GPax
Notes
Installation
How To Use
Package Content
GPax models
Acquisition functions
Kernels
Priors
Hypothesis learning
Utilities
Examples
Colab notebooks
GPax
Index
Index
A
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
A
auto_lognormal_kernel_priors() (in module gpax.priors)
auto_lognormal_priors() (in module gpax.priors)
auto_normal_kernel_priors() (in module gpax.priors)
auto_normal_priors() (in module gpax.priors)
D
DKL (class in gpax.models.dkl)
dviz() (in module gpax.utils)
E
EI() (in module gpax.acquisition)
embed() (gpax.models.dkl.DKL method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
enable_x64() (in module gpax.utils)
eps_greedy() (in module gpax.hypo)
ExactGP (class in gpax.models.gp)
F
fit() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.spm.sPM method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
fit_predict() (gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
G
gamma_dist() (in module gpax.priors)
get_data_var_samples() (gpax.models.hskgp.VarNoiseGP method)
get_keys() (in module gpax.utils)
get_mvn_posterior() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
get_param_means() (gpax.models.spm.sPM method)
get_samples() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.spm.sPM method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
gpreg() (gpax.models.mngp.MeasuredNoiseGP method)
H
halfnormal_dist() (in module gpax.priors)
I
iBNN (class in gpax.models.ibnn)
K
KG() (in module gpax.acquisition)
L
LCMKernel() (in module gpax.kernels)
linreg() (gpax.models.mngp.MeasuredNoiseGP method)
lognormal_dist() (in module gpax.priors)
M
MaternKernel() (in module gpax.kernels)
MeasuredNoiseGP (class in gpax.models.mngp)
model() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.spm.sPM method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
MultiTaskGP (class in gpax.models.mtgp)
MultitaskKernel() (in module gpax.kernels)
MultivariateKernel() (in module gpax.kernels)
N
NNGPKernel() (in module gpax.kernels)
normal_dist() (in module gpax.priors)
O
optimize_acq() (in module gpax.acquisition)
P
PeriodicKernel() (in module gpax.kernels)
POI() (in module gpax.acquisition)
predict() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.spm.sPM method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
predict_in_batches() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
Q
qEI() (in module gpax.acquisition)
qKG() (in module gpax.acquisition)
qPOI() (in module gpax.acquisition)
qUCB() (in module gpax.acquisition)
R
RBFKernel() (in module gpax.kernels)
S
sample_from_posterior() (gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
sample_from_prior() (gpax.models.dkl.DKL method)
(gpax.models.gp.ExactGP method)
(gpax.models.hskgp.VarNoiseGP method)
(gpax.models.ibnn.iBNN method)
(gpax.models.mngp.MeasuredNoiseGP method)
(gpax.models.mtgp.MultiTaskGP method)
(gpax.models.sparse_gp.viSparseGP method)
(gpax.models.spm.sPM method)
(gpax.models.uigp.UIGP method)
(gpax.models.vgp.vExactGP method)
(gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
(gpax.models.vigp.viGP method)
sample_next() (in module gpax.hypo)
sample_single_posterior_predictive() (gpax.models.spm.sPM method)
set_fn() (in module gpax.utils)
set_kernel_fn() (in module gpax.utils)
single_fit() (gpax.models.vi_mtdkl.viMTDKL method)
(gpax.models.vidkl.viDKL method)
softmax() (in module gpax.hypo)
sPM (class in gpax.models.spm)
step() (in module gpax.hypo)
T
Thompson() (in module gpax.acquisition)
U
UCB() (in module gpax.acquisition)
UE() (in module gpax.acquisition)
UIGP (class in gpax.models.uigp)
uniform_dist() (in module gpax.priors)
update_record() (in module gpax.hypo)
V
VarNoiseGP (class in gpax.models.hskgp)
vExactGP (class in gpax.models.vgp)
viDKL (class in gpax.models.vidkl)
viGP (class in gpax.models.vigp)
viMTDKL (class in gpax.models.vi_mtdkl)
viSparseGP (class in gpax.models.sparse_gp)