matchbench package¶
Subpackages¶
- matchbench.dataset package
- matchbench.evaluator package
- matchbench.model package
- Subpackages
- matchbench.model.column_type_annotation package
- matchbench.model.entity_alignment package
- Submodules
- matchbench.model.entity_alignment.Dual_AMN module
- matchbench.model.entity_alignment.LargeEA module
- matchbench.model.entity_alignment.bertint module
- matchbench.model.entity_alignment.kecg module
- matchbench.model.entity_alignment.lightea module
- matchbench.model.entity_alignment.rrea module
- matchbench.model.entity_alignment.sdea module
- matchbench.model.entity_alignment.seu module
- Module contents
- matchbench.model.entity_matching package
- matchbench.model.schema_matching package
- Submodules
- matchbench.model.base_model module
- Module contents
- Subpackages
- matchbench.pair_gen package
- matchbench.trainer package
- Submodules
- matchbench.trainer.base_trainer module
- matchbench.trainer.training_arguments module
TrainingArgumentTrainingArgument.aug_in_batchTrainingArgument.clip_gradTrainingArgument.dataset_nameTrainingArgument.deviceTrainingArgument.eval_epochTrainingArgument.fpTrainingArgument.log_stepTrainingArgument.lr_schedulerTrainingArgument.mid_file_dirTrainingArgument.saveTrainingArgument.save_epochsTrainingArgument.test_batch_sizeTrainingArgument.train_batch_sizeTrainingArgument.train_batch_size_after_negsampTrainingArgument.use_dm_optimizerTrainingArgument.use_optimizer_grouped_parameters
TwoStageTrainingArgumentTwoStageTrainingArgument.eval_epoch_2TwoStageTrainingArgument.first_stage_model_pathTwoStageTrainingArgument.learning_rate_2TwoStageTrainingArgument.num_train_epochs_2TwoStageTrainingArgument.test_batch_size_2TwoStageTrainingArgument.train_batch_size_2TwoStageTrainingArgument.train_batch_size_after_negsamp_2TwoStageTrainingArgument.weight_decay_2
- Module contents
TrainingArgumentTrainingArgument.aug_in_batchTrainingArgument.clip_gradTrainingArgument.dataset_nameTrainingArgument.deviceTrainingArgument.eval_epochTrainingArgument.fpTrainingArgument.log_stepTrainingArgument.logging_dirTrainingArgument.lr_schedulerTrainingArgument.mid_file_dirTrainingArgument.output_dirTrainingArgument.saveTrainingArgument.save_epochsTrainingArgument.test_batch_sizeTrainingArgument.train_batch_sizeTrainingArgument.train_batch_size_after_negsampTrainingArgument.use_dm_optimizerTrainingArgument.use_optimizer_grouped_parameters
- matchbench.utils package
- Submodules
- matchbench.utils.column_feature module
- matchbench.utils.dataset module
- matchbench.utils.dto module
- matchbench.utils.emb_loader module
- matchbench.utils.eval module
- matchbench.utils.file_tools module
- matchbench.utils.fuse module
- matchbench.utils.load module
- matchbench.utils.nxmetis module
- matchbench.utils.partition module
- matchbench.utils.sampler module
- matchbench.utils.text_sim module
- matchbench.utils.text_utils module
EntTokenInfoEntTokenInfo.e2wEntTokenInfo.embEntTokenInfo.ent_cnt()EntTokenInfo.entsEntTokenInfo.filter_tokens()EntTokenInfo.get_tf_idf()EntTokenInfo.load()EntTokenInfo.save()EntTokenInfo.static_high_freq_words()EntTokenInfo.static_punc_tokens()EntTokenInfo.w2eEntTokenInfo.word_cnt()EntTokenInfo.words
cpm_embedding()edit_dist_of()embed_word2entity()faiss_search_impl()gen_mean()get_batch_sim()get_count()get_fasttext_aligned_vectors()get_name_feature_map()get_punctuations()get_tf_idf()global_level_semantic_sim()normalize_vectors()pairwise_edit_distance()reduce()remove_prefix_to_list()remove_punc()selected_edit_distance()tokenize()
- matchbench.utils.utils module
add_cnt_for()add_logs()apply()apply_on_sparse()argprint()batch_spspmm()cosine_distance()cosine_sim()dense_to_sparse()dict_values_to_tensor()filter_which()get_iv()has_key()ind2sparse()lst_argmax()masked_minmax()matrix_argmax()matrix_argmin()minmax()mp2list()norm_embed()norm_process()orthogonal_projection()print_size()procrustes()random_split()rdpm()rebuild_with_indices()remain_topk_sim()resize_sparse()save_similarity_matrix()save_vectors()scatter_op()seperate_index_type()set_seed()sparse_argmax()sparse_argmin()sparse_dense_element_wise_op()sparse_max()sparse_min()sparse_minmax()sparse_softmax()split_sp()spmm()spmm_ds()spmm_sd()spspmm()to_dense()to_tensor()to_torch_sparse()topk2spmat()update_time_logs()view2()view3()view_back()z_score()
- Module contents