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A
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B
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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O
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P
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R
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U
_
_expand_trajectory() (l2l.optimizers.optimizer.Optimizer method)
A
adam_update() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
AdamParameters (class in l2l.optimizers.gradientdescent.optimizer)
apply() (l2l.sdict method)
(l2l.sdictm method)
B
BayesianGaussianMixture (class in l2l.optimizers.crossentropy.distribution)
bounding_func() (l2l.optimizees.functions.optimizee.FunctionGeneratorOptimizee method)
(l2l.optimizees.mnist.optimizee.MNISTOptimizee method)
C
classic_gd_update() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
ClassicGDParameters (class in l2l.optimizers.gradientdescent.optimizer)
configure_loggers() (in module l2l.logging_tools)
convert_dict_to_numpy() (in module l2l)
cooling() (l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingOptimizer method)
cooling_schedule() (l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
copy() (l2l.sdictm method)
create_individual() (l2l.optimizees.functions.optimizee.FunctionGeneratorOptimizee method)
(l2l.optimizees.mnist.optimizee.MNISTOptimizee method)
(l2l.optimizees.optimizee.Optimizee method)
create_shared_logger_data() (in module l2l.logging_tools)
CrossEntropyOptimizer (class in l2l.optimizers.crossentropy.optimizer)
CrossEntropyParameters (class in l2l.optimizers.crossentropy.optimizer)
CXPB() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
D
dict_to_list() (in module l2l)
DictEntryType (class in l2l)
Distribution (class in l2l.optimizers.crossentropy.distribution)
distribution() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.face.optimizer.FACEParameters property)
E
end() (l2l.optimizers.crossentropy.optimizer.CrossEntropyOptimizer method)
(l2l.optimizers.evolution.optimizer.GeneticAlgorithmOptimizer method)
(l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesOptimizer method)
(l2l.optimizers.face.optimizer.FACEOptimizer method)
(l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
(l2l.optimizers.gridsearch.optimizer.GridSearchOptimizer method)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesOptimizer method)
(l2l.optimizers.optimizer.Optimizer method)
(l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingOptimizer method)
end_experiment() (l2l.utils.experiment.Experiment method)
eval_pop (l2l.optimizers.gridsearch.optimizer.GridSearchOptimizer attribute)
(l2l.optimizers.optimizer.Optimizer attribute)
EvolutionStrategiesOptimizer (class in l2l.optimizers.evolutionstrategies.optimizer)
EvolutionStrategiesParameters (class in l2l.optimizers.evolutionstrategies.optimizer)
Experiment (class in l2l.utils.experiment)
exploration_step_size() (l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
(l2l.optimizers.gradientdescent.optimizer.ClassicGDParameters property)
(l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
(l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
F
f_add_derived_parameter() (l2l.utils.trajectory.Trajectory method)
f_add_parameter() (l2l.utils.groups.ParameterGroup method)
(l2l.utils.trajectory.Trajectory method)
f_add_parameter_group() (l2l.utils.trajectory.Trajectory method)
f_add_parameter_to_group() (l2l.utils.trajectory.Trajectory method)
f_add_result() (l2l.utils.trajectory.Trajectory method)
f_expand() (l2l.utils.trajectory.Trajectory method)
FACEOptimizer (class in l2l.optimizers.face.optimizer)
FACEParameters (class in l2l.optimizers.face.optimizer)
first_order_decay() (l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
fit() (l2l.optimizers.crossentropy.distribution.BayesianGaussianMixture method)
(l2l.optimizers.crossentropy.distribution.Distribution method)
(l2l.optimizers.crossentropy.distribution.Gaussian method)
(l2l.optimizers.crossentropy.distribution.NoisyGaussian method)
fitness_shaping_enabled() (l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
frozen() (l2l.sdictm method)
FunctionGeneratorOptimizee (class in l2l.optimizees.functions.optimizee)
G
g (l2l.optimizers.gridsearch.optimizer.GridSearchOptimizer attribute)
(l2l.optimizers.optimizer.Optimizer attribute)
Gaussian (class in l2l.optimizers.crossentropy.distribution)
GeneticAlgorithmOptimizer (class in l2l.optimizers.evolution.optimizer)
GeneticAlgorithmParameters (class in l2l.optimizers.evolution.optimizer)
get() (l2l.sdictm method)
get_params() (l2l.optimizers.crossentropy.distribution.BayesianGaussianMixture method)
(l2l.optimizers.crossentropy.distribution.Distribution method)
(l2l.optimizers.crossentropy.distribution.Gaussian method)
(l2l.optimizers.crossentropy.distribution.NoisyBayesianGaussianMixture method)
(l2l.optimizers.crossentropy.distribution.NoisyGaussian method)
GradientDescentOptimizer (class in l2l.optimizers.gradientdescent.optimizer)
GridSearchOptimizer (class in l2l.optimizers.gridsearch.optimizer)
GridSearchParameters (class in l2l.optimizers.gridsearch.optimizer)
I
Individual (class in l2l.utils.individual)
indpb() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
init_adam() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
init_classic_gd() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
init_random_state() (l2l.optimizers.crossentropy.distribution.BayesianGaussianMixture method)
(l2l.optimizers.crossentropy.distribution.Distribution method)
(l2l.optimizers.crossentropy.distribution.Gaussian method)
init_rmsprop() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
init_stochastic_gd() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
K
keys() (l2l.sdictm method)
L
l2l.logging_tools
module
l2l.optimizees.functions.tools
module
learning_rate() (l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
(l2l.optimizers.gradientdescent.optimizer.ClassicGDParameters property)
(l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
(l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
learning_rate_mu() (l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
learning_rate_sigma() (l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
list_to_dict() (in module l2l)
M
matepar() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
max_pop_size() (l2l.optimizers.face.optimizer.FACEParameters property)
