining 1 0 0
attr simulationresult.proportion_completed 1 0 0
attr simulationresult.velocity_profile 1 0 0
attr simulationresult.results 1 0 0

nevergrad.functions.cycling.teampursuit (32 missing, 0 any)

Symbol Typable Typed Any
meth teampursuit.init 1 0 0
meth teampursuit.set_temperature 2 0 0
meth teampursuit.set_barometric_pressure 2 0 0
meth teampursuit.set_relative_humidity 2 0 0
meth teampursuit.set_height 3 0 0
meth teampursuit.set_weight 3 0 0
meth teampursuit.set_mean_maximum_power 3 0 0
meth teampursuit.get_temperature 1 0 0
meth teampursuit.get_barometric_pressure 1 0 0
meth teampursuit.get_relative_humidity 1 0 0
meth teampursuit.get_height 2 0 0
meth teampursuit.get_weight 2 0 0
meth teampursuit.get_mean_maximum_power 2 0 0
meth teampursuit.simulate 3 0 0
meth teampursuit.update_air_density 1 0 0
meth teampursuit.cyclists_remaining 1 0 0
meth teampursuit.leader 1 0 0
meth teampursuit.transition 1 0 0

nevergrad.functions.cycling.womensteampursuit (6 missing, 0 any)

Symbol Typable Typed Any
meth womensteampursuit.init 1 0 0
meth womensteampursuit.simulate 3 0 0
attr womensteampursuit.race_segments 1 0 0
attr womensteampursuit.team 1 0 0

nevergrad.functions.functionlib (15 missing, 0 any)

Symbol Typable Typed Any
attr FarOptimumFunction.multiobjective_upper_bounds 1 0 0
attr ArtificialFunction.name 1 0 0
attr ArtificialFunction.expo 1 0 0
attr ArtificialFunction.translation_factor 1 0 0
attr ArtificialFunction.zero_pen 1 0 0
attr ArtificialFunction.transform_var 1 0 0
attr ArtificialVariable.rotation 1 0 0
attr ArtificialVariable.translation_factor 1 0 0
attr ArtificialVariable.num_blocks 1 0 0
attr ArtificialVariable.block_dimension 1 0 0
attr ArtificialVariable.only_index_transform 1 0 0
attr ArtificialVariable.hashing 1 0 0
attr ArtificialVariable.dimension 1 0 0
attr ArtificialVariable.random_state 1 0 0
attr ArtificialVariable.expo 1 0 0

nevergrad.functions.games.game (2 missing, 0 any)

Symbol Typable Typed Any
attr Game.game 1 0 0
attr Game.game_object 1 0 0

nevergrad.functions.gym.multigym (58 missing, 2 any)

Symbol Typable Typed Any
meth GymMulti.wrap_env 2 0 0
meth GymMulti.create_env 1 1 1
meth GymMulti.evaluation_function 2 1 0
meth GymMulti.softmax 2 0 0
meth GymMulti.discretize 3 0 0
meth GymMulti.neural 3 2 0
meth GymMulti.action_cast 3 0 0
meth GymMulti.step 3 0 0
meth GymMulti.heuristic 3 0 0
meth GymMulti.gym_simulate 4 3 0
meth GymMulti.gym_conformant 3 2 1
meth GymMulti.archive_observations 4 0 0
attr GymMulti.num_calls 1 0 0
attr GymMulti.optimization_scale 1 0 0
attr GymMulti.stochastic_problem 1 0 0
attr GymMulti.greedy_bias 1 0 0
attr GymMulti.sparse_limit 1 0 0
attr GymMulti.short_name 1 0 0
attr GymMulti.name 1 0 0
attr GymMulti.randomized 1 0 0
attr GymMulti.gamma 1 0 0
attr GymMulti.neural_factor 1 0 0
attr GymMulti.arities 1 0 0
attr GymMulti.discrete 1 0 0
attr GymMulti.action_type 1 0 0
attr GymMulti.subaction_type 1 0 0
attr GymMulti.output_shape 1 0 0
attr GymMulti.num_stacking 1 0 0
attr GymMulti.memory_len 1 0 0
attr GymMulti.extended_input_len 1 0 0
attr GymMulti.extended_input 1 0 0
attr GymMulti.input_dim 1 0 0
attr GymMulti.output_dim 1 0 0
attr GymMulti.num_neurons 1 0 0
attr GymMulti.num_internal_layers 1 0 0
attr GymMulti.control 1 0 0
attr GymMulti.policy_shape 1 0 0
attr GymMulti.greedy_coefficient 1 0 0
attr GymMulti.mean_loss 1 0 0
attr GymMulti.num_losses 1 0 0
attr GymMulti.discrete_input 1 0 0
attr GymMulti.first_size 1 0 0
attr GymMulti.second_size 1 0 0
attr GymMulti.first_layer_shape 1 0 0
attr GymMulti.second_layer_shape 1 0 0
attr GymMulti.num_time_steps 1 0 0

nevergrad.functions.gym.tuple_gym_env (12 missing, 0 any)

Symbol Typable Typed Any
meth TupleActionSpace.init 1 0 0
meth TupleActionSpace._next_observation 1 0 0
meth TupleActionSpace._take_action 2 0 0
meth TupleActionSpace.reset 1 0 0
meth TupleActionSpace.step 2 0 0
attr TupleActionSpace.current_step 1 0 0
attr TupleActionSpace.num_cells 1 0 0
attr TupleActionSpace.action_space 1 0 0
attr TupleActionSpace.horizon 1 0 0
attr TupleActionSpace.observation_space 1 0 0

nevergrad.functions.images.core (26 missing, 0 any)

