voiage
0.1
Contents:
Introduction to voiage
Installation
Getting Started
User Guide
API Reference
Examples
User Guide:
User Guide
API Reference:
API Reference
Examples:
Examples
voiage
Index
Index
_
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A
|
B
|
C
|
D
|
E
|
F
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G
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J
|
M
|
N
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P
|
R
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S
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T
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U
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V
_
__init__() (voiage.metamodels.ActiveLearningMetamodel method)
(voiage.metamodels.EnsembleMetamodel method)
__post_init__() (voiage.schema.DecisionOption method)
(voiage.schema.DynamicSpec method)
(voiage.schema.ParameterSet method)
(voiage.schema.PortfolioSpec method)
(voiage.schema.PortfolioStudy method)
(voiage.schema.TrialDesign method)
(voiage.schema.ValueArray method)
A
ActiveLearningMetamodel (class in voiage.metamodels)
adaptive_evsi() (in module voiage.methods.adaptive)
arms (voiage.schema.TrialDesign attribute)
,
[1]
B
BARTMetamodel (class in voiage.metamodels)
bayesian_adaptive_trial_simulator() (in module voiage.methods.adaptive)
budget_constraint (voiage.schema.PortfolioSpec attribute)
,
[1]
C
calculate_diagnostics() (in module voiage.metamodels)
calculate_nma_consistency() (in module voiage.methods.network_nma)
check_parameter_samples() (in module voiage.methods.basic)
compare_metamodels() (in module voiage.metamodels)
cost (voiage.schema.PortfolioStudy attribute)
,
[1]
cross_validate() (in module voiage.metamodels)
D
dataset (voiage.schema.ParameterSet attribute)
(voiage.schema.ValueArray attribute)
DecisionAnalysis (class in voiage.analysis)
DecisionOption (class in voiage.schema)
design (voiage.schema.PortfolioStudy attribute)
,
[1]
DynamicSpec (class in voiage.schema)
E
enbs() (in module voiage.methods.sample_information)
(voiage.analysis.DecisionAnalysis method)
EnsembleMetamodel (class in voiage.metamodels)
evpi() (in module voiage.methods.basic)
(voiage.analysis.DecisionAnalysis method)
evppi() (in module voiage.methods.basic)
(voiage.analysis.DecisionAnalysis method)
evsi() (in module voiage.methods.sample_information)
evsi_nma() (in module voiage.methods.network_nma)
F
fit() (voiage.metamodels.ActiveLearningMetamodel method)
(voiage.metamodels.BARTMetamodel method)
(voiage.metamodels.EnsembleMetamodel method)
(voiage.metamodels.FlaxMetamodel method)
(voiage.metamodels.GAMMetamodel method)
(voiage.metamodels.Metamodel method)
(voiage.metamodels.PyTorchNNMetamodel method)
(voiage.metamodels.RandomForestMetamodel method)
(voiage.metamodels.TinyGPMetamodel method)
FlaxMetamodel (class in voiage.metamodels)
from_jax() (voiage.schema.ParameterSet class method)
(voiage.schema.ValueArray class method)
from_numpy() (voiage.schema.ValueArray class method)
from_numpy_or_dict() (voiage.schema.ParameterSet class method)
G
GAMMetamodel (class in voiage.metamodels)
J
jax_parameters (voiage.schema.ParameterSet property)
jax_values (voiage.schema.ValueArray property)
M
Metamodel (class in voiage.metamodels)
MLP (class in voiage.metamodels)
module
voiage.analysis
voiage.metamodels
voiage.methods
voiage.methods.adaptive
voiage.methods.basic
voiage.methods.calibration
voiage.methods.network_nma
voiage.methods.observational
voiage.methods.portfolio
voiage.methods.sample_information
voiage.methods.sequential
voiage.methods.structural
