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139 symbols 370 edges 20 files 93 documented · 67% ● updated 7y ago★ 9657 open issues

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⨍ Functions 125◇ Types & classes 14

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Core symbols most depended-on inside this repo

↓ 3 filescreate_or_load_vocabulary

create or load vocabulary and label using training data. process as: load from cache if exist; load data, count and get …

data_util_hdf5.py

↓ 3 filesassign_pretrained_word_embedding

assign pretrained word embedding :param sess: :param vocabulary_index2word: :param vocab_size: :param model: :param …

↓ 2 filesinit_label_dict

init label dict. this dict will be used to save TP,FP,FN :param num_classes: :return: label_dict: a dict. {label_index:(0,0,0)}

evaluation_matrix.py

↓ 2 filescompute_micro_macro

compute f1 of micro and macro :param label_dict: :return: f1_micro,f1_macro: scalar, scalar

evaluation_matrix.py

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Function 69

Method 56

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Python100%

Modules by API surface

run_classifier_predict_online.py19 symbols

data_util_hdf5.py17 symbols

model/bert_cnn_model.py16 symbols

evaluation_matrix.py14 symbols

model/bert_model.py13 symbols

model/transfomer_model.py10 symbols

model/encoder.py9 symbols

model/multi_head_attention.py7 symbols

model/poistion_wise_feed_forward.py6 symbols

model/layer_norm_residual_conn.py6 symbols

pretrain_task.py5 symbols

model/base_model.py5 symbols

For agents

$ claude mcp add bert_language_understanding \
  -- python -m otcore.mcp_server <graph>

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github.com/brightmart/bert_language_understanding @main

Core symbols most depended-on inside this repo

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