Index

A

AlwaysDropout (class in ovejero.bnn_alexnet)

B

build() (ovejero.bnn_alexnet.ConcreteDropout method) (ovejero.bnn_alexnet.SpatialConcreteDropout method)

build_tf_dataset() (in module ovejero.data_tools)

C

call() (ovejero.bnn_alexnet.AlwaysDropout method) (ovejero.bnn_alexnet.ConcreteDropout method) (ovejero.bnn_alexnet.SpatialConcreteDropout method) cd_regularizer() (in module ovejero.bnn_alexnet) compute_output_shape() (ovejero.bnn_alexnet.AlwaysDropout method) (ovejero.bnn_alexnet.ConcreteDropout method) (ovejero.bnn_alexnet.SpatialConcreteDropout method)

concrete_alexnet() (in module ovejero.bnn_alexnet) ConcreteDropout (class in ovejero.bnn_alexnet) config_checker() (in module ovejero.model_trainer) construct_precision_matrix() (ovejero.bnn_alexnet.LensingLossFunctions method)

D

diagonal_covariance_loss() (ovejero.bnn_alexnet.LensingLossFunctions method)

dropout_alexnet() (in module ovejero.bnn_alexnet)

F

full_covariance_loss() (ovejero.bnn_alexnet.LensingLossFunctions method)

G

gampsi_2_g1g2() (in module ovejero.data_tools) generate_tf_record() (in module ovejero.data_tools) get_config() (ovejero.bnn_alexnet.AlwaysDropout method) (ovejero.bnn_alexnet.ConcreteDropout method)

get_normed_pixel_scale() (in module ovejero.model_trainer) gm_full_covariance_loss() (ovejero.bnn_alexnet.LensingLossFunctions method)

L

LensingLossFunctions (class in ovejero.bnn_alexnet) load_config() (in module ovejero.model_trainer)

log_gauss_diag() (ovejero.bnn_alexnet.LensingLossFunctions method) log_gauss_full() (ovejero.bnn_alexnet.LensingLossFunctions method) log_gauss_gm_full() (ovejero.bnn_alexnet.LensingLossFunctions method)

M

main() (in module ovejero.model_trainer)

model_loss_builder() (in module ovejero.model_trainer) mse_loss() (ovejero.bnn_alexnet.LensingLossFunctions method)

N

normalize_lens_parameters() (in module ovejero.data_tools)

O

ovejero.bnn_alexnet (module)

ovejero.data_tools (module) ovejero.model_trainer (module)

P

p_value() (in module ovejero.bnn_alexnet)

prepare_tf_record() (in module ovejero.model_trainer)

S

SpatialConcreteDropout (class in ovejero.bnn_alexnet)

W

write_parameters_in_log_space() (in module ovejero.data_tools)