hbayes
0.0.1
Tutorials
Installation
Best Practices
Basic tour of the Bayesian Optimization package
Advanced tour of the Bayesian Optimization package
Sequential Domain Reduction
Exploitation vs Exploration
Visualization
API Documentation
hbayes.bayesian_optimization
hbayes.config
hbayes.domain_reduction
hbayes.event
hbayes.logger
hbayes.target_space
hbayes.util
hbayes
Docs
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Index
Index
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A
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B
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D
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E
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F
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H
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J
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L
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M
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P
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Q
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R
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S
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T
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U
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__AUTHOR__ (in module hbayes.config.meta)
__AUTHOR_EMAIL__ (in module hbayes.config.meta)
__DESCRIPTION__ (in module hbayes.config.meta)
__init__() (hbayes.bayesian_optimization.BayesianOptimization method)
(hbayes.bayesian_optimization.Queue method)
(hbayes.domain_reduction.DomainTransformer method)
(hbayes.domain_reduction.SDRCore method)
(hbayes.domain_reduction.SequentialDomainReductionTransformer method)
(hbayes.domain_reduction.TransformerCore method)
(hbayes.logger.JSONLogger method)
(hbayes.logger.ScreenLogger method)
(hbayes.logger.StepTracker method)
(hbayes.target_space.TargetSpace method)
(hbayes.util.UtilityFunction method)
__TITLE__ (in module hbayes.config.meta)
__VERSION__ (in module hbayes.config.meta)
A
acq_max() (in module hbayes.util)
add() (hbayes.bayesian_optimization.Queue method)
B
BayesianOptimization (class in hbayes.bayesian_optimization)
D
DomainTransformer (class in hbayes.domain_reduction)
E
END (hbayes.event.OptimizationEvent attribute)
ensure_rng() (in module hbayes.util)
F
FuncFailed (class in hbayes.target_space)
H
hbayes.bayesian_optimization
module
hbayes.config
module
hbayes.config.meta
module
hbayes.domain_reduction
module
hbayes.event
module
hbayes.logger
module
hbayes.target_space
module
hbayes.util
module
J
JSONLogger (class in hbayes.logger)
L
load_logs() (in module hbayes.util)
M
max() (hbayes.target_space.TargetSpace method)
maximize() (hbayes.bayesian_optimization.BayesianOptimization method)
module
hbayes.bayesian_optimization
hbayes.config
hbayes.config.meta
hbayes.domain_reduction
hbayes.event
hbayes.logger
hbayes.target_space
hbayes.util
P
probe() (hbayes.bayesian_optimization.BayesianOptimization method)
(hbayes.target_space.TargetSpace method)
Q
Queue (class in hbayes.bayesian_optimization)
R
random_sample() (hbayes.target_space.TargetSpace method)
register() (hbayes.bayesian_optimization.BayesianOptimization method)
(hbayes.target_space.TargetSpace method)
res() (hbayes.target_space.TargetSpace method)
S
ScreenLogger (class in hbayes.logger)
SDRCore (class in hbayes.domain_reduction)
SequentialDomainReductionTransformer (class in hbayes.domain_reduction)
set_bounds() (hbayes.bayesian_optimization.BayesianOptimization method)
(hbayes.target_space.TargetSpace method)
set_gp_params() (hbayes.bayesian_optimization.BayesianOptimization method)
SKIP (hbayes.event.OptimizationEvent attribute)
START (hbayes.event.OptimizationEvent attribute)
STEP (hbayes.event.OptimizationEvent attribute)
StepTracker (class in hbayes.logger)
suggest() (hbayes.bayesian_optimization.BayesianOptimization method)
T
TargetSpace (class in hbayes.target_space)
TransformerCore (class in hbayes.domain_reduction)
U
UtilityFunction (class in hbayes.util)
Other Versions
v: main
Tags
v0.0.1
Branches
main