Index

_

__init__() (tfConstrainedGauss.solve_id.model_id.LayerMultPrecCov method) (tfConstrainedGauss.solve_id.model_id.ModelID method) (tfConstrainedGauss.solve_id.solve_id.InputsID method) (tfConstrainedGauss.solve_id.solve_id.ResultsID method) (tfConstrainedGauss.solve_me.model_me.LayerPrecToCovMat method) (tfConstrainedGauss.solve_me.model_me.ModelME method) (tfConstrainedGauss.solve_me.solve_me.InputsME method) (tfConstrainedGauss.solve_me.solve_me.ResultsME method)

A

array_safe_eq() (in module tfConstrainedGauss.helpers)

C

call() (tfConstrainedGauss.solve_id.model_id.LayerMultPrecCov method) (tfConstrainedGauss.solve_id.model_id.ModelID method) (tfConstrainedGauss.solve_me.model_me.LayerPrecToCovMat method) (tfConstrainedGauss.solve_me.model_me.ModelME method) check_non_zero_idx_pairs() (in module tfConstrainedGauss.helpers) check_symmetric() (in module tfConstrainedGauss.helpers) constructDiag() (tfConstrainedGauss.solve_id.model_id.LayerMultPrecCov class method) (tfConstrainedGauss.solve_me.model_me.LayerPrecToCovMat class method) convert_mat_non_zero_to_inv_mat() (in module tfConstrainedGauss.helpers) (tfConstrainedGauss.solve_id.solve_id.InputsID method)

convert_mat_non_zero_to_inv_mat_non_zero() (in module tfConstrainedGauss.helpers) (tfConstrainedGauss.solve_id.solve_id.InputsID method) (tfConstrainedGauss.solve_me.solve_me.InputsME method) convert_mat_non_zero_to_mat() (in module tfConstrainedGauss.helpers) convert_mat_to_mat_non_zero() (in module tfConstrainedGauss.helpers) (tfConstrainedGauss.solve_id.solve_id.InputsID method) convert_np_to_pd() (in module tfConstrainedGauss.helpers) custom_weighted_mse() (in module tfConstrainedGauss.solve_me.solve_me)

D

dc_eq() (in module tfConstrainedGauss.helpers)

E

epochs (tfConstrainedGauss.solve_id.solve_id.InputsID attribute) (tfConstrainedGauss.solve_me.solve_me.InputsME attribute)

F

from_config() (tfConstrainedGauss.solve_id.model_id.LayerMultPrecCov class method) (tfConstrainedGauss.solve_id.model_id.ModelID class method) (tfConstrainedGauss.solve_me.model_me.LayerPrecToCovMat class method) (tfConstrainedGauss.solve_me.model_me.ModelME class method)

G

get_config() (tfConstrainedGauss.solve_id.model_id.LayerMultPrecCov method) (tfConstrainedGauss.solve_id.model_id.ModelID method) (tfConstrainedGauss.solve_me.model_me.LayerPrecToCovMat method) (tfConstrainedGauss.solve_me.model_me.ModelME method)

I

init_cov_mat_reconstructed (tfConstrainedGauss.solve_id.solve_id.ResultsID attribute) init_cov_mat_reconstructed_non_zero (tfConstrainedGauss.solve_me.solve_me.ResultsME attribute) init_prec_mat_non_zero (tfConstrainedGauss.solve_id.solve_id.ResultsID attribute) (tfConstrainedGauss.solve_me.solve_me.ResultsME attribute)

inputs (tfConstrainedGauss.solve_id.solve_id.ResultsID attribute) (tfConstrainedGauss.solve_me.solve_me.ResultsME attribute) InputsID (class in tfConstrainedGauss.solve_id.solve_id) InputsME (class in tfConstrainedGauss.solve_me.solve_me)

L

LayerMultPrecCov (class in tfConstrainedGauss.solve_id.model_id) LayerPrecToCovMat (class in tfConstrainedGauss.solve_me.model_me) learned_cov_mat (tfConstrainedGauss.solve_id.solve_id.ResultsID attribute) (tfConstrainedGauss.solve_me.solve_me.ResultsME attribute) learned_cov_mat_non_zero (tfConstrainedGauss.solve_me.solve_me.ResultsME property)

learned_prec_mat (tfConstrainedGauss.solve_id.solve_id.ResultsID property) (tfConstrainedGauss.solve_me.solve_me.ResultsME property) learned_prec_mat_non_zero (tfConstrainedGauss.solve_id.solve_id.ResultsID attribute) (tfConstrainedGauss.solve_me.solve_me.ResultsME attribute) learning_rate (tfConstrainedGauss.solve_id.solve_id.InputsID attribute) (tfConstrainedGauss.solve_me.solve_me.InputsME attribute)

M

ModelID (class in tfConstrainedGauss.solve_id.model_id) ModelME (class in tfConstrainedGauss.solve_me.model_me) module tfConstrainedGauss tfConstrainedGauss.helpers tfConstrainedGauss.net_common tfConstrainedGauss.solve_id tfConstrainedGauss.solve_id.model_id tfConstrainedGauss.solve_id.solve_id tfConstrainedGauss.solve_me tfConstrainedGauss.solve_me.model_me tfConstrainedGauss.solve_me.solve_me

N

n (tfConstrainedGauss.solve_id.solve_id.InputsID attribute) (tfConstrainedGauss.solve_me.solve_me.InputsME attribute) n_non_zero (tfConstrainedGauss.solve_id.model_id.LayerMultPrecCov property) (tfConstrainedGauss.solve_id.solve_id.InputsID property) (tfConstrainedGauss.solve_me.model_me.LayerPrecToCovMat property) (tfConstrainedGauss.solve_me.solve_me.InputsME property)

non_zero_idx_pairs (tfConstrainedGauss.solve_id.solve_id.InputsID attribute) (tfConstrainedGauss.solve_me.solve_me.InputsME attribute) normalize() (in module tfConstrainedGauss.helpers)

R

random_cov_mat() (in module tfConstrainedGauss.helpers) random_non_zero_idx_pairs() (in module tfConstrainedGauss.helpers) report() (tfConstrainedGauss.solve_id.solve_id.InputsID method) (tfConstrainedGauss.solve_id.solve_id.ResultsID method) (tfConstrainedGauss.solve_me.solve_me.InputsME method) (tfConstrainedGauss.solve_me.solve_me.ResultsME method)

ResultsID (class in tfConstrainedGauss.solve_id.solve_id) ResultsME (class in tfConstrainedGauss.solve_me.solve_me)

S

solve_id() (in module tfConstrainedGauss.solve_id.solve_id)

solve_me() (in module tfConstrainedGauss.solve_me.solve_me)

T

target_cov_mat (tfConstrainedGauss.solve_id.solve_id.InputsID attribute) target_cov_mat_non_zero (tfConstrainedGauss.solve_me.solve_me.InputsME attribute) tfConstrainedGauss module tfConstrainedGauss.helpers module tfConstrainedGauss.net_common module tfConstrainedGauss.solve_id module tfConstrainedGauss.solve_id.model_id module

tfConstrainedGauss.solve_id.solve_id module tfConstrainedGauss.solve_me module tfConstrainedGauss.solve_me.model_me module tfConstrainedGauss.solve_me.solve_me module trained_model (tfConstrainedGauss.solve_id.solve_id.ResultsID attribute) (tfConstrainedGauss.solve_me.solve_me.ResultsME attribute)

U

unit_mat() (in module tfConstrainedGauss.net_common)

unit_mat_sym() (in module tfConstrainedGauss.net_common) use_weighted_loss (tfConstrainedGauss.solve_me.solve_me.InputsME attribute)

V

verbose (tfConstrainedGauss.solve_me.solve_me.InputsME attribute)