Index

A

add_to_argparse() (unKR.data.base_data_module.BaseDataModule static method) (unKR.lit_model.BaseLitModel.BaseLitModel static method) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel static method) (unKR.lit_model.GMUCLitModel.GMUCLitModel static method) (unKR.lit_model.GTransELitModel.GTransELitModel static method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel static method) (unKR.lit_model.UKGELitModel.UKGELitModel static method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel static method) (unKR.lit_model.UKGsELitModel.UKGsELitModel static method) (unKR.lit_model.UPGATLitModel.UPGATLitModel static method) Adv_Loss (class in unKR.loss.Adv_Loss) all_true_triples (unKR.data.DataPreprocess.UKGData attribute) allow_zero_length_dataloader_with_multiple_devices (unKR.lit_model.BEUrRELitModel.BEUrRELitModel attribute) (unKR.lit_model.GMUCLitModel.GMUCLitModel attribute) (unKR.lit_model.GTransELitModel.GTransELitModel attribute) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel attribute) (unKR.lit_model.UKGELitModel.UKGELitModel attribute) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel attribute) (unKR.lit_model.UKGsELitModel.UKGsELitModel attribute) (unKR.lit_model.UPGATLitModel.UPGATLitModel attribute)

args (unKR.data.DataPreprocess.GMUCData attribute) (unKR.data.DataPreprocess.UKGData attribute) (unKR.loss.Adv_Loss.Adv_Loss attribute) (unKR.loss.BEUrRE_Loss.BEUrRE_Loss attribute) (unKR.loss.FocusE_Loss.FocusE_Loss attribute) (unKR.loss.GMUC_Loss.GMUC_Loss attribute) (unKR.loss.GMUCp_Loss.GMUCp_Loss attribute)

B

BaseDataModule (class in unKR.data.base_data_module) BaseLitModel (class in unKR.lit_model.BaseLitModel)

BEUrRE_Loss (class in unKR.loss.BEUrRE_Loss) BEUrRELitModel (class in unKR.lit_model.BEUrRELitModel) build_graph() (unKR.data.DataPreprocess.GMUCData method)

C

calc_ranks() (in module unKR.eval_task.link_prediction) calc_ranks_raw() (in module unKR.eval_task.link_prediction) conf_predict() (in module unKR.eval_task.confidence_prediction) Config (class in unKR.data.base_data_module) (class in unKR.lit_model.BaseLitModel) configure_optimizers() (unKR.lit_model.BaseLitModel.BaseLitModel method) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method)

connections (unKR.data.DataPreprocess.GMUCData attribute) construct_hr_map() (unKR.data.Sampler.UKGETestSampler method) convert_neg_samples_batch() (unKR.lit_model.BaseLitModel.BaseLitModel method) convert_semi_samples_batch() (unKR.lit_model.BaseLitModel.BaseLitModel method) corrupt_head() (unKR.data.DataPreprocess.UKGEBaseSampler method) (unKR.lit_model.BaseLitModel.BaseLitModel method) corrupt_tail() (unKR.data.DataPreprocess.UKGEBaseSampler method) (unKR.lit_model.BaseLitModel.BaseLitModel method) count_frequency() (unKR.data.DataPreprocess.UKGData static method) cross_sampling_flag (unKR.data.Sampler.UKGEPSLSampler attribute) (unKR.data.Sampler.UKGEUniSampler attribute)

D

dev_tasks (unKR.data.DataPreprocess.GMUCData attribute)

E

e1_degrees (unKR.data.DataPreprocess.GMUCData attribute) e1_rele2 (unKR.data.DataPreprocess.GMUCData attribute) e1rel_e2 (unKR.data.DataPreprocess.GMUCData attribute)

ent2ic (unKR.data.DataPreprocess.GMUCData attribute) ent2id (unKR.data.DataPreprocess.GMUCData attribute) (unKR.data.DataPreprocess.UKGData attribute) (unKR.data.Sampler.GMUCTestSampler attribute)