Symbol Typable Typed Any
attr ImageAdversarial.targeted 1 0 0
attr ImageAdversarial.epsilon 1 0 0
attr ImageAdversarial.image 1 0 0
attr ImageAdversarial.label 1 0 0
attr ImageAdversarial.classifier 1 0 0
attr ImageAdversarial.criterion 1 0 0
attr ImageAdversarial.imsize 1 0 0
meth Image.export_to_images 3 2 0
attr Image.domain_shape 1 0 0
attr Image.problem_name 1 0 0
attr Image.index 1 0 0
attr Image.with_pgan 1 0 0
attr Image.num_images 1 0 0
attr Image.data 1 0 0
attr Image.loss_function 1 0 0
attr Image.pgan_model 1 0 0
attr Image.initial 1 0 0
attr Image.target 1 0 0
attr TestClassifier.model 1 0 0
attr ImageFromPGAN.pgan_model 1 0 0
attr ImageFromPGAN.domain_shape 1 0 0
attr ImageFromPGAN.loss_function 1 0 0
attr Resnet50.norm 1 0 0
attr Resnet50.model 1 0 0
attr Normalize.mean 1 0 0
attr Normalize.std 1 0 0

nevergrad.functions.images.imagelosses (3 missing, 1 any)

Symbol Typable Typed Any
attr ImageLoss.reference 1 0 0
attr ImageLoss.domain_shape 1 0 0
attr Lpips.net 1 0 0
prop Koncept512.koncept 1 1 1

nevergrad.functions.iohprofiler.core (2 missing, 0 any)

Symbol Typable Typed Any
attr PBOFunction.f_internal 1 0 0
attr WModelFunction.f_internal 1 0 0

nevergrad.functions.ml.mlfunctionlib (6 missing, 0 any)

Symbol Typable Typed Any
attr MLTuning.regressor 1 0 0
attr MLTuning.data_dimension 1 0 0
attr MLTuning.dataset 1 0 0
attr MLTuning.overfitter 1 0 0
attr MLTuning.name 1 0 0
attr MLTuning.num_data 1 0 0

nevergrad.functions.mlda.problems (2 missing, 0 any)

Symbol Typable Typed Any
attr Clustering.num_clusters 1 0 0
attr Landscape.parametrization 1 0 0

nevergrad.functions.olympussurfaces.core (10 missing, 0 any)

Symbol Typable Typed Any
meth OlympusSurface.evaluation_function 2 1 0
attr OlympusSurface.kind 1 0 0
attr OlympusSurface.param_dim 1 0 0
attr OlympusSurface.noise_kind 1 0 0
attr OlympusSurface.noise_scale 1 0 0
attr OlympusSurface.surface 1 0 0
attr OlympusSurface.surface_without_noise 1 0 0
attr OlympusSurface.shift 1 0 0
attr OlympusEmulator.dataset_kind 1 0 0
attr OlympusEmulator.model_kind 1 0 0

nevergrad.functions.pbt (7 missing, 0 any)

Symbol Typable Typed Any
meth PBT.init 4 3 0
meth PBT.unflatten 2 0 0
meth PBT.value 2 0 0
meth PBT.evolve 3 2 0
meth PBT._func 2 1 0

nevergrad.functions.photonics.bender (5 missing, 0 any)

Symbol Typable Typed Any
func bender 4 0 0
attr Z0 1 0 0

nevergrad.functions.photonics.core (1 missing, 4 any)

Symbol Typable Typed Any
meth Photonics.to_array 3 3 2
meth Photonics._compute 3 3 2
attr Photonics.name 1 0 0

nevergrad.functions.photonics.functions (18 missing, 0 any)

Symbol Typable Typed Any
func addupml2d 4 0 0
func block 9 0 0
func yeeder2d 5 0 0

nevergrad.functions.photonics.gambas (5 missing, 1 any)

Symbol Typable Typed Any
attr x 1 0 0
func gambas_function 6 3 1
attr loss 1 0 0

nevergrad.functions.photonics.mode_converter (5 missing, 0 any)

Symbol Typable Typed Any
func mode_converter 4 0 0
attr Z0 1 0 0

nevergrad.functions.photonics.photonics (7 missing, 1 any)

Symbol Typable Typed Any
func ceviche 6 3 1
attr i 1 0 0
func trapezoid 3 0 0

nevergrad.functions.powersystems.core (15 missing, 0 any)

Symbol Typable Typed Any
attr PowerSystem.num_dams 1 0 0
attr PowerSystem.year_to_day_ratio 1 0 0
attr PowerSystem.constant_to_year_ratio 1 0 0
attr PowerSystem.back_to_normal 1 0 0
attr PowerSystem.consumption_noise 1 0 0
attr PowerSystem.num_thermal_plants 1 0 0
attr PowerSystem.number_of_years 1 0 0
attr PowerSystem.failure_cost 1 0 0
attr PowerSystem.average_consumption 1 0 0
attr PowerSystem.thermal_power_capacity 1 0 0
attr PowerSystem.thermal_power_prices 1 0 0
attr PowerSystem.dam_agents 1 0 0
attr Agent.input_size 1 0 0
attr Agent.output_size 1 0 0
attr Agent.layers 1 0 0

nevergrad.functions.rl.agents (14 missing, 13 any)

Symbol Typable Typed Any
meth Agent007.act 5 5 3
attr Agent007.env 1 0 0
meth Perceptron.forward 2 2 2
attr Perceptron.head 1 0 0
meth RandomAgent.act 5 5 3
attr RandomAgent.env 1 0 0
attr RandomAgent.num_outputs 1 0 0
attr TorchAgentFunction.agent 1 0 0
attr TorchAgentFunction.runner 1 0 0
attr TorchAgentFunction.reward_postprocessing 1 0 0
meth DenseNet.forward 2 2 2
attr DenseNet.lin1 1 0 0
attr DenseNet.lin2 1 0 0
attr DenseNet.lin3 1 0 0
attr DenseNet.head 1 0 0
meth TorchAgent.act 5 5 3
attr TorchAgent.deterministic 1 0 0
attr TorchAgent.module 1 0 0
attr TorchAgent.instrumentation 1 0 0

nevergrad.functions.rl.base (12 missing, 7 any)

Symbol Typable Typed Any
attr EnvironmentRunner.env 1 0 0
attr EnvironmentRunner.num_repetitions 1 0 0
attr EnvironmentRunner.max_step 1 0 0
meth Agent.act 5 5 3
meth StepOutcome.init 5 5 2
attr StepOutcome.observation 1 0 0
attr StepOutcome.reward 1 0 0
attr StepOutcome.done 1 0 0
attr PartialMultiAgentEnv.env 1 0 0
attr PartialMultiAgentEnv.agents 1 0 0
meth SingleAgentEnv.init 2 1 0
meth SingleAgentEnv.reset 1 1 1
meth SingleAgentEnv.step 2 2 1
attr SingleAgentEnv.env 1 0 0
attr SingleAgentEnv.observation_space 1 0 0
attr SingleAgentEnv.action_space 1 0 0

nevergrad.functions.rl.envs (6 missing, 0 any)

Symbol Typable Typed Any
attr JamesBond.ammunitions 1 0 0
attr JamesBond.consecutive_protect 1 0 0
attr DoubleOSeven.observation_space 1 0 0
attr DoubleOSeven.action_space 1 0 0
attr DoubleOSeven.players 1 0 0
attr DoubleOSeven.verbose 1 0 0

nevergrad.functions.rocket.rocket (1 missing, 0 any)

Symbol Typable Typed Any
func rocket 2 1 0

nevergrad.functions.stsp.core (4 missing, 0 any)

Symbol Typable Typed Any
attr STSP.order 1 0 0
attr STSP.complex 1 0 0
attr STSP.x 1 0 0
attr STSP.y 1 0 0

nevergrad.functions.topology_optimization.core (2 missing, 0 any)

Symbol Typable Typed Any
attr TO.n 1 0 0
attr TO.idx 1 0 0

nevergrad.functions.unitcommitment.core (11 missing, 0 any)

Symbol Typable Typed Any
meth UnitCommitmentProblem.unit_commitment_obj_with_penalization 3 0 0
attr UnitCommitmentProblem.num_timepoints 1 0 0
attr UnitCommitmentProblem.demands 1 0 0
attr UnitCommitmentProblem.num_generators 1 0 0
attr UnitCommitmentProblem.p_max 1 0 0
attr UnitCommitmentProblem.p_min 1 0 0
attr UnitCommitmentProblem.cost_a 1 0 0
attr UnitCommitmentProblem.cost_b 1 0 0
attr UnitCommitmentProblem.penalty_weight 1 0 0

nevergrad.functions.utils (1 missing, 0 any)

Symbol Typable Typed Any
attr Transform.indices 1 0 0

nevergrad.optimization.base (7 missing, 0 any)

Symbol Typable Typed Any
attr ConfiguredOptimizer.name 1 0 0
attr Optimizer.num_workers 1 0 0
attr Optimizer.budget 1 0 0
attr Optimizer.skip_constraints 1 0 0
attr Optimizer.parametrization 1 0 0
attr Optimizer.name 1 0 0
attr Optimizer.current_bests 1 0 0

nevergrad.optimization.callbacks (2 missing, 0 any)

Symbol Typable Typed Any
attr global_logger 1 0 0
attr EarlyStopping.stopping_criterion 1 0 0

nevergrad.optimization.differentialevolution (32 missing, 0 any)

Symbol Typable Typed Any
attr LhsDE 1 0 0
attr LQODE 1 0 0
attr NoisyDE 1 0 0
attr AlmostRotationInvariantDE 1 0 0
attr QODE 1 0 0
attr LPSDE 1 0 0
attr DiscreteDE 1 0 0
attr RotationInvariantDE 1 0 0
attr SODE 1 0 0
attr SPQODE 1 0 0
attr RotatedTwoPointsDE 1 0 0
attr LQOTPDE 1 0 0
meth Crossover.init 4 3 0
attr Crossover.CR 1 0 0
attr Crossover.crossover 1 0 0
attr Crossover.random_state 1 0 0
attr Crossover.shape 1 0 0
attr TwoPointsDE 1 0 0
attr VoronoiDE 1 0 0
attr QrDE 1 0 0
attr DE 1 0 0
attr QOTPDE 1 0 0
attr DifferentialEvolution.initialization 1 0 0
attr DifferentialEvolution.scale 1 0 0
attr DifferentialEvolution.high_speed 1 0 0
attr DifferentialEvolution.recommendation 1 0 0
attr DifferentialEvolution.propagate_heritage 1 0 0
attr DifferentialEvolution.F1 1 0 0
attr DifferentialEvolution.F2 1 0 0
attr DifferentialEvolution.crossover 1 0 0
attr DifferentialEvolution.popsize 1 0 0
attr DifferentialEvolution.multiobjective_adaptation 1 0 0

nevergrad.optimization.es (12 missing, 0 any)

Symbol Typable Typed Any
attr EvolutionStrategy.recombination_ratio 1 0 0
attr EvolutionStrategy.popsize 1 0 0
attr EvolutionStrategy.offsprings 1 0 0
attr EvolutionStrategy.only_offsprings 1 0 0
attr EvolutionStrategy.ranker 1 0 0
attr MixES 1 0 0
attr MutDE 1 0 0
attr ES 1 0 0
attr RecMutDE 1 0 0
attr RecES 1 0 0
attr RecMixES 1 0 0
attr NonNSGAIIES 1 0 0

nevergrad.optimization.experimentalvariants (113 missing, 0 any)

