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Functions277 in github.com/HKUDS/PromptMM

⨍ Functions 277◇ Types & classes 30
↓ 48 callersMethodlogging
(self, s)
codes/utility/logging.py:9
↓ 39 callersMethodmm
(self, x, y)
codes/Models.py:61
↓ 30 callersMethodmm
(self, x, y)
codes/Models_mmlight.py:61
↓ 23 callersMethodmm
(self, x, y)
codes/Models_empower.py:61
↓ 7 callersMethod__init__
(self)
codes/Models_mmlight.py:610
↓ 7 callersMethodinit_user_item_embed
(self, pre_u_embed, pre_i_embed)
codes/Models.py:540
↓ 7 callersMethodsample
(self)
codes/utility/load_data.py:155
↓ 6 callersMethod__init__
(self)
codes/Models_empower.py:490
↓ 6 callersMethod__init__
(self)
codes/Models.py:490
↓ 6 callersMethoddistillation
(self, y, teacher_scores, temp, alpha)
codes/main_mmlight.py:910
↓ 6 callersMethoddistillation
(self, y, teacher_scores, temp, alpha)
codes/main_empower.py:902
↓ 6 callersMethoddistillation
(self, y, teacher_scores, temp, alpha)
codes/main.py:896
↓ 6 callersMethodpairPredictwEmbeds
(self, uEmbeds, iEmbeds, ancs, poss, negs)
codes/Models.py:555
↓ 5 callersMethodbpr_loss
(self, users, pos_items, neg_items)
codes/main_mmlight.py:928
↓ 5 callersMethodbpr_loss
(self, users, pos_items, neg_items)
codes/main_empower.py:920
↓ 5 callersMethodbpr_loss
(self, users, pos_items, neg_items)
codes/main.py:914
↓ 4 callersMethodbpr_loss_for_KD
(self, users, pos_items, neg_items)
codes/main_mmlight.py:941
↓ 4 callersMethodbpr_loss_for_KD
(self, users, pos_items, neg_items)
codes/main_empower.py:933
↓ 4 callersMethodbpr_loss_for_KD
(self, users, pos_items, neg_items)
codes/main.py:927
↓ 4 callersFunctionbuild_knn_neighbourhood
(adj, topk)
LATTICE/codes/Models.py:13
↓ 4 callersFunctionbuild_sim
(context)
LATTICE/codes/Models.py:24
↓ 4 callersMethodfeatureExtract
(self, embeds)
codes/Models_mmlight.py:618
↓ 4 callersMethodfeatureExtract
(self, embeds)
codes/Models_empower.py:498
↓ 4 callersMethodfeatureExtract
(self, embeds)
codes/Models.py:498
↓ 4 callersFunctionparse_args
()
LATTICE/codes/utility/parser.py:3
↓ 4 callersMethodtest
(self, users_to_test, is_val, is_teacher=True)
codes/main_mmlight.py:366
↓ 4 callersMethodtest
(self, users_to_test, is_val, is_teacher=True)
codes/main_empower.py:366
↓ 4 callersMethodtest
(self, users_to_test, is_val, is_teacher=True)
codes/main.py:366
↓ 3 callersFunctioncompute_normalized_laplacian
(adj)
LATTICE/codes/Models.py:17
↓ 3 callersMethodmatrix_to_tensor
(self, cur_matrix)
codes/main_mmlight.py:132
↓ 3 callersMethodmatrix_to_tensor
(self, cur_matrix)
codes/main_empower.py:132
↓ 3 callersMethodmatrix_to_tensor
(self, cur_matrix)
codes/main.py:132
↓ 3 callersMethodpairPred
(self, embeds1, embeds2)
codes/Models_mmlight.py:621
↓ 3 callersMethodpairPred
(self, embeds1, embeds2)
codes/Models_empower.py:501
↓ 3 callersMethodpairPred
(self, embeds1, embeds2)
codes/Models.py:501
↓ 3 callersFunctionselect_dataset
()
codes/utility/parser.py:849
↓ 3 callersFunctiontest_torch
(ua_embeddings, ia_embeddings, users_to_test, is_val, drop_flag=False, batch_test_flag=False)
codes/utility/batch_test.py:114
↓ 2 callersMethodcrossPred
(self, embeds1, embeds2)