F

FocusE_Loss (class in unKR.loss.FocusE_Loss) forward() (unKR.lit_model.BaseLitModel.BaseLitModel method) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method) (unKR.loss.Adv_Loss.Adv_Loss method) (unKR.loss.BEUrRE_Loss.BEUrRE_Loss method) (unKR.loss.FocusE_Loss.FocusE_Loss method) (unKR.loss.GMUC_Loss.GMUC_Loss method) (unKR.loss.GMUCp_Loss.GMUCp_Loss method) (unKR.loss.GTransE_Loss.GTransE_Loss method) (unKR.loss.PASSLEAF_Loss.PASSLEAF_Loss method) (unKR.loss.UKGE_Loss.UKGE_Loss method) (unKR.loss.UKGE_PSL_Loss.UKGE_PSL_Loss method) (unKR.loss.UKGsE_Loss.UKGsE_Loss method) (unKR.loss.UPGAT_Loss.UPGAT_Loss method)

G

generate_false() (unKR.data.DataPreprocess.GMUCBaseSampler method) get_all_true_triples() (unKR.data.DataPreprocess.UKGEBaseSampler method) get_config() (unKR.data.base_data_module.BaseDataModule method) get_data_config() (unKR.data.KGDataModule.GMUCDataModule method) (unKR.data.KGDataModule.KGDataModule method) get_e1rel_e2() (unKR.data.DataPreprocess.GMUCData method) get_h2rt_t2hr_from_train() (unKR.data.DataPreprocess.UKGData method) get_hr2t_rt2h_from_all() (unKR.data.Sampler.UKGETestSampler method) get_hr2t_rt2h_from_total() (unKR.data.DataPreprocess.UKGData method) get_hr2t_rt2h_from_train() (unKR.data.DataPreprocess.UKGData method) get_hr_map() (unKR.data.DataPreprocess.UKGEBaseSampler method) get_hr_train() (unKR.data.DataPreprocess.UKGData method) get_id() (unKR.data.DataPreprocess.UKGData method) get_logic_loss() (unKR.loss.BEUrRE_Loss.BEUrRE_Loss method) get_meta() (unKR.data.Sampler.GMUCSampler method) get_ontology() (unKR.data.DataPreprocess.GMUCData method) get_PSL() (unKR.data.DataPreprocess.UKGEBaseSampler method) get_rel2candidates() (unKR.data.DataPreprocess.GMUCData method) get_rele1_e2() (unKR.data.DataPreprocess.GMUCData method) get_results() (unKR.lit_model.BaseLitModel.BaseLitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) get_sampling_keys() (unKR.data.Sampler.GMUCSampler method) (unKR.data.Sampler.GMUCTestSampler method) (unKR.data.Sampler.UKGEPSLSampler method) (unKR.data.Sampler.UKGETestSampler method) (unKR.data.Sampler.UKGEUniSampler method)

get_tasks() (unKR.data.DataPreprocess.GMUCData method) get_test() (unKR.data.DataPreprocess.GMUCBaseSampler method) (unKR.data.DataPreprocess.UKGEBaseSampler method) get_train() (unKR.data.DataPreprocess.GMUCBaseSampler method) (unKR.data.DataPreprocess.UKGEBaseSampler method) get_train_bs() (unKR.data.KGDataModule.KGDataModule method) get_valid() (unKR.data.DataPreprocess.GMUCBaseSampler method) (unKR.data.DataPreprocess.UKGEBaseSampler method) GMUC_Loss (class in unKR.loss.GMUC_Loss) GMUCBaseSampler (class in unKR.data.DataPreprocess) GMUCData (class in unKR.data.DataPreprocess) GMUCDataModule (class in unKR.data.KGDataModule) GMUCLitModel (class in unKR.lit_model.GMUCLitModel) GMUCp_Loss (class in unKR.loss.GMUCp_Loss) GMUCSampler (class in unKR.data.Sampler) GMUCTestSampler (class in unKR.data.Sampler) GTransE_Loss (class in unKR.loss.GTransE_Loss) GTransELitModel (class in unKR.lit_model.GTransELitModel)

H

h2rt_train (unKR.data.DataPreprocess.UKGData attribute) head_batch() (unKR.data.DataPreprocess.UKGEBaseSampler method) (unKR.lit_model.BaseLitModel.BaseLitModel method) head_predict() (in module unKR.eval_task.link_prediction) head_predict_filter() (in module unKR.eval_task.link_prediction)

head_predict_raw() (in module unKR.eval_task.link_prediction) hr2t_all (unKR.data.Sampler.UKGETestSampler attribute) hr2t_all_high_score (unKR.data.Sampler.UKGETestSampler attribute) hr2t_total (unKR.data.DataPreprocess.UKGData attribute) hr2t_train (unKR.data.DataPreprocess.UKGData attribute)