Symbol Typable Typed Any
attr NaiveAnisoEMNATBPSA 1 0 0
attr OnePointDE 1 0 0
attr ChainDEwithMetaRecentering 1 0 0
attr HSNeuralCMA 1 0 0
attr ChainDEwithMetaRecenteringdim 1 0 0
attr ChainDEwithMetaTuneRecentering30 1 0 0
attr ChainCMAwithRdim 1 0 0
attr BPRotationInvariantDE 1 0 0
attr MicroCMA 1 0 0
attr HullCenterHullAvgCauchyLHSSearch 1 0 0
attr RandomScaleRandomSearchPlusMiddlePoint 1 0 0
attr MetaCauchyRecentering 1 0 0
attr AvgHammersleySearch 1 0 0
attr ChainPSOwithLHSdim 1 0 0
attr ChainCMAwithMetaRecentering30 1 0 0
attr RescaleScrHammersleySearch 1 0 0
attr ChainDEwithLHS30 1 0 0
attr ChainPSOwithMetaRecentering 1 0 0
attr TEAvgScrHammersleySearchPlusMiddlePoint 1 0 0
attr DiscreteNoisyInfSplits 1 0 0
attr ChainPSOwithLHS 1 0 0
attr AlmostRotationInvariantDEAndBigPop 1 0 0
attr ChainPSOwithRdim 1 0 0
attr ChainPSOwithMetaRecentering30 1 0 0
attr AvgRandomSearch 1 0 0
attr ChainCMAwithLHSsqrt 1 0 0
attr HullCenterHullAvgLHSSearch 1 0 0
attr MetaModelFmin2 1 0 0
attr HSRFCMA 1 0 0
attr ChainPSOwithMetaRecenteringdim 1 0 0
attr MetaModelDiagonalCMA 1 0 0
attr ChainCMAwithMetaRecentering 1 0 0
attr FastGAOptimisticNoisyDiscreteOnePlusOne 1 0 0
attr IsoEMNA 1 0 0
attr ChainCMASQP 1 0 0
attr ChainCMAwithMetaRecenteringsqrt 1 0 0
attr ChainCMAwithLHS30 1 0 0
attr ChainCMAwithLHS 1 0 0
attr MiniLhsDE 1 0 0
attr MilliCMA 1 0 0
attr RecombiningOptimisticNoisyDiscreteOnePlusOne 1 0 0
attr FCMAp13 1 0 0
attr ChainPSOwithLHS30 1 0 0
attr PCABO80 1 0 0
attr ChainPSOwithR30 1 0 0
attr ChainPSOwithRsqrt 1 0 0
attr TEAvgCauchyScrHammersleySearch 1 0 0
attr ChainPSOwithMetaRecenteringsqrt 1 0 0
attr ChainDEwithMetaRecentering30 1 0 0
attr AvgHammersleySearchPlusMiddlePoint 1 0 0
attr HSSVMCMA 1 0 0
attr ChainCMAwithR 1 0 0
attr NoisyInfSplits 1 0 0
attr ChainCMAwithMetaRecenteringdim 1 0 0
attr HullCenterHullAvgRandomSearch 1 0 0
attr CauchyRandomSearch 1 0 0
attr ChainDEwithR30 1 0 0
attr MiniDE 1 0 0
attr NaiveAnisoEMNA 1 0 0
attr ChainDEwithMetaTuneRecenteringdim 1 0 0
attr NaiveIsoEMNATBPSA 1 0 0
attr ChainDEwithMetaTuneRecentering 1 0 0
attr ChainDEwithRdim 1 0 0
attr ECMA 1 0 0
attr HullCenterHullAvgScrHammersleySearchPlusMiddlePoint 1 0 0
attr HSMetaModel 1 0 0
attr RotatedRecombiningGA 1 0 0
attr RandomScaleRandomSearch 1 0 0
attr ChainDEwithMetaRecenteringsqrt 1 0 0
attr FastGANoisyDiscreteOnePlusOne 1 0 0
attr MiniQrDE 1 0 0
attr NGOptSingle16 1 0 0
attr PCABO95DoE20 1 0 0
attr IsoEMNATBPSA 1 0 0
attr ChainDEwithLHSsqrt 1 0 0
attr ChainCMAwithRsqrt 1 0 0
attr PortfolioOptimisticNoisyDiscreteOnePlusOne 1 0 0
attr TEAvgRandomSearch 1 0 0
attr PortfolioNoisyDiscreteOnePlusOne 1 0 0
attr ChainPSOwithR 1 0 0
attr TEAvgCauchyLHSSearch 1 0 0
attr NGOptSingle9 1 0 0
attr HullCenterHullAvgScrHaltonSearchPlusMiddlePoint 1 0 0
attr SparseDiscreteOnePlusOne 1 0 0
attr HSDE 1 0 0
attr RecombiningGA 1 0 0
attr ChainDEwithR 1 0 0
attr ChainDEwithLHSdim 1 0 0
attr FCMAs03 1 0 0
attr ChainDEwithLHS 1 0 0
attr HullCenterHullAvgCauchyScrHammersleySearch 1 0 0
attr ChainCMAwithR30 1 0 0
attr FastGADiscreteOnePlusOne 1 0 0
attr LhsHSDE 1 0 0
attr ChainDEwithRsqrt 1 0 0
attr AnisoEMNA 1 0 0
attr HullCenterHullAvgLargeHammersleySearch 1 0 0
attr DoubleFastGAOptimisticNoisyDiscreteOnePlusOne 1 0 0
attr ChainCMAwithLHSdim 1 0 0
attr HullCenterHullAvgScrHaltonSearch 1 0 0
attr AnisoEMNATBPSA 1 0 0
attr ChainDEwithMetaTuneRecenteringsqrt 1 0 0
attr HSCMA 1 0 0
attr ChainPSOwithLHSsqrt 1 0 0
attr MetaNGOpt10 1 0 0
attr TEAvgLHSSearch 1 0 0
attr LSCMA 1 0 0
attr DiscreteNoisy13Splits 1 0 0
attr NGOptSingle25 1 0 0
attr Noisy13Splits 1 0 0
attr ParametrizationDE 1 0 0
attr HullCenterHullAvgScrHammersleySearch 1 0 0
attr TEAvgScrHammersleySearch 1 0 0

nevergrad.optimization.externalbo (1 missing, 0 any)

Symbol Typable Typed Any
attr HyperOpt 1 0 0

nevergrad.optimization.helpers (3 missing, 0 any)

Symbol Typable Typed Any
attr TorchOptimizer.parameters 1 0 0
attr TorchOptimizer.optimizer 1 0 0
attr TorchOptimizer.candidate 1 0 0

nevergrad.optimization.multiobjective.core (1 missing, 0 any)

Symbol Typable Typed Any
meth ParetoFront._filter_pareto_front 1 0 0

nevergrad.optimization.multiobjective.hypervolume (10 missing, 2 any)

Symbol Typable Typed Any
attr HypervolumeIndicator.reference_point 1 0 0
attr HypervolumeIndicator.dimension 1 0 0
attr HypervolumeIndicator.reference_bounds 1 0 0
meth VectorNode.lt 2 2 1
attr VectorNode.dimension 1 0 0
attr VectorNode.coordinates 1 0 0
attr VectorNode.dominated_flag 1 0 0
attr VectorNode.area 1 0 0
attr VectorNode.volume 1 0 0
meth VectorLinkedList.create_sorted 3 3 1
attr VectorLinkedList.dimension 1 0 0
attr VectorLinkedList.sentinel 1 0 0

nevergrad.optimization.multiobjective.nsga2 (3 missing, 0 any)

Symbol Typable Typed Any
meth CrowdingDistance.accumulate_distance_per_objective 3 2 0
meth CrowdingDistance.compute_distance 2 1 0
attr logger 1 0 0

nevergrad.optimization.mutations (2 missing, 0 any)

Symbol Typable Typed Any
meth Mutator.significantly_mutate 3 2 0
attr Mutator.random_state 1 0 0

nevergrad.optimization.oneshot (23 missing, 0 any)

Symbol Typable Typed Any
attr HammersleySearch 1 0 0
attr ScrHaltonSearchPlusMiddlePoint 1 0 0
attr RandomSearch 1 0 0
attr MetaRecentering 1 0 0
attr HaltonSearch 1 0 0
attr HaltonSearchPlusMiddlePoint 1 0 0
attr HullAvgMetaRecentering 1 0 0
attr LargeHaltonSearch 1 0 0
attr ScrHammersleySearch 1 0 0
attr CauchyScrHammersleySearch 1 0 0
attr RandomSearchPlusMiddlePoint 1 0 0
attr HammersleySearchPlusMiddlePoint 1 0 0
attr ScrHammersleySearchPlusMiddlePoint 1 0 0
attr HullAvgMetaTuneRecentering 1 0 0
attr ScrHaltonSearch 1 0 0
attr ORandomSearch 1 0 0
attr LHSSearch 1 0 0
attr CauchyLHSSearch 1 0 0
attr QOScrHammersleySearch 1 0 0
attr OScrHammersleySearch 1 0 0
attr QORandomSearch 1 0 0
attr AvgMetaRecenteringNoHull 1 0 0
attr MetaTuneRecentering 1 0 0

nevergrad.optimization.optimizerlib (330 missing, 0 any)

