PyALAF
Introduction
Package Description
Notebook examples
Introduction to PyALAF
Acquisition functions
Animations with PyALAF
Package API:
Animation
Continuous Acquisition Function
Multi-objective continuous Acquisition Function
Discrete Acquisition Function
Aggregation Function
Models
Optimize multi objectives - Population
Optimize multi objectives - Pool
Optimize single objective
Optimization step
Utils
PyALAF
Index
Index
A
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C
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E
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F
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G
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I
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M
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N
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P
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Q
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R
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S
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U
A
ArrheniusModel (class in PyALAF.models)
C
calculate_errors() (in module PyALAF.utils)
check_model() (in module PyALAF.utils)
conductivity_aggregation_fn() (in module PyALAF.aggregation_fn)
create_animation() (in module PyALAF.animation)
create_animation_continuous() (in module PyALAF.animation)
E
EI() (in module PyALAF.acfn_discrete)
EI_con() (in module PyALAF.acfn_continuous)
EI_multi() (in module PyALAF.acfn_continuous_multi)
evaluate() (PyALAF.models.ArrheniusModel method)
(PyALAF.models.inv_alos method)
(PyALAF.models.inv_rastrigin method)
(PyALAF.models.inv_rosenbrock method)
(PyALAF.models.inv_sphere method)
(PyALAF.models.PolyModel method)
(PyALAF.models.PoolModel method)
(PyALAF.models.PrefitModel method)
evaluate_on_grid() (PyALAF.models.PolyModel method)
F
fit_model() (in module PyALAF.utils)
G
generate_pool() (in module PyALAF.utils)
GSx() (in module PyALAF.acfn_discrete)
GSx_con() (in module PyALAF.acfn_continuous)
GSx_multi() (in module PyALAF.acfn_continuous_multi)
GSy() (in module PyALAF.acfn_discrete)
GSy_con() (in module PyALAF.acfn_continuous)
GSy_multi() (in module PyALAF.acfn_continuous_multi)
I
IDEAL() (in module PyALAF.acfn_discrete)
IDEAL_con() (in module PyALAF.acfn_continuous)
IDEAL_multi() (in module PyALAF.acfn_continuous_multi)
identity_aggregation_fn() (in module PyALAF.aggregation_fn)
iGS() (in module PyALAF.acfn_discrete)
iGS_con() (in module PyALAF.acfn_continuous)
iGS_multi() (in module PyALAF.acfn_continuous_multi)
inv_alos (class in PyALAF.models)
inv_rastrigin (class in PyALAF.models)
inv_rosenbrock (class in PyALAF.models)
inv_sphere (class in PyALAF.models)
M
make_prediction() (in module PyALAF.utils)
max_acquisition() (in module PyALAF.animation)
max_multi() (in module PyALAF.acfn_continuous_multi)
module
PyALAF.acfn_continuous
PyALAF.acfn_continuous_multi
PyALAF.acfn_discrete
PyALAF.aggregation_fn
PyALAF.animation
PyALAF.models
PyALAF.multi_optimize
PyALAF.multi_optimize_pool
PyALAF.optimize
PyALAF.optimize_step
PyALAF.utils
N
NIPV_multi() (in module PyALAF.acfn_continuous_multi)
P
POI() (in module PyALAF.acfn_discrete)
POI_con() (in module PyALAF.acfn_continuous)
POI_multi() (in module PyALAF.acfn_continuous_multi)
PolyModel (class in PyALAF.models)
PoolModel (class in PyALAF.models)
PrefitModel (class in PyALAF.models)
PyALAF.acfn_continuous
module
PyALAF.acfn_continuous_multi
module
PyALAF.acfn_discrete
module
PyALAF.aggregation_fn
module
PyALAF.animation
module
PyALAF.models
module
PyALAF.multi_optimize
module
PyALAF.multi_optimize_pool
module
PyALAF.optimize
module
PyALAF.optimize_step
module
PyALAF.utils
module
Q
QBC() (in module PyALAF.acfn_discrete)
QBC_con() (in module PyALAF.acfn_continuous)
QBC_con_old() (in module PyALAF.acfn_continuous)
QBC_multi() (in module PyALAF.acfn_continuous_multi)
(in module PyALAF.multi_optimize_pool)
R
results_to_df() (in module PyALAF.utils)
run_batch_learning() (in module PyALAF.optimize)
run_batch_learning_multi() (in module PyALAF.multi_optimize_pool)
run_continuous_batch_learning() (in module PyALAF.optimize)
run_continuous_batch_learning_multi() (in module PyALAF.multi_optimize)
S
SGSx() (in module PyALAF.acfn_discrete)
SGSx_con() (in module PyALAF.acfn_continuous)
SGSx_multi() (in module PyALAF.acfn_continuous_multi)
std_con() (in module PyALAF.acfn_continuous)
std_multi() (in module PyALAF.acfn_continuous_multi)
step_continous_multi() (in module PyALAF.optimize_step)
step_continuous() (in module PyALAF.optimize_step)
step_discrete() (in module PyALAF.optimize_step)
U
UCB() (in module PyALAF.acfn_discrete)
UCB_con() (in module PyALAF.acfn_continuous)
UCB_multi() (in module PyALAF.acfn_continuous_multi)
UIDAL() (in module PyALAF.acfn_discrete)
UIDAL_con() (in module PyALAF.acfn_continuous)
UIDAL_multi() (in module PyALAF.acfn_continuous_multi)