I

id2ent (unKR.data.DataPreprocess.UKGData attribute)

id2rel (unKR.data.DataPreprocess.UKGData attribute)

K

KGDataModule (class in unKR.data.KGDataModule)

KGDataset (class in unKR.data.Sampler) known_rels (unKR.data.DataPreprocess.GMUCData attribute)

L

L2_regularization() (unKR.loss.BEUrRE_Loss.BEUrRE_Loss method) link_predict() (in module unKR.eval_task.link_prediction)

link_predict_filter() (in module unKR.eval_task.link_prediction) link_predict_raw() (in module unKR.eval_task.link_prediction)

M

main_mse_loss() (unKR.loss.BEUrRE_Loss.BEUrRE_Loss method) model (unKR.loss.Adv_Loss.Adv_Loss attribute) (unKR.loss.BEUrRE_Loss.BEUrRE_Loss attribute) (unKR.loss.FocusE_Loss.FocusE_Loss attribute) (unKR.loss.GMUC_Loss.GMUC_Loss attribute) (unKR.loss.GMUCp_Loss.GMUCp_Loss attribute) module unKR.data.base_data_module unKR.data.DataPreprocess unKR.data.KGDataModule unKR.data.Sampler unKR.eval_task.confidence_prediction unKR.eval_task.link_prediction unKR.lit_model.BaseLitModel unKR.lit_model.BEUrRELitModel unKR.lit_model.GMUCLitModel unKR.lit_model.GTransELitModel unKR.lit_model.PASSLEAFLitModel unKR.lit_model.UKGELitModel unKR.lit_model.UKGEPSLLitModel unKR.lit_model.UKGsELitModel unKR.lit_model.UPGATLitModel unKR.loss.Adv_Loss unKR.loss.BEUrRE_Loss unKR.loss.FocusE_Loss unKR.loss.GMUC_Loss unKR.loss.GMUCp_Loss unKR.loss.GTransE_Loss unKR.loss.PASSLEAF_Loss unKR.loss.UKGE_Loss unKR.loss.UKGE_PSL_Loss unKR.loss.UKGsE_Loss unKR.loss.UPGAT_Loss

N

normal() (in module unKR.data.Sampler) normalize() (unKR.loss.Adv_Loss.Adv_Loss method)

num_ent (unKR.data.Sampler.GMUCTestSampler attribute) (unKR.data.Sampler.UKGETestSampler attribute) num_tasks (unKR.data.DataPreprocess.GMUCData attribute)

P

PASSLEAF_Loss (class in unKR.loss.PASSLEAF_Loss) PASSLEAFLitModel (class in unKR.lit_model.PASSLEAFLitModel) path_graph (unKR.data.DataPreprocess.GMUCData attribute) precision (unKR.lit_model.BEUrRELitModel.BEUrRELitModel attribute) (unKR.lit_model.GMUCLitModel.GMUCLitModel attribute) (unKR.lit_model.GTransELitModel.GTransELitModel attribute) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel attribute) (unKR.lit_model.UKGELitModel.UKGELitModel attribute) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel attribute) (unKR.lit_model.UKGsELitModel.UKGsELitModel attribute) (unKR.lit_model.UPGATLitModel.UPGATLitModel attribute) prepare_data() (unKR.data.base_data_module.BaseDataModule method) (unKR.data.KGDataModule.GMUCDataModule method) (unKR.data.KGDataModule.KGDataModule method)

prepare_data_per_node (unKR.lit_model.BEUrRELitModel.BEUrRELitModel attribute) (unKR.lit_model.GMUCLitModel.GMUCLitModel attribute) (unKR.lit_model.GTransELitModel.GTransELitModel attribute) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel attribute) (unKR.lit_model.UKGELitModel.UKGELitModel attribute) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel attribute) (unKR.lit_model.UKGsELitModel.UKGsELitModel attribute) (unKR.lit_model.UPGATLitModel.UPGATLitModel attribute) pseudo_dataiter (unKR.data.DataPreprocess.UKGData attribute) pseudo_triples (unKR.data.DataPreprocess.UKGData attribute) PSL_triples (unKR.data.DataPreprocess.UKGData attribute)

R

RatioOfPSL (unKR.data.DataPreprocess.UKGData attribute) rel2candidates (unKR.data.DataPreprocess.GMUCData attribute) (unKR.data.Sampler.GMUCTestSampler attribute) rel2id (unKR.data.DataPreprocess.GMUCData attribute) (unKR.data.DataPreprocess.UKGData attribute) rel_uc1 (unKR.data.DataPreprocess.GMUCData attribute)

rel_uc2 (unKR.data.DataPreprocess.GMUCData attribute) rele1_e2 (unKR.data.DataPreprocess.GMUCData attribute) rt2h_all (unKR.data.Sampler.UKGETestSampler attribute) rt2h_all_high_score (unKR.data.Sampler.UKGETestSampler attribute) rt2h_total (unKR.data.DataPreprocess.UKGData attribute) rt2h_train (unKR.data.DataPreprocess.UKGData attribute)

S

sampler (unKR.data.Sampler.GMUCTestSampler attribute) (unKR.data.Sampler.UKGETestSampler attribute) sampling() (unKR.data.Sampler.GMUCSampler method) (unKR.data.Sampler.GMUCTestSampler method) (unKR.data.Sampler.UKGEPSLSampler method) (unKR.data.Sampler.UKGETestSampler method) (unKR.data.Sampler.UKGEUniSampler method)

select_random_elements() (unKR.lit_model.BaseLitModel.BaseLitModel method) setup() (unKR.data.base_data_module.BaseDataModule method) (unKR.data.KGDataModule.GMUCDataModule method) (unKR.data.KGDataModule.KGDataModule method) symbol2id (unKR.data.DataPreprocess.GMUCData attribute) (unKR.data.Sampler.GMUCTestSampler attribute)

T

t2rh_train (unKR.data.DataPreprocess.UKGData attribute) tail_batch() (unKR.data.DataPreprocess.UKGEBaseSampler method) (unKR.lit_model.BaseLitModel.BaseLitModel method) tail_predict() (in module unKR.eval_task.link_prediction) tail_predict_filter() (in module unKR.eval_task.link_prediction) tail_predict_raw() (in module unKR.eval_task.link_prediction) task_pool (unKR.data.DataPreprocess.GMUCData attribute) test_dataloader() (unKR.data.base_data_module.BaseDataModule method) (unKR.data.KGDataModule.GMUCDataModule method) (unKR.data.KGDataModule.KGDataModule method) test_epoch_end() (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method) test_step() (unKR.lit_model.BaseLitModel.BaseLitModel method) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method) test_tasks (unKR.data.DataPreprocess.GMUCData attribute) test_triples (unKR.data.DataPreprocess.UKGData attribute) train_dataloader() (unKR.data.base_data_module.BaseDataModule method) (unKR.data.KGDataModule.GMUCDataModule method) (unKR.data.KGDataModule.KGDataModule method)

train_tasks (unKR.data.DataPreprocess.GMUCData attribute) train_triples (unKR.data.DataPreprocess.UKGData attribute) training (unKR.lit_model.BaseLitModel.BaseLitModel attribute) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel attribute) (unKR.lit_model.GMUCLitModel.GMUCLitModel attribute) (unKR.lit_model.GTransELitModel.GTransELitModel attribute) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel attribute) (unKR.lit_model.UKGELitModel.UKGELitModel attribute) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel attribute) (unKR.lit_model.UKGsELitModel.UKGsELitModel attribute) (unKR.lit_model.UPGATLitModel.UPGATLitModel attribute) (unKR.loss.Adv_Loss.Adv_Loss attribute) (unKR.loss.BEUrRE_Loss.BEUrRE_Loss attribute) (unKR.loss.FocusE_Loss.FocusE_Loss attribute) (unKR.loss.GMUC_Loss.GMUC_Loss attribute) (unKR.loss.GMUCp_Loss.GMUCp_Loss attribute) (unKR.loss.GTransE_Loss.GTransE_Loss attribute) (unKR.loss.PASSLEAF_Loss.PASSLEAF_Loss attribute) (unKR.loss.UKGE_Loss.UKGE_Loss attribute) (unKR.loss.UKGE_PSL_Loss.UKGE_PSL_Loss attribute) (unKR.loss.UKGsE_Loss.UKGsE_Loss attribute) (unKR.loss.UPGAT_Loss.UPGAT_Loss attribute) training_epoch_end() (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) training_step() (unKR.lit_model.BaseLitModel.BaseLitModel method) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method) type2ents (unKR.data.DataPreprocess.GMUCData attribute)

U

UKGData (class in unKR.data.DataPreprocess) UKGE_Loss (class in unKR.loss.UKGE_Loss) UKGE_PSL_Loss (class in unKR.loss.UKGE_PSL_Loss) UKGEBaseSampler (class in unKR.data.DataPreprocess) UKGELitModel (class in unKR.lit_model.UKGELitModel) UKGEPSLLitModel (class in unKR.lit_model.UKGEPSLLitModel) UKGEPSLSampler (class in unKR.data.Sampler) UKGETestSampler (class in unKR.data.Sampler) UKGEUniSampler (class in unKR.data.Sampler) UKGsE_Loss (class in unKR.loss.UKGsE_Loss) UKGsELitModel (class in unKR.lit_model.UKGsELitModel) uni_sampling() (unKR.data.Sampler.UKGEPSLSampler method) (unKR.data.Sampler.UKGEUniSampler method) unKR.data.base_data_module module unKR.data.DataPreprocess module unKR.data.KGDataModule module unKR.data.Sampler module unKR.eval_task.confidence_prediction module unKR.eval_task.link_prediction module unKR.lit_model.BaseLitModel module unKR.lit_model.BEUrRELitModel module unKR.lit_model.GMUCLitModel module unKR.lit_model.GTransELitModel module unKR.lit_model.PASSLEAFLitModel module unKR.lit_model.UKGELitModel module

unKR.lit_model.UKGEPSLLitModel module unKR.lit_model.UKGsELitModel module unKR.lit_model.UPGATLitModel module unKR.loss.Adv_Loss module unKR.loss.BEUrRE_Loss module unKR.loss.FocusE_Loss module unKR.loss.GMUC_Loss module unKR.loss.GMUCp_Loss module unKR.loss.GTransE_Loss module unKR.loss.PASSLEAF_Loss module unKR.loss.UKGE_Loss module unKR.loss.UKGE_PSL_Loss module unKR.loss.UKGsE_Loss module unKR.loss.UPGAT_Loss module UPGAT_Loss (class in unKR.loss.UPGAT_Loss) UPGATLitModel (class in unKR.lit_model.UPGATLitModel) use_amp (unKR.lit_model.BEUrRELitModel.BEUrRELitModel attribute) (unKR.lit_model.GMUCLitModel.GMUCLitModel attribute) (unKR.lit_model.GTransELitModel.GTransELitModel attribute) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel attribute) (unKR.lit_model.UKGELitModel.UKGELitModel attribute) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel attribute) (unKR.lit_model.UKGsELitModel.UKGsELitModel attribute) (unKR.lit_model.UPGATLitModel.UPGATLitModel attribute)

V

val_dataloader() (unKR.data.base_data_module.BaseDataModule method) (unKR.data.KGDataModule.GMUCDataModule method) (unKR.data.KGDataModule.KGDataModule method) val_test() (unKR.lit_model.GMUCLitModel.GMUCLitModel method) valid_triples (unKR.data.DataPreprocess.UKGData attribute) validation_epoch_end() (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method)

validation_step() (unKR.lit_model.BaseLitModel.BaseLitModel method) (unKR.lit_model.BEUrRELitModel.BEUrRELitModel method) (unKR.lit_model.GMUCLitModel.GMUCLitModel method) (unKR.lit_model.GTransELitModel.GTransELitModel method) (unKR.lit_model.PASSLEAFLitModel.PASSLEAFLitModel method) (unKR.lit_model.UKGELitModel.UKGELitModel method) (unKR.lit_model.UKGEPSLLitModel.UKGEPSLLitModel method) (unKR.lit_model.UKGsELitModel.UKGsELitModel method) (unKR.lit_model.UPGATLitModel.UPGATLitModel method)