Symbol Typable Typed Any
attr ParametrizedCMA.scale 1 0 0
attr ParametrizedCMA.elitist 1 0 0
attr ParametrizedCMA.zero 1 0 0
attr ParametrizedCMA.popsize 1 0 0
attr ParametrizedCMA.popsize_factor 1 0 0
attr ParametrizedCMA.diagonal 1 0 0
attr ParametrizedCMA.fcmaes 1 0 0
attr ParametrizedCMA.high_speed 1 0 0
attr ParametrizedCMA.random_init 1 0 0
attr ParametrizedCMA.inopts 1 0 0
attr BayesOptim.init_budget 1 0 0
attr BayesOptim.pca 1 0 0
attr BayesOptim.n_components 1 0 0
attr BayesOptim.prop_doe_factor 1 0 0
attr ConfPSO.transform 1 0 0
attr ConfPSO.popsize 1 0 0
attr ConfPSO.omega 1 0 0
attr ConfPSO.phip 1 0 0
attr ConfPSO.phig 1 0 0
attr ConfPSO.qo 1 0 0
attr ConfPSO.sqo 1 0 0
attr ConfPSO.so 1 0 0
attr ConfPortfolio.optimizers 1 0 0
attr ConfPortfolio.warmup_ratio 1 0 0
attr ConfPortfolio.no_crossing 1 0 0
attr ConfSplitOptimizer.num_optims 1 0 0
attr ConfSplitOptimizer.num_vars 1 0 0
attr ConfSplitOptimizer.max_num_vars 1 0 0
attr ConfSplitOptimizer.multivariate_optimizer 1 0 0
attr ConfSplitOptimizer.monovariate_optimizer 1 0 0
attr ConfSplitOptimizer.progressive 1 0 0
attr ConfSplitOptimizer.non_deterministic_descriptor 1 0 0
attr OnePlusOne 1 0 0
attr OldCMA 1 0 0
attr DiscreteLenglerOnePlusOne 1 0 0
attr Carola15 1 0 0
attr Portfolio.no_crossing 1 0 0
attr Portfolio.str_info 1 0 0
attr Portfolio.turns 1 0 0
attr Portfolio.num_times 1 0 0
attr Carola14 1 0 0
attr VastDE 1 0 0
attr SVM1MetaModelE 1 0 0
attr SADiscreteLenglerOnePlusOneLin100 1 0 0
attr CMApara 1 0 0
attr ParaPortfolio 1 0 0
attr SmoothLognormalDiscreteOnePlusOne 1 0 0
attr SmoothAdaptiveDiscreteOnePlusOne 1 0 0
attr RFMetaModelDE 1 0 0
attr NaiveIsoEMNA 1 0 0
attr Neural1MetaModelLogNormal 1 0 0
attr TinyLognormalDiscreteOnePlusOne 1 0 0
attr DS4 1 0 0
attr TinySQP 1 0 0
attr RandRecombiningDiscreteLognormalOnePlusOne 1 0 0
attr FCMA 1 0 0
attr DS8 1 0 0
attr TwoPtRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr SplitDE 1 0 0
attr RF1MetaModelOnePlusOne 1 0 0
attr pCarola6 1 0 0
attr CLengler 1 0 0
attr SplitTwoPointsDE 1 0 0
attr ManyLN 1 0 0
attr DS14 1 0 0
attr RecombiningDiscreteLenglerOnePlusOne 1 0 0
attr ChainCMAPowell 1 0 0
attr YoSmoothDiscreteLenglerOnePlusOne 1 0 0
attr CauchyOnePlusOne 1 0 0
attr SmootherDiscreteLenglerOnePlusOne 1 0 0
attr CMAL3 1 0 0
attr RF1MetaModel 1 0 0
attr ASCMADEthird 1 0 0
attr BOSplit 1 0 0
attr MetaModel 1 0 0
meth NgIoh13b.init 3 0 0
attr NgIoh13b.no_crossing 1 0 0
attr OpoTinyDE 1 0 0
attr Carola8 1 0 0
attr OptimisticNoisyOnePlusOne 1 0 0
attr SADiscreteOnePlusOneLin100 1 0 0
attr VoxelizeMetaModelOnePlusOne 1 0 0
attr OpoDE 1 0 0
attr RecombiningPortfolioDiscreteOnePlusOne 1 0 0
attr AnisotropicAdaptiveDiscreteOnePlusOne 1 0 0
attr OptimisticDiscreteOnePlusOne 1 0 0
attr CMAILL 1 0 0
attr Carola5 1 0 0
attr SQOPSODCMA20bar 1 0 0
attr MetaModelOnePlusOne 1 0 0
attr SADiscreteOnePlusOneExp09 1 0 0
attr DiscreteLengler2OnePlusOne 1 0 0
attr EDCMA 1 0 0
attr MicroSQP 1 0 0
attr SQOPSO 1 0 0
attr SuperSmoothRecombiningDiscreteLognormalOnePlusOne 1 0 0
attr HugeLognormalDiscreteOnePlusOne 1 0 0
attr ImageMetaModel 1 0 0
attr cGA.llambda 1 0 0
attr BAR 1 0 0
attr MultiCMA 1 0 0
attr Quad1MetaModelD 1 0 0
attr BO 1 0 0
attr ImageMetaModelLogNormal 1 0 0
attr UltraSmoothRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr SVMMetaModelPSO 1 0 0
attr SuperSmoothTinyLognormalDiscreteOnePlusOne 1 0 0
attr NoisyDiscreteOnePlusOne 1 0 0
attr TinyCMA 1 0 0
attr RecombiningPortfolioOptimisticNoisyDiscreteOnePlusOne 1 0 0
attr UltraSmoothDiscreteLenglerOnePlusOne 1 0 0
attr SOPSO 1 0 0
attr SpecialRL 1 0 0
attr CMARS 1 0 0
attr Carola7 1 0 0
attr ChainDSPowell 1 0 0
attr DiscreteLengler3OnePlusOne 1 0 0
attr NoisyRL3 1 0 0
attr SuperSmoothDiscreteLenglerOnePlusOne 1 0 0
attr Carola10 1 0 0
attr LPCMA 1 0 0
attr discretememetic 1 0 0
attr SmoothDiscreteLognormalOnePlusOne 1 0 0
attr SADiscreteLenglerOnePlusOneExp099 1 0 0
attr NgIohRS 1 0 0
attr RecombiningDiscreteLognormalOnePlusOne 1 0 0
meth NgIoh14b.init 3 0 0
attr NgIoh14b.no_crossing 1 0 0
attr SQOPSODCMA 1 0 0
attr TinyQODE 1 0 0
attr Carola6 1 0 0
attr SmoothElitistRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr SplitCSEC11 1 0 0
attr RFMetaModelPSO 1 0 0
attr DiscreteDoerrOnePlusOne 1 0 0
attr NoisyRL2 1 0 0
attr LargeCMA 1 0 0
attr TripleCMA 1 0 0
attr SmoothPortfolioDiscreteOnePlusOne 1 0 0
attr SmoothElitistRandRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr TinyLhsDE 1 0 0
attr Carola9 1 0 0
attr SVMMetaModelDE 1 0 0
attr UltraSmoothElitistRecombiningDiscreteLognormalOnePlusOne 1 0 0
attr RF1MetaModelLogNormal 1 0 0
attr EDA.sigma 1 0 0
attr EDA.covariance 1 0 0
attr EDA.popsize 1 0 0
attr SuperSmoothRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr SmoothRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr ImageMetaModelDiagonalCMA 1 0 0
attr VastLengler 1 0 0
attr PortfolioDiscreteOnePlusOne 1 0 0
attr Carola11 1 0 0
attr SmoothElitistRandRecombiningDiscreteLognormalOnePlusOne 1 0 0
attr NgLglr 1 0 0
attr CMAtuning 1 0 0
attr CMAstd 1 0 0
attr RLSOnePlusOne 1 0 0
attr NgRS 1 0 0
attr SplitQODE 1 0 0
attr SplitPSO 1 0 0
attr SQORealSpacePSO 1 0 0
attr PCarola6 1 0 0
attr Quad1MetaModel 1 0 0
attr XLognormalDiscreteOnePlusOne 1 0 0
attr Neural1MetaModel 1 0 0
attr MetaModelPSO 1 0 0
attr SmoothDiscreteOnePlusOne 1 0 0
attr SplitSQOPSO 1 0 0
attr ChainMetaModelPowell 1 0 0
attr SQOPSODCMA20 1 0 0
attr MetaModelTwoPointsDE 1 0 0
attr OnePlusLambda 1 0 0
attr BAR4 1 0 0
attr NeuralMetaModelTwoPointsDE 1 0 0
attr SparseOrNot 1 0 0
attr BAR2 1 0 0
attr FCarola6 1 0 0
attr CMAsmall 1 0 0
attr BayesOptimBO 1 0 0
attr NoisyRL1 1 0 0
attr CMALYS 1 0 0
attr TBPSA 1 0 0
attr RandRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr SVM1MetaModel 1 0 0
attr SADiscreteLenglerOnePlusOneExp09Auto 1 0 0
attr DiscreteBSOOnePlusOne 1 0 0
attr AdaptiveDiscreteOnePlusOne 1 0 0
attr SmoothDiscreteLenglerOnePlusOne 1 0 0
attr RFMetaModelOnePlusOne 1 0 0
attr DS9 1 0 0
attr LSDE 1 0 0
attr NgIohMLn 1 0 0
attr PortfolioDiscreteOnePlusOneT 1 0 0
attr NaiveTBPSA 1 0 0
attr PCABO 1 0 0
attr CMALn 1 0 0
attr ChainDiagonalCMAPowell 1 0 0
attr NgDS3 1 0 0
attr SADiscreteLenglerOnePlusOneLin1 1 0 0
attr StupidRandom 1 0 0
attr LognormalDiscreteOnePlusOne 1 0 0
attr NeuralMetaModelLogNormal 1 0 0
attr CMALL 1 0 0
attr SparseDoubleFastGADiscreteOnePlusOne 1 0 0
attr RFMetaModelLogNormal 1 0 0
attr RFMetaModelTwoPointsDE 1 0 0
attr DiscreteLenglerOnePlusOneT 1 0 0
attr ImageMetaModelLengler 1 0 0
attr MemeticDE 1 0 0
attr ImageMetaModelOnePlusOne 1 0 0
meth NgIoh12b.init 3 0 0
attr NgIoh12b.no_crossing 1 0 0
attr SVM1MetaModelLogNormal 1 0 0
attr DiscreteOnePlusOne 1 0 0
attr NgLn 1 0 0
attr MinRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr MaxRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr QORealSpacePSO 1 0 0
attr RescaledCMA 1 0 0
attr NeuralMetaModel 1 0 0
attr CMAL2 1 0 0
attr MultiScaleCMA 1 0 0
attr MultiLN 1 0 0
attr CMAbounded 1 0 0
attr SVM1MetaModelOnePlusOne 1 0 0
attr PolyCMA 1 0 0
attr RF1MetaModelE 1 0 0
attr DoubleFastGADiscreteOnePlusOne 1 0 0
attr Neural1MetaModelD 1 0 0
attr RFMetaModel 1 0 0
attr DS2 1 0 0
attr NoisyOnePlusOne 1 0 0
attr MixDeterministicRL 1 0 0
attr SplitCMA 1 0 0
attr Neural1MetaModelE 1 0 0
attr ChainNaiveTBPSAPowell 1 0 0
attr NeuralMetaModelDE 1 0 0
attr PSO 1 0 0
attr MetaModelLogNormal 1 0 0
attr OLNDiscreteOnePlusOne 1 0 0
attr SVMMetaModel 1 0 0
attr VLPCMA 1 0 0
attr TinySPSA 1 0 0
attr ChainMetaModelDSSQP 1 0 0
attr DiscreteOnePlusOneT 1 0 0
attr QNDE 1 0 0
attr CMAL 1 0 0
attr Quad1MetaModelOnePlusOne 1 0 0
attr SmoothRecombiningPortfolioDiscreteOnePlusOne 1 0 0
attr CMASL2 1 0 0
attr SVMMetaModelLogNormal 1 0 0
attr Carola2 1 0 0
meth NgIoh15b.init 3 0 0
attr NgIoh15b.no_crossing 1 0 0
attr XSmallLognormalDiscreteOnePlusOne 1 0 0
attr OnePtRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr Quad1MetaModelE 1 0 0
attr MetaModelDSproba 1 0 0
attr logger 1 0 0
attr QOPSO 1 0 0
attr BigLognormalDiscreteOnePlusOne 1 0 0
attr PolyLN 1 0 0
attr SVM1MetaModelD 1 0 0
attr MetaModelDE 1 0 0
attr DS5 1 0 0
attr SmallLognormalDiscreteOnePlusOne 1 0 0
attr NgIohLn 1 0 0
attr DS6 1 0 0
attr LargeDiagCMA 1 0 0
attr Carola1 1 0 0
attr ImageMetaModelD 1 0 0
attr ChoiceBase.has_noise 1 0 0
attr ChoiceBase.noise_from_instrumentation 1 0 0
attr ChoiceBase.fully_continuous 1 0 0
attr ChoiceBase.has_discrete_not_softmax 1 0 0
attr SADiscreteOnePlusOneExp099 1 0 0
attr MultiDS 1 0 0
attr Neural1MetaModelOnePlusOne 1 0 0
attr RealSpacePSO 1 0 0
attr DiagonalCMA 1 0 0
attr UltraSmoothElitistRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr SADiscreteLenglerOnePlusOneExp09 1 0 0
attr Carola4 1 0 0
attr CMASL3 1 0 0
attr DiscreteLenglerFourthOnePlusOne 1 0 0
attr TripleOnePlusOne 1 0 0
attr LocalBFGS 1 0 0
attr MicroSPSA 1 0 0
attr GeneticDE 1 0 0
attr NGOptBase.has_noise 1 0 0
attr NGOptBase.has_real_noise 1 0 0
attr NGOptBase.noise_from_instrumentation 1 0 0
attr NGOptBase.fully_continuous 1 0 0
attr NGOptBase.has_discrete_not_softmax 1 0 0
attr SADiscreteLenglerOnePlusOneLinAuto 1 0 0
attr ChainMetaModelSQP 1 0 0
attr SPSA.init 1 0 0
attr SPSA.idx 1 0 0
attr SPSA.A 1 0 0
attr SPSA.c 1 0 0
attr SPSA.a 1 0 0
attr SuperSmoothElitistRecombiningDiscreteLenglerOnePlusOne 1 0 0
attr TripleDiagonalCMA 1 0 0
attr Carola13 1 0 0
attr ChainDE 1 0 0
attr BAR3 1 0 0
attr CMASL 1 0 0
attr Zero 1 0 0
func rescaled 3 2 0
attr MetaModelQODE 1 0 0
attr SVMMetaModelTwoPointsDE 1 0 0
attr CMALS 1 0 0
attr ImageMetaModelE 1 0 0
attr RF1MetaModelD 1 0 0
attr UltraSmoothDiscreteLognormalOnePlusOne 1 0 0
attr DiscreteLenglerHalfOnePlusOne 1 0 0
attr ChainNaiveTBPSACMAPowell 1 0 0
attr SDiagonalCMA 1 0 0
attr AXP.ax_parametrization 1 0 0
attr AXP.ax_client 1 0 0

