Functions — github.com/RUCDM/KB4Rec

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Functions275 in github.com/RUCDM/KB4Rec

⨍ Functions 275◇ Types & classes 18

↓ 1 callersMethodeval_sample_quality

(self)

Projects/UPGAN/code/train/base_trainer.py:154

↓ 1 callersMethodevaluate_best

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:256

↓ 1 callersMethodevaluate_best

(self)

Projects/UPGAN/code/train/base_trainer.py:256

↓ 1 callersFunctionfilter_ent

(output)

expansion/2step/filter_ent.py:3

↓ 1 callersMethodforward

(self, e1, rel)

Projects/UPGAN/code/Model/dot_2layer.py:73

↓ 1 callersMethodforward

(self, e1, rel)

Projects/UPGAN/code/Model/concat_1layer.py:72

↓ 1 callersMethodforward

(self, e1, rel)

Projects/UPGAN/code/Model/DistMult.py:39

↓ 1 callersMethodforward

(self, e1, rel)

Projects/UPGAN/code/Model/generator_concat.py:71

↓ 1 callersMethodforward

(self, e1, rel)

Projects/UPGAN/code/Model/concat_2layer.py:73

↓ 1 callersMethodforward

(self, e1, rel)

Projects/UPGAN/code/Model/generator.py:72

↓ 1 callersMethodgen_step

(self, heads, rels, neg_tails, n_sample=1, temperature=1.0, lambda_smooth=0.5)

Projects/UPGAN/code/train/trainer.py:174

↓ 1 callersFunctiongetEn

(filename)

expansion/scan_triple.py:32

↓ 1 callersFunctiongetEn

(filename)

expansion/2step/scan_triple_2step.py:36

↓ 1 callersFunctiongetSub

(mids, filename2, filename3)

expansion/scan_triple.py:13

↓ 1 callersFunctiongetSub

(mids, filename2, filename3)

expansion/2step/scan_triple_2step.py:15

↓ 1 callersMethodget_ent_all

(self)

Projects/UPGAN/code/Model/base_model.py:87

↓ 1 callersMethodget_related_ents

(self, ent_now, path_list)

Projects/UPGAN/code/pretrain/base_trainer.py:411

↓ 1 callersMethodget_related_ents

(self, ent_now, path_list)

Projects/UPGAN/code/train/base_trainer.py:413

↓ 1 callersMethodget_rewards

(self, scores, baseline)

Projects/UPGAN/code/train/trainer.py:53

↓ 1 callersFunctioninit_model

(args, user_total, item_total, entity_total, r

Projects/UPGAN/code/pretrain/init.py:6

↓ 1 callersFunctioninit_model

(args, user_total, item_total, entity_total, r

Projects/UPGAN/code/train/init.py:7

↓ 1 callersMethodlabel_triples

(self, hop_limit)

Projects/UPGAN/code/pretrain/base_trainer.py:81

↓ 1 callersMethodlabel_triples

(self, hop_limit)

Projects/UPGAN/code/train/base_trainer.py:81

↓ 1 callersFunctionload_i2kg_map

(filename, i_map, e_map)

Projects/UPGAN/code/util/utils.py:151

↓ 1 callersMethodload_pretrain

(self, args)

Projects/UPGAN/code/pretrain/base_trainer.py:284

↓ 1 callersMethodload_pretrain

(self, args)

Projects/UPGAN/code/train/base_trainer.py:286

↓ 1 callersMethodloss_def

(self)

Projects/UPGAN/code/pretrain/trainer.py:46

↓ 1 callersMethodloss_def

(self)

Projects/UPGAN/code/train/trainer.py:48

↓ 1 callersFunctionmain

()

Projects/UPGAN/code/main_upgan.py:140

↓ 1 callersFunctionmain

()

Projects/UPGAN/code/main_pretrain.py:136

↓ 1 callersFunctionmake_kg_graph_batch

(path_list, max_hop, ent_hop, hop_map)

Projects/UPGAN/code/util/triple_kernel.py:42

↓ 1 callersFunctionmake_triple_graph_rs_batch

(path_list, batch_ents, ent_map, interval=100000)

Projects/UPGAN/code/util/triple_kernel.py:10

↓ 1 callersMethodmodel_def

(self)

Projects/UPGAN/code/pretrain/trainer.py:36

↓ 1 callersMethodmodel_def

(self)

Projects/UPGAN/code/train/trainer.py:38

↓ 1 callersMethodmodule_def

(self, args)

Projects/UPGAN/code/Model/UGAT.py:40

↓ 1 callersMethodmodule_def

(self, args)

Projects/UPGAN/code/Model/UGAT_mlp.py:41

↓ 1 callersMethodoptim_def

(self, lr)

Projects/UPGAN/code/pretrain/trainer.py:29

↓ 1 callersMethodoptim_def

(self, lr)

Projects/UPGAN/code/train/trainer.py:30

↓ 1 callersMethodpop_prior

(self, neg_tails)

Projects/UPGAN/code/train/trainer.py:200

↓ 1 callersMethodpop_prior_def

(self)

Projects/UPGAN/code/train/trainer.py:72

↓ 1 callersMethodpretrain_G

(self)

Projects/UPGAN/code/train/trainer.py:92

↓ 1 callersMethodpretrain_epoch_G

(self)

Projects/UPGAN/code/train/trainer.py:278

↓ 1 callersMethodrandom_prior

(self, neg_tails)

Projects/UPGAN/code/train/trainer.py:205

↓ 1 callersMethodregularization_loss

计算张量范数 :param weight_list: :param p: 范数计算中的幂指数值，默认求2范数 :param weight_decay: :return:

Projects/UPGAN/code/util/Regularization.py:54

↓ 1 callersMethodrel_update

(self, B, tail_rep, rel, edge_list, weight_list)

Projects/UPGAN/code/Model/layers.py:38

↓ 1 callersMethodremap_entity_batch

(self, max_hop, ent_hop)

Projects/UPGAN/code/pretrain/base_trainer.py:423

↓ 1 callersMethodremap_entity_batch

(self, max_hop, ent_hop)

Projects/UPGAN/code/train/base_trainer.py:425

↓ 1 callersMethodsample_all_reverse

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:396

↓ 1 callersMethodsample_all_reverse

(self)

Projects/UPGAN/code/train/base_trainer.py:398

↓ 1 callersMethodsample_epoch_edges

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:348

↓ 1 callersMethodsample_epoch_edges

(self)

Projects/UPGAN/code/train/base_trainer.py:350

↓ 1 callersMethodsample_epoch_reverse

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:372

↓ 1 callersMethodsample_epoch_reverse

(self)

Projects/UPGAN/code/train/base_trainer.py:374

↓ 1 callersMethodtrain

(self, start_epoch, end_epoch)

Projects/UPGAN/code/pretrain/trainer.py:60

↓ 1 callersMethodtrain_epoch_kg

(self)

Projects/UPGAN/code/pretrain/trainer.py:133

↓ 1 callersMethodtrain_epoch_kg

(self)

Projects/UPGAN/code/train/trainer.py:321

↓ 1 callersFunctionuniverse_sample

(user_dict, entity_dict, entity_tot, relation_tot, num_sample=10, sample_flag=True)

Projects/UPGAN/code/util/sage_kernel.py:23

↓ 1 callersMethodweight_info

打印权重列表信息 :param weight_list: :return:

Projects/UPGAN/code/util/Regularization.py:74

↓ 1 callersFunctionwrite_res

(output, res_dict, relation_num)

Projects/UPGAN/code/train/evaluation.py:26

Method__getitem__

(self, idx)

Projects/UPGAN/code/util/dataset.py:130

Method__init__

(self, entity_total, relation_total, args)

Projects/UPGAN/code/Model/dot_2layer.py:18

Method__init__

(self, user_total, linked_total, entity_total, relation_total, args)

Projects/UPGAN/code/Model/UGAT.py:20

Method__init__

(self, in_features, out_features, match_matrix, devidce)

Projects/UPGAN/code/Model/layers.py:13

Method__init__

(self)

Projects/UPGAN/code/Model/base_model.py:9

Method__init__

(self, entity_total, relation_total, args)

Projects/UPGAN/code/Model/concat_1layer.py:18

Method__init__

(self, entity_total, relation_total, args)

Projects/UPGAN/code/Model/DistMult.py:16

Method__init__

(self, entity_total, relation_total, args)

Projects/UPGAN/code/Model/generator_concat.py:18

Method__init__

(self, entity_total, relation_total, args)

Projects/UPGAN/code/Model/concat_2layer.py:18

Method__init__

(self, entity_total, relation_total, args)

Projects/UPGAN/code/Model/generator.py:18

Method__init__

(self, user_total, linked_total, entity_total, relation_total, args)

Projects/UPGAN/code/Model/UGAT_mlp.py:20

Method__init__

(self, args, logger=None)

Projects/UPGAN/code/pretrain/trainer.py:17

Method__init__

(self, model, use_cuda, middle_file, logger, relation_num, k=10, e_map=None)

Projects/UPGAN/code/train/evaluation.py:50

Method__init__

(self, args, logger=None)

Projects/UPGAN/code/train/trainer.py:17

Method__init__

(self, triple_list, entity_num, relation_num, args)

Projects/UPGAN/code/util/dataset.py:77

Method__init__

:param model 模型 :param weight_decay:正则化参数 :param p: 范数计算中的幂指数值，默认求2范数, 当p=0为L2正则化,p=1为L1正则化

Projects/UPGAN/code/util/Regularization.py:9

Method__len__

(self)

Projects/UPGAN/code/util/dataset.py:94

Method__repr__

(self)

Projects/UPGAN/code/Model/layers.py:59

Method__repr__

(self)

Projects/UPGAN/code/Model/layers.py:190

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/dot_2layer.py:10

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/UGAT.py:10

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/concat_1layer.py:10

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/DistMult.py:8

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/generator_concat.py:10

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/concat_2layer.py:10

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/generator.py:10

Functionbuild_model

(args, user_total, item_total, entity_total, relation_total, i_map=None, e_map=None, new_map=None, share_total

Projects/UPGAN/code/Model/UGAT_mlp.py:10

Methodcalc_attn_kg

(self, head_rep, tail_rep, edge_list, requires_grad=False)

Projects/UPGAN/code/Model/layers.py:104

Methodcalc_attn_rs

(self, head_rep, tail_rep, edge_list, rs_rel)

Projects/UPGAN/code/Model/layers.py:114

Functioncalc_bern

(triple_list)

Projects/UPGAN/code/util/dataset.py:31

Functionchange_head

(triple, entityTotal, relationTotal, train_hr_t)

Projects/UPGAN/code/util/dataset.py:7

Functionchange_tail

(triple, entityTotal, relationTotal, train_hr_t)

Projects/UPGAN/code/util/dataset.py:19

Methoddump_emb

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:235

Methoddump_emb

(self)

Projects/UPGAN/code/train/base_trainer.py:235

Methodencode_kg

(self, ent_emb, rel_emb)

Projects/UPGAN/code/Model/base_model.py:20

Methodencode_user

(self, rels, e1_embedded_user)

Projects/UPGAN/code/Model/UGAT.py:162

Methodencode_user

(self, rels, e1_embedded_user)

Projects/UPGAN/code/Model/UGAT_mlp.py:163

Methodeval_sample_diversity

(self, epoch=0)

Projects/UPGAN/code/pretrain/base_trainer.py:187

Methodeval_sample_popularity

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:115

Methodeval_sample_popularity

(self)

Projects/UPGAN/code/train/base_trainer.py:115

Methodeval_sample_quality

(self)

Projects/UPGAN/code/pretrain/base_trainer.py:154

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