min_pop_size() (l2l.optimizers.face.optimizer.FACEParameters property)
mirrored_sampling_enabled() (l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
MNISTOptimizee (class in l2l.optimizees.mnist.optimizee)
MNISTOptimizeeParameters (class in l2l.optimizees.mnist.optimizee)
module
l2l.logging_tools
l2l.optimizees.functions.tools
momentum_decay() (l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
mu() (l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
mutpar() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
MUTPB() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
N
n_elite() (l2l.optimizers.face.optimizer.FACEParameters property)
n_expand() (l2l.optimizers.face.optimizer.FACEParameters property)
n_hidden() (l2l.optimizees.mnist.optimizee.MNISTOptimizeeParameters property)
n_iteration() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.face.optimizer.FACEParameters property)
(l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
(l2l.optimizers.gradientdescent.optimizer.ClassicGDParameters property)
(l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
(l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
(l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
n_parallel_runs() (l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
n_random_steps() (l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
(l2l.optimizers.gradientdescent.optimizer.ClassicGDParameters property)
(l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
(l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
NaturalEvolutionStrategiesOptimizer (class in l2l.optimizers.naturalevolutionstrategies.optimizer)
NaturalEvolutionStrategiesParameters (class in l2l.optimizers.naturalevolutionstrategies.optimizer)
NGEN() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
noise_std() (l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
noisy_step() (l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
NoisyBayesianGaussianMixture (class in l2l.optimizers.crossentropy.distribution)
NoisyGaussian (class in l2l.optimizers.crossentropy.distribution)
O
Optimizee (class in l2l.optimizees.optimizee)
Optimizer (class in l2l.optimizers.optimizer)
P
param_grid() (l2l.optimizers.gridsearch.optimizer.GridSearchParameters property)
ParameterGroup (class in l2l.utils.groups)
plot() (in module l2l.optimizees.functions.tools)
pop_size() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
popsize() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
post_process() (l2l.optimizers.crossentropy.optimizer.CrossEntropyOptimizer method)
(l2l.optimizers.evolution.optimizer.GeneticAlgorithmOptimizer method)
(l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesOptimizer method)
(l2l.optimizers.face.optimizer.FACEOptimizer method)
(l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
(l2l.optimizers.gridsearch.optimizer.GridSearchOptimizer method)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesOptimizer method)
(l2l.optimizers.optimizer.Optimizer method)
(l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingOptimizer method)
prepare_experiment() (l2l.utils.experiment.Experiment method)
R
rho() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
rmsprop_update() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
RMSPropParameters (class in l2l.optimizers.gradientdescent.optimizer)
run_experiment() (l2l.utils.experiment.Experiment method)
S
sample() (l2l.optimizers.crossentropy.distribution.BayesianGaussianMixture method)
(l2l.optimizers.crossentropy.distribution.Distribution method)
(l2l.optimizers.crossentropy.distribution.Gaussian method)
(l2l.optimizers.crossentropy.distribution.NoisyGaussian method)
Scalar (l2l.DictEntryType attribute)
sdict (class in l2l)
sdictm (class in l2l)
second_order_decay() (l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
seed() (l2l.optimizees.mnist.optimizee.MNISTOptimizeeParameters property)
(l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
(l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.face.optimizer.FACEParameters property)
(l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
(l2l.optimizers.gradientdescent.optimizer.ClassicGDParameters property)
(l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
(l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
(l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
Sequence (l2l.DictEntryType attribute)
sigma() (l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
simulate() (l2l.optimizees.functions.optimizee.FunctionGeneratorOptimizee method)
(l2l.optimizees.mnist.optimizee.MNISTOptimizee method)
(l2l.optimizees.optimizee.Optimizee method)
SimulatedAnnealingOptimizer (class in l2l.optimizers.simulatedannealing.optimizer)
SimulatedAnnealingParameters (class in l2l.optimizers.simulatedannealing.optimizer)
smoothing() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.face.optimizer.FACEParameters property)
stdout_discarded() (in module l2l)
stdout_redirected() (in module l2l)
stochastic_decay() (l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
stochastic_deviation() (l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
stochastic_gd_update() (l2l.optimizers.gradientdescent.optimizer.GradientDescentOptimizer method)
StochasticGDParameters (class in l2l.optimizers.gradientdescent.optimizer)
stop_criterion() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.evolutionstrategies.optimizer.EvolutionStrategiesParameters property)
(l2l.optimizers.face.optimizer.FACEParameters property)
(l2l.optimizers.gradientdescent.optimizer.AdamParameters property)
(l2l.optimizers.gradientdescent.optimizer.ClassicGDParameters property)
(l2l.optimizers.gradientdescent.optimizer.RMSPropParameters property)
(l2l.optimizers.gradientdescent.optimizer.StochasticGDParameters property)
(l2l.optimizers.naturalevolutionstrategies.optimizer.NaturalEvolutionStrategiesParameters property)
(l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
T
temp_decay() (l2l.optimizers.crossentropy.optimizer.CrossEntropyParameters property)
(l2l.optimizers.face.optimizer.FACEParameters property)
(l2l.optimizers.simulatedannealing.optimizer.SimulatedAnnealingParameters property)
todict() (l2l.sdictm method)
tournsize() (l2l.optimizers.evolution.optimizer.GeneticAlgorithmParameters property)
Trajectory (class in l2l.utils.trajectory)
U
update() (l2l.sdict method)
(l2l.sdictm method)
use_small_mnist() (l2l.optimizees.mnist.optimizee.MNISTOptimizeeParameters property)