nevergrad.optimization.recaster (5 missing, 0 any)

Symbol Typable Typed Any
meth SequentialRecastOptimizer.enable_pickling 1 0 0
meth SequentialRecastOptimizer.getstate 1 0 0
meth SequentialRecastOptimizer.setstate 2 0 0
attr BatchRecastOptimizer.batch_size 1 0 0

nevergrad.optimization.recastlib (35 missing, 0 any)

Symbol Typable Typed Any
attr SMAC3 1 0 0
attr DSproba 1 0 0
attr NLOPT_GN_DIRECT 1 0 0
attr NLOPT_GN_ESCH 1 0 0
attr DSsubspace 1 0 0
attr RSQP 1 0 0
attr NLOPT_LN_NEWUOA_BOUND 1 0 0
attr BOBYQA 1 0 0
attr PymooNSGA2 1 0 0
attr RBFGS 1 0 0
attr NLOPT_LN_BOBYQA 1 0 0
attr AX 1 0 0
attr NelderMead 1 0 0
attr NLOPT_GN_AGS 1 0 0
attr PymooBatchNSGA2 1 0 0
attr PymooBIPOP 1 0 0
attr NLOPT_LN_COBYLA 1 0 0
attr BFGS 1 0 0
attr NLOPT_LN_NELDERMEAD 1 0 0
attr SQP 1 0 0
attr NLOPT_LN_PRAXIS 1 0 0
attr CmaFmin2 1 0 0
attr RCobyla 1 0 0
attr NLOPT_GN_DIRECT_L 1 0 0
attr Powell 1 0 0
attr PymooCMAES 1 0 0
attr Cobyla 1 0 0
attr pysot 1 0 0
attr NLOPT_GN_CRS2_LM 1 0 0
attr NLOPT_GN_ISRES 1 0 0
attr LBFGSB 1 0 0
attr RPowell 1 0 0
attr DS3p 1 0 0
attr DSbase 1 0 0
attr NLOPT_LN_SBPLX 1 0 0

nevergrad.optimization.requirements_check (4 missing, 0 any)

Symbol Typable Typed Any
attr func 1 0 0
attr opt 1 0 0
attr folder 1 0 0
attr instrumentation 1 0 0

nevergrad.optimization.sequences (16 missing, 0 any)

Symbol Typable Typed Any
attr Sampler.random_state 1 0 0
attr Sampler.dimension 1 0 0
attr Sampler.budget 1 0 0
attr Sampler.index 1 0 0
attr HaltonPermutationGenerator.dimension 1 0 0
attr HaltonPermutationGenerator.scrambling 1 0 0
attr HaltonPermutationGenerator.primes 1 0 0
attr HaltonPermutationGenerator.seed 1 0 0
attr HaltonPermutationGenerator.fulllist 1 0 0
attr LHSSampler.permutations 1 0 0
attr LHSSampler.seed 1 0 0
attr LHSSampler.randg 1 0 0
attr HaltonSampler.permgen 1 0 0
attr Rescaler.sample_mins 1 0 0
attr Rescaler.sample_maxs 1 0 0
attr Rescaler.epsilon 1 0 0

nevergrad.optimization.utils (15 missing, 0 any)

Symbol Typable Typed Any
attr DelayedJob.func 1 0 0
attr DelayedJob.args 1 0 0
attr DelayedJob.kwargs 1 0 0
attr ConstraintManager.max_trials 1 0 0
attr ConstraintManager.penalty_factor 1 0 0
attr ConstraintManager.penalty_exponent 1 0 0
meth Pruning.init 3 2 0
attr Pruning.min_len 1 0 0
attr Pruning.max_len 1 0 0
attr UidQueue.told 1 0 0
attr MultiValue.count 1 0 0
attr MultiValue.mean 1 0 0
attr MultiValue.square 1 0 0
attr MultiValue.variance 1 0 0
attr MultiValue.parameter 1 0 0

nevergrad.parametrization._layering (3 missing, 0 any)

Symbol Typable Typed Any
attr Int.ordered 1 0 0
attr Int.deterministic 1 0 0
attr Layered.uid 1 0 0

nevergrad.parametrization.core (9 missing, 0 any)

Symbol Typable Typed Any
attr Parameter.neural 1 0 0
attr Parameter.has_constraints 1 0 0
attr Parameter.enforce_determinism 1 0 0
attr Parameter.real_world 1 0 0
attr Parameter.hptuning 1 0 0
attr Parameter.tabu_fails 1 0 0
attr Parameter.tabu_length 1 0 0
attr Parameter.tabu_index 1 0 0
attr Parameter.function 1 0 0

nevergrad.parametrization.data (1 missing, 0 any)

Symbol Typable Typed Any
attr Data.parameters 1 0 0

nevergrad.parametrization.discretization (1 missing, 0 any)

Symbol Typable Typed Any
attr Encoder.weights 1 0 0

nevergrad.parametrization.helpers (4 missing, 0 any)

Symbol Typable Typed Any
attr Normalizer.reference 1 0 0
attr Normalizer.working 1 0 0
attr Normalizer.unbounded_transform 1 0 0
attr Normalizer.fully_bounded 1 0 0

nevergrad.parametrization.instantiate (9 missing, 0 any)

Symbol Typable Typed Any
attr FolderFunction.command 1 0 0
attr FolderFunction.verbose 1 0 0
attr FolderFunction.postprocessings 1 0 0
attr FolderFunction.instantiator 1 0 0
attr Placeholder.name 1 0 0
attr Placeholder.comment 1 0 0
attr FolderInstantiator.folder 1 0 0
attr FileTextFunction.filepath 1 0 0
attr FileTextFunction.placeholders 1 0 0

nevergrad.parametrization.mutation (8 missing, 2 any)

Symbol Typable Typed Any
attr MutationChoice.mutations 1 0 0
attr MutationChoice.with_default 1 0 0
meth LocalGaussian.init 3 2 0
meth Translation.init 2 1 0
meth DataMutation.init 2 2 1
meth Jumping.init 3 2 0
meth AxisSlicedArray.init 3 2 0
attr AxisSlicedArray.array 1 0 0
attr AxisSlicedArray.axis 1 0 0
meth Crossover.init 4 4 1

nevergrad.parametrization.transforms (15 missing, 0 any)

Symbol Typable Typed Any
attr CumulativeDensity.name 1 0 0
attr TanhBound.name 1 0 0
attr ArctanBound.name 1 0 0
attr Transform.name 1 0 0
attr Affine.a 1 0 0
attr Affine.b 1 0 0
attr Affine.name 1 0 0
attr Clipping.name 1 0 0
attr Clipping.checker 1 0 0
attr Exponentiate.base 1 0 0
attr Exponentiate.coeff 1 0 0
attr Exponentiate.name 1 0 0
attr Fourrier.name 1 0 0
attr Reverted.transform 1 0 0
attr Reverted.name 1 0 0

nevergrad.parametrization.utils (12 missing, 0 any)

Symbol Typable Typed Any
attr TemporaryDirectoryCopy.copyname 1 0 0
attr CommandFunction.command 1 0 0
attr CommandFunction.verbose 1 0 0
attr CommandFunction.cwd 1 0 0
attr CommandFunction.env 1 0 0
attr FunctionInfo.deterministic 1 0 0
attr FunctionInfo.proxy 1 0 0
attr FunctionInfo.metrizable 1 0 0
attr BoundChecker.bounds 1 0 0
attr Subobjects.obj 1 0 0
attr Subobjects.cls 1 0 0
attr Subobjects.attribute 1 0 0

Type-Ignore Comments

Flavor Count
type: ignore 19