voiage.schema
N
n_samples (voiage.schema.ParameterSet property)
(voiage.schema.ValueArray property)
n_strategies (voiage.schema.ValueArray property)
name (voiage.schema.DecisionOption attribute)
,
[1]
(voiage.schema.PortfolioStudy attribute)
,
[1]
P
parameter_names (voiage.schema.ParameterSet property)
parameters (voiage.schema.ParameterSet property)
ParameterSet (class in voiage.schema)
portfolio_voi() (in module voiage.methods.portfolio)
PortfolioSpec (class in voiage.schema)
PortfolioStudy (class in voiage.schema)
predict() (voiage.metamodels.ActiveLearningMetamodel method)
(voiage.metamodels.BARTMetamodel method)
(voiage.metamodels.EnsembleMetamodel method)
(voiage.metamodels.FlaxMetamodel method)
(voiage.metamodels.GAMMetamodel method)
(voiage.metamodels.Metamodel method)
(voiage.metamodels.PyTorchNNMetamodel method)
(voiage.metamodels.RandomForestMetamodel method)
(voiage.metamodels.TinyGPMetamodel method)
PyTorchNNMetamodel (class in voiage.metamodels)
R
RandomForestMetamodel (class in voiage.metamodels)
rmse() (voiage.metamodels.ActiveLearningMetamodel method)
(voiage.metamodels.BARTMetamodel method)
(voiage.metamodels.EnsembleMetamodel method)
(voiage.metamodels.FlaxMetamodel method)
(voiage.metamodels.GAMMetamodel method)
(voiage.metamodels.Metamodel method)
(voiage.metamodels.PyTorchNNMetamodel method)
(voiage.metamodels.RandomForestMetamodel method)
(voiage.metamodels.TinyGPMetamodel method)
S
sample_size (voiage.schema.DecisionOption attribute)
,
[1]
score() (voiage.metamodels.ActiveLearningMetamodel method)
(voiage.metamodels.BARTMetamodel method)
(voiage.metamodels.EnsembleMetamodel method)
(voiage.metamodels.FlaxMetamodel method)
(voiage.metamodels.GAMMetamodel method)
(voiage.metamodels.Metamodel method)
(voiage.metamodels.PyTorchNNMetamodel method)
(voiage.metamodels.RandomForestMetamodel method)
(voiage.metamodels.TinyGPMetamodel method)
sequential_voi() (in module voiage.methods.sequential)
simulate_nma_network_data() (in module voiage.methods.network_nma)
sophisticated_adaptive_trial_simulator() (in module voiage.methods.adaptive)
sophisticated_calibration_modeler() (in module voiage.methods.calibration)
sophisticated_nma_model_evaluator() (in module voiage.methods.network_nma)
strategy_names (voiage.schema.ValueArray property)
streaming_evpi() (voiage.analysis.DecisionAnalysis method)
streaming_evppi() (voiage.analysis.DecisionAnalysis method)
structural_evpi() (in module voiage.methods.structural)
structural_evpi_jit() (in module voiage.methods.structural)
structural_evppi() (in module voiage.methods.structural)
structural_evppi_jit() (in module voiage.methods.structural)
studies (voiage.schema.PortfolioSpec attribute)
,
[1]
T
time_steps (voiage.schema.DynamicSpec attribute)
,
[1]
TinyGPMetamodel (class in voiage.metamodels)
total_sample_size (voiage.schema.TrialDesign property)
TrialDesign (class in voiage.schema)
U
update_with_new_data() (voiage.analysis.DecisionAnalysis method)
V
ValueArray (class in voiage.schema)
values (voiage.schema.ValueArray property)
voi_calibration() (in module voiage.methods.calibration)
voi_observational() (in module voiage.methods.observational)
voiage.analysis
module
voiage.metamodels
module
voiage.methods
module
voiage.methods.adaptive
module
voiage.methods.basic
module
voiage.methods.calibration
module
voiage.methods.network_nma
module
voiage.methods.observational
module
voiage.methods.portfolio
module
voiage.methods.sample_information
module
voiage.methods.sequential
module
voiage.methods.structural
module
voiage.schema
module