Functions — github.com/Leo-Lee92/Diet-Generation-As-Sequence

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Functions59 in github.com/Leo-Lee92/Diet-Generation-As-Sequence

⨍ Functions 59 ◇ Types & classes 6

↓ 12 callersFunctionsequence_to_sentence

시퀀스를 문장으로 변환해주는 함수

Code/util.py:796

↓ 7 callersFunctionget_score_pandas

(diet_batch, food_dict, nutrient_data)

Code/util.py:846

↓ 5 callersFunctionkor_to_eng

(sentence_list, refer = translate_dict)

Code/util.py:1204

↓ 3 callersMethod__init__

(self, **kwargs)

Code/Model.py:11

↓ 3 callersFunctioncreateFolder

(directory)

Code/util.py:196

↓ 2 callersFunctionget_params

()

Code/main.py:25

↓ 2 callersFunctionget_reward_ver2

영양보상 계산 done : determine whether to terminate the function

Code/util.py:876

↓ 2 callersFunctionget_score_vector

diet는 array 타입의 tokenize된 식단 벡터이어야 함

Code/util.py:1185

↓ 2 callersMethodinitialize_hidden_state

(self)

Code/Model.py:39

↓ 2 callersFunctionsentence_trim

(any_sentence, cut_len)

Code/util.py:1218

↓ 1 callersMethodcheck_by_nutrient_data

(self, diet_data, nutrient_data)

Code/util.py:123

↓ 1 callersFunctioncreateDir

(root_dir, params)

Code/util.py:172

↓ 1 callersFunctiondiet_to_incidence

(diet_data_np, food_dict)

Code/util.py:719

↓ 1 callersFunctiondish_hit_score

최소한 달성해야 하는 식단의 dish-level 구성 관점에서 매긴 점수 > Position 기반 Composition Measure 1. 0번, 15번 index에는 "앞뒤" 서브클래스2 2. 1,2, 8,9번 index에는 "간식" 서

Code/util.py:479

↓ 1 callersFunctionfood_to_token

empty_delete : empty 갯수 지정해서 지정한 갯수 이상 포함된 식단ㅇ들 제거할지 여부. default = False이고, 이 경우 empty로 꽉찬 행만 제거 num_empty : empty 갯수

Code/util.py:728

↓ 1 callersFunctionget_TargetDir

(target_address, target_keyword)

Code/util.py:209

↓ 1 callersMethodget_nutrient_features

(self, feature_data)

Code/util.py:63

↓ 1 callersMethodinference

input_seqs : encoder에 입력되는 input_seqs 데이터 encoder, decoder : checkpoint에 저장되어 있는 사전에 학습된 encoder, decoder 모델 및 파라미터. initialized stat

Code/Model.py:316

↓ 1 callersFunctioninitialize_setting

()

Code/main.py:2

↓ 1 callersMethodinsert_padding_feature

(self)

Code/util.py:40

↓ 1 callersFunctionloadParams

(directory)

Code/util.py:251

↓ 1 callersFunctionmain

()

Code/main.py:53

↓ 1 callersFunctionmake_synthetic_target

(x, beta_score, pred_seqs)

Code/util.py:266

↓ 1 callersFunctionmeal_hit_score

최소한 달성해야 하는 식단의 meal-level 구성 관점에서 매긴 점수 > Position 기반 Composition Measure 만점 9점.

Code/util.py:378

↓ 1 callersFunctionrewards_matrix

(epoch, rewards)

Code/util.py:665

↓ 1 callersFunctionsaveParams

(directory, params, dict_dat, feature_dat, inci_dat)

Code/util.py:225

↓ 1 callersFunctionsave_reward_df

(reward_df, model, eb, bs, lr, num_epochs)

Code/util.py:679

↓ 1 callersMethodselect_DB_quality

(self)

Code/util.py:107

↓ 1 callersMethodtrain

(self, x, x_update)

Code/Model.py:178

↓ 1 callersFunctionupdate_dataset

(epoch, BATCH_SIZE, target_buffer_update, target_buffer, tf_dataset_update, x, food_dict, nutrient_data)

Code/util.py:291

FunctionAffinity_Propagation

(nutrient_data)

Code/util.py:782

FunctionRollOutSamplar

(incidence_data, t, inputs)

(self, nutrient_data)

Code/util.py:152

Method__init__

(self, units, **kwargs)

(self, food_dict, nutrient_data, incidence_data, **kwargs)

Code/Model.py:148

Method__init__

(self, **preprocessing_kwargs)

Code/util.py:35

Method__init__

(self, **preprocessing_kwargs)

Code/util.py:94

Methodcall

(self, input_seq, enc_hidden)

Code/Model.py:29

Methodcall

(self, dec_hidden, all_enc_hiddens)

Code/Model.py:49

Methodcall

(self, target, dec_hidden, enc_output)

Code/Model.py:107

Functiondo_curriculum

(do, epoch, num_epochs, len_seq, curriculum_step)

Code/util.py:349

Functionget_action

가능성 있는 행위들 중 특정 행위를 선택하는 함수. (신경망의 마지막 softmax층이 반환하는 확률벡터 기반의 확률적 샘플링)

Code/util.py:813

Functionget_composition_score

(diet, category_data)

Code/util.py:838

Functionget_most_change_sequence

(real_seqs, gen_seqs, top_n)

Code/util.py:1265

Functioningredient_tokenization

(diet_ingred_sequences, ingred_dict)

Code/util.py:1282

Functionload_weights_from_checkpoint

network : checkpoint에 저장된 네트워크 인스턴스의 이름

Code/util.py:706

Functionmake_matrix_for_tsne

(total_nutrient_df_gen)

Code/util.py:624

Functionobjectification

(sample_diet_sequences, menus_dict)

Code/util.py:1291

Functionplot_attention

(sample_num, attention, sentence, predicted_sentence, food_dict, reference, language = 'kor')

Functionplot_reward_dist

(reward_vec)

Code/util.py:1196

Functionsave_Gens

(cp_dir, gen_seqs, food_dict)

Functiontoken_to_cluster

(diet_data_np, food_ap_label)

Code/util.py:774

Functiontsne_mapping

(total_nutrient_df_real, total_nutrient_df_gen)

Code/util.py:638

Functiontsne_mapping_multiple_gen

(total_nutrient_df_real, total_nutrient_df)

Code/util.py:631

Functiontsne_plot

(tsne_values, method_label)

Code/util.py:650