codes/Models_mmlight.py:624
↓ 2 callersMethodcrossPred
(self, embeds1, embeds2)
codes/Models_empower.py:504
↓ 2 callersMethodcrossPred
(self, embeds1, embeds2)
codes/Models.py:504
↓ 2 callersMethodcsr_norm
(self, csr_mat, mean_flag=False)
codes/main_mmlight.py:116
↓ 2 callersMethodcsr_norm
(self, csr_mat, mean_flag=False)
codes/main_empower.py:116
↓ 2 callersMethodcsr_norm
(self, csr_mat, mean_flag=False)
codes/main.py:116
↓ 2 callersFunctiondcg_at_k
Score is discounted cumulative gain (dcg) Relevance is positive real values. Can use binary as the previous methods. Returns: Dis
LATTICE/codes/utility/metrics.py:43
↓ 2 callersFunctiondcg_at_k
Score is discounted cumulative gain (dcg) Relevance is positive real values. Can use binary as the previous methods. Returns: Dis
codes/utility/metrics.py:43
↓ 2 callersMethodpara_dict_to_tenser
:param para_dict: nn.ParameterDict() :return: tensor
codes/Models_mmlight.py:117
↓ 2 callersMethodpara_dict_to_tenser
:param para_dict: nn.ParameterDict() :return: tensor
codes/Models_empower.py:117
↓ 2 callersMethodpara_dict_to_tenser
:param para_dict: nn.ParameterDict() :return: tensor
codes/Models.py:117
↓ 2 callersMethodsample
(self)
LATTICE/codes/utility/load_data.py:162
↓ 2 callersMethodsce_criterion
(self, x, y, alpha=1, tip_rate=0)
codes/main_mmlight.py:347
↓ 2 callersMethodsce_criterion
(self, x, y, alpha=1, tip_rate=0)
codes/main_empower.py:347
↓ 2 callersMethodsce_criterion
(self, x, y, alpha=1, tip_rate=0)
codes/main.py:347
↓ 2 callersMethodsim
(self, z1, z2)
codes/Models_mmlight.py:66
↓ 2 callersMethodsim
(self, z1, z2)
codes/main_mmlight.py:217
↓ 2 callersMethodsim
(self, z1, z2)
codes/main_empower.py:217
↓ 2 callersMethodsim
(self, z1, z2)
codes/Models_empower.py:66
↓ 2 callersMethodsim
(self, z1, z2)
codes/Models.py:66
↓ 2 callersMethodsim
(self, z1, z2)
codes/main.py:217
↓ 2 callersMethodtest
(self, users_to_test, is_val)
LATTICE/codes/main.py:55
↓ 1 callersFunctionaverage_precision
Score is average precision (area under PR curve) Relevance is binary (nonzero is relevant). Returns: Average precision
LATTICE/codes/utility/metrics.py:21
↓ 1 callersFunctionaverage_precision
Score is average precision (area under PR curve) Relevance is binary (nonzero is relevant). Returns: Average precision
codes/utility/metrics.py:21
↓ 1 callersMethodbpr_loss
(self, users, pos_items, neg_items)
LATTICE/codes/main.py:164
↓ 1 callersMethodcalcRegLoss
(self, params=None, model=None)
codes/main_mmlight.py:917
↓ 1 callersMethodcalcRegLoss
(self, params=None, model=None)
codes/main_empower.py:909
↓ 1 callersMethodcalcRegLoss
(self, params=None, model=None)
codes/main.py:903
↓ 1 callersMethodcreate_adj_mat
(self)
LATTICE/codes/utility/load_data.py:114
↓ 1 callersMethodcreate_adj_mat
(self)
codes/utility/load_data.py:107
↓ 1 callersMethoddkd_loss
(self, logits_student, logits_teacher, target, alpha, beta, temperature)
codes/main_mmlight.py:856
↓ 1 callersMethoddkd_loss
(self, logits_student, logits_teacher, target, alpha, beta, temperature)
codes/main_empower.py:848
↓ 1 callersMethoddkd_loss
(self, logits_student, logits_teacher, target, alpha, beta, temperature)
codes/main.py:842
↓ 1 callersMethodfeat_reg_loss_calculation
(self, g_item_image, g_item_text, g_user_image, g_user_text)
codes/main_mmlight.py:258
↓ 1 callersMethodfeat_reg_loss_calculation
(self, g_item_image, g_item_text, g_user_image, g_user_text)
codes/main_empower.py:258
↓ 1 callersMethodfeat_reg_loss_calculation
(self, g_item_image, g_item_text, g_user_image, g_user_text)
codes/main.py:258
↓ 1 callersMethodforward
(self, pre_user, pre_item, )
codes/Models_mmlight.py:652
↓ 1 callersMethodforward
(self, pre_user, pre_item, )
codes/Models_empower.py:532
↓ 1 callersMethodforward
(self, pre_user, pre_item, )
codes/Models.py:532
↓ 1 callersMethodget_adj_mat
(self)
LATTICE/codes/utility/load_data.py:99
↓ 1 callersFunctionget_auc
(item_score, user_pos_test)
LATTICE/codes/utility/batch_test.py:38
↓ 1 callersFunctionget_auc
(item_score, user_pos_test)
codes/utility/batch_test.py:40
↓ 1 callersFunctionget_dense_laplacian
(adj, normalization='none')
codes/utility/norm.py:71
↓ 1 callersFunctionget_performance
(user_pos_test, r, auc, Ks)
LATTICE/codes/utility/batch_test.py:70
↓ 1 callersFunctionget_performance
(user_pos_test, r, auc, Ks)
codes/utility/batch_test.py:72
↓ 1 callersMethodloss_function
(self, pred, drop_rate)
codes/main_mmlight.py:309
↓ 1 callersMethodloss_function
(self, pred, drop_rate)
codes/main_empower.py:309
↓ 1 callersMethodloss_function
(self, pred, drop_rate)
codes/main.py:309
↓ 1 callersMethodmse_criterion
(self, x, y, mask_nodes_dict=None, alpha=3)
codes/main_mmlight.py:326
↓ 1 callersMethodmse_criterion
(self, x, y, mask_nodes_dict=None, alpha=3)
codes/main_empower.py:326
↓ 1 callersMethodmse_criterion
(self, x, y, mask_nodes_dict=None, alpha=3)
codes/main.py:326
↓ 1 callersFunctionprecision_at_k
Score is precision @ k Relevance is binary (nonzero is relevant). Returns: Precision @ k Raises: ValueError: len(r) must b
LATTICE/codes/utility/metrics.py:8
↓ 1 callersFunctionprecision_at_k
Score is precision @ k Relevance is binary (nonzero is relevant). Returns: Precision @ k Raises: ValueError: len(r) must b
codes/utility/metrics.py:8
↓ 1 callersMethodpredAll
(self, pckUEmbeds, iEmbeds)
codes/Models_mmlight.py:683
↓ 1 callersMethodpredAll
(self, pckUEmbeds, iEmbeds)
codes/Models_empower.py:563
↓ 1 callersMethodpredAll
(self, pckUEmbeds, iEmbeds)
codes/Models.py:563
↓ 1 callersMethodprint_statistics
(self)
LATTICE/codes/utility/load_data.py:204
↓ 1 callersMethodprint_statistics
(self)
codes/utility/load_data.py:196
↓ 1 callersFunctionranklist_by_heapq
(user_pos_test, test_items, rating, Ks)
LATTICE/codes/utility/batch_test.py:21
↓ 1 callersFunctionranklist_by_heapq
(user_pos_test, test_items, rating, Ks)
codes/utility/batch_test.py:23
↓ 1 callersFunctionranklist_by_sorted
(user_pos_test, test_items, rating, Ks)
LATTICE/codes/utility/batch_test.py:53
↓ 1 callersFunctionranklist_by_sorted
(user_pos_test, test_items, rating, Ks)
codes/utility/batch_test.py:55
↓ 1 callersMethodsampleTrainBatch_dgl
(self, batIds, pos_id=None, g=None, g_neg=None, sample_num=None, sample_num_neg=None)
codes/main_mmlight.py:146
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