vbvarsel
Contents:
Usage
Contributing
API Reference
vbvarsel
Index
Index
_
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A
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B
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C
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D
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E
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G
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H
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I
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K
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L
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M
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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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U
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V
_
__authors__ (in module vbvarsel)
__post_init__() (vbvarsel.global_parameters.Hyperparameters method)
(vbvarsel.Hyperparameters method)
__version__ (in module vbvarsel)
_entropy_wishart() (vbvarsel.elbo.ELBO_Computation method)
_extract_els() (in module vbvarsel.vbvarsel)
_ln_delta_annealed() (vbvarsel.elbo.ELBO_Computation method)
_ln_delta_minus_annealed() (vbvarsel.elbo.ELBO_Computation method)
_ln_pi() (vbvarsel.elbo.ELBO_Computation method)
_ln_precision() (vbvarsel.elbo.ELBO_Computation method)
_log_resp_annealed() (vbvarsel.elbo.ELBO_Computation method)
_Results (class in vbvarsel.vbvarsel)
_run_sim() (in module vbvarsel.vbvarsel)
A
a0 (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
add_ari() (vbvarsel.vbvarsel._Results method)
add_convergence() (vbvarsel.vbvarsel._Results method)
add_correct_irr_vars() (vbvarsel.vbvarsel._Results method)
add_correct_rel_vars() (vbvarsel.vbvarsel._Results method)
add_elbo() (vbvarsel.vbvarsel._Results method)
add_observations() (vbvarsel.vbvarsel._Results method)
add_prediction() (vbvarsel.vbvarsel._Results method)
add_relevants() (vbvarsel.vbvarsel._Results method)
add_runtimes() (vbvarsel.vbvarsel._Results method)
add_selected_variables() (vbvarsel.vbvarsel._Results method)
alpha0 (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
ARIs (vbvarsel.vbvarsel._Results attribute)
B
beta0 (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
C
calcAkj() (in module vbvarsel.calcparams)
calcAlphak() (in module vbvarsel.calcparams)
calcB() (in module vbvarsel.calcparams)
calcbetakj() (in module vbvarsel.calcparams)
calcC() (in module vbvarsel.calcparams)
calcDelta() (in module vbvarsel.calcparams)
calcexpF() (in module vbvarsel.calcparams)
calcexpF0() (in module vbvarsel.calcparams)
calcF0() (in module vbvarsel.calcparams)
calcM() (in module vbvarsel.calcparams)
calcN1() (in module vbvarsel.calcparams)
calcN2() (in module vbvarsel.calcparams)
calcS() (in module vbvarsel.calcparams)
calcXd() (in module vbvarsel.calcparams)
calcZ() (in module vbvarsel.calcparams)
clust_predictions (vbvarsel.vbvarsel._Results attribute)
compute() (vbvarsel.elbo.ELBO_Computation method)
convergence_ELBO (vbvarsel.vbvarsel._Results attribute)
convergence_itr (vbvarsel.vbvarsel._Results attribute)
correct_irr_vars (vbvarsel.vbvarsel._Results attribute)
correct_rel_vars (vbvarsel.vbvarsel._Results attribute)
D
d0 (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
data (vbvarsel.experiment_data.ExperimentValues attribute)
(vbvarsel.ExperimentValues attribute)
data_sim() (vbvarsel.data_sim_crook.SimulateCrookData method)
E
ELBO_Computation (class in vbvarsel.elbo)
ExperimentValues (class in vbvarsel)
(class in vbvarsel.experiment_data)
(vbvarsel.custodian.UserDataHandler attribute)
(vbvarsel.data_sim_crook.SimulateCrookData attribute)
expPi() (in module vbvarsel.calcparams)
expSigma() (in module vbvarsel.calcparams)
expTau() (in module vbvarsel.calcparams)
G
geometric_schedule() (in module vbvarsel.vbvarsel)
H
harmonic_schedule() (in module vbvarsel.vbvarsel)
Hyperparameters (class in vbvarsel)
(class in vbvarsel.global_parameters)
I
irrelevant_vars() (vbvarsel.data_sim_crook.SimulateCrookData method)
K
k1 (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
L
load_data() (vbvarsel.custodian.UserDataHandler method)
M
main() (in module vbvarsel)
(in module vbvarsel.vbvarsel)
max_annealed_itr (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
max_itr (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
max_models (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
means (vbvarsel.data_sim_crook.SimulateCrookData attribute)
(vbvarsel.global_parameters.SimulationParameters attribute)
(vbvarsel.SimulationParameters attribute)
mixture_proportions (vbvarsel.data_sim_crook.SimulateCrookData attribute)
(vbvarsel.global_parameters.SimulationParameters attribute)
(vbvarsel.SimulationParameters attribute)
module
vbvarsel
vbvarsel.calcparams
vbvarsel.custodian
vbvarsel.data_sim_crook
vbvarsel.elbo
vbvarsel.experiment_data
vbvarsel.global_parameters
vbvarsel.vbvarsel
N
n_observations (vbvarsel.global_parameters.SimulationParameters attribute)
(vbvarsel.SimulationParameters attribute)
n_relevant (vbvarsel.data_sim_crook.SimulateCrookData attribute)
n_relevants (vbvarsel.global_parameters.SimulationParameters attribute)
(vbvarsel.SimulationParameters attribute)
n_variables (vbvarsel.data_sim_crook.SimulateCrookData attribute)
(vbvarsel.global_parameters.SimulationParameters attribute)
(vbvarsel.SimulationParameters attribute)
normal() (in module vbvarsel.calcparams)
normalise_data() (vbvarsel.custodian.UserDataHandler method)
O
observation (vbvarsel.data_sim_crook.SimulateCrookData attribute)
observations (vbvarsel.vbvarsel._Results attribute)
P
permutation() (vbvarsel.data_sim_crook.SimulateCrookData method)
permutations (vbvarsel.experiment_data.ExperimentValues attribute)
(vbvarsel.ExperimentValues attribute)
R
relevant_vars() (vbvarsel.data_sim_crook.SimulateCrookData method)
relevants (vbvarsel.vbvarsel._Results attribute)
runtimes (vbvarsel.vbvarsel._Results attribute)
S
save_results() (vbvarsel.vbvarsel._Results method)
shuffle_normalised_data() (vbvarsel.custodian.UserDataHandler method)
shuffle_sim_data() (vbvarsel.data_sim_crook.SimulateCrookData method)
shuffled_data (vbvarsel.experiment_data.ExperimentValues attribute)
(vbvarsel.ExperimentValues attribute)
SimulateCrookData (class in vbvarsel.data_sim_crook)
SimulationParameters (class in vbvarsel)
(class in vbvarsel.global_parameters)
T
t_max (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
threshold (vbvarsel.global_parameters.Hyperparameters attribute)
(vbvarsel.Hyperparameters attribute)
true_labels (vbvarsel.experiment_data.ExperimentValues attribute)
(vbvarsel.ExperimentValues attribute)
U
UserDataHandler (class in vbvarsel.custodian)
V
variable_selected (vbvarsel.vbvarsel._Results attribute)
variance_covariance_matrix (vbvarsel.data_sim_crook.SimulateCrookData attribute)
vbvarsel
module
vbvarsel.calcparams
module
vbvarsel.custodian
module
vbvarsel.data_sim_crook
module
vbvarsel.elbo
module
vbvarsel.experiment_data
module
vbvarsel.global_parameters
module
vbvarsel.vbvarsel
module