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GP for 2D-4D images
GP-based Bayesian Optimization
Utility functions
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B
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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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N
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O
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P
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R
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S
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T
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V
B
boptimizer (class in gpim.gpbayes.boptim)
C
checkvalues() (boptimizer method)
confidence_bound() (in module gpim.gpbayes.acqfunc)
corrupt_data_xy() (in module gpim.gprutils)
corrupt_image2d() (in module gpim.gprutils)
corrupt_image3d() (in module gpim.gprutils)
E
evaluate_function() (boptimizer method)
expected_improvement() (in module gpim.gpbayes.acqfunc)
F
forward() (ivgprmodel method)
(skgprmodel method)
(vgprmodel method)
G
get_full_grid() (in module gpim.gprutils)
get_grid_indices() (in module gpim.gprutils)
get_sparse_grid() (in module gpim.gprutils)
gpim.gpbayes.acqfunc (module)
gpim.gpbayes.boptim (module)
gpim.gpreg.gpr (module)
gpim.gpreg.skgpr (module)
gpim.gpreg.vgpr (module)
gpim.gprutils (module)
I
ivgprmodel (class in gpim.gpreg.vgpr)
N
next_point() (boptimizer method)
O
open_edge_points() (in module gpim.gprutils)
P
plot_exploration_results() (in module gpim.gprutils)
plot_inducing_points() (in module gpim.gprutils)
plot_inducing_points_2d() (in module gpim.gprutils)
plot_inducing_points_3d() (in module gpim.gprutils)
plot_kernel_hyperparams() (in module gpim.gprutils)
plot_mixture_hyperparams() (in module gpim.gprutils)
plot_query_points() (in module gpim.gprutils)
plot_raw_data() (in module gpim.gprutils)
plot_reconstructed_data2d() (in module gpim.gprutils)
plot_reconstructed_data3d() (in module gpim.gprutils)
predict() (reconstructor method)
(skreconstructor method)
(vreconstructor method)
prepare_test_data() (in module gpim.gprutils)
prepare_training_data() (in module gpim.gprutils)
probability_of_improvement() (in module gpim.gpbayes.acqfunc)
R
reconstructor (class in gpim.gpreg.gpr)
run() (boptimizer method)
(reconstructor method)
(skreconstructor method)
(vreconstructor method)
S
save_results() (boptimizer method)
single_step() (boptimizer method)
skgprmodel (class in gpim.gpreg.skgpr)
skreconstructor (class in gpim.gpreg.skgpr)
step() (reconstructor method)
(skreconstructor method)
T
to_constrained_interval() (in module gpim.gprutils)
train() (reconstructor method)
(skreconstructor method)
(vreconstructor method)
U
update_points() (boptimizer method)
update_posterior() (boptimizer method)
V
vgprmodel (class in gpim.gpreg.vgpr)
vreconstructor (class in gpim.gpreg.vgpr)
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