id: 1
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 96 LOC
McCabe index: 33
number of parameters: 5

id: 2
unit: def beam()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 85 LOC
McCabe index: 14
number of parameters: 3

id: 3
unit: def translate_batch()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 80 LOC
McCabe index: 16
number of parameters: 2

id: 4
unit: def beam_search_sample()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 72 LOC
McCabe index: 23
number of parameters: 8

id: 5
unit: def build_optim()
file: abstractive_summarization/src/others/optimizer.py
start line: 0
end line: 0
size: 58 LOC
McCabe index: 42
number of parameters: 4

id: 6
unit: def train_validate()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 57 LOC
McCabe index: 14
number of parameters: 8

id: 7
unit: def parse_gpu()
file: low_rank_comparisons/src/gpu.py
start line: 0
end line: 0
size: 56 LOC
McCabe index: 5
number of parameters: 1

id: 8
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 55 LOC
McCabe index: 18
number of parameters: 10

id: 9
unit: def train()
file: abstractive_summarization/src/trainer.py
start line: 0
end line: 0
size: 55 LOC
McCabe index: 16
number of parameters: 7

id: 10
unit: def multitask_train()
file: abstractive_summarization/src/trainer.py
start line: 0
end line: 0
size: 53 LOC
McCabe index: 12
number of parameters: 9

id: 11
unit: def train()
file: abstractive_summarization/src/sdpt_pretraining.py
start line: 0
end line: 0
size: 49 LOC
McCabe index: 14
number of parameters: 6

id: 12
unit: def __init__()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 48 LOC
McCabe index: 10
number of parameters: 5

id: 13
unit: def collate_fn()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 10
number of parameters: 1

id: 14
unit: def train()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 16
number of parameters: 1

id: 15
unit: def train()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 16
number of parameters: 1

id: 16
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 46 LOC
McCabe index: 17
number of parameters: 6

id: 17
unit: def convert_examples_to_features()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 43 LOC
McCabe index: 18
number of parameters: 4

id: 18
unit: def get_balanced_loader()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 42 LOC
McCabe index: 15
number of parameters: 6

id: 19
unit: def evaluate()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 39 LOC
McCabe index: 16
number of parameters: 8

id: 20
unit: def bpe()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 37 LOC
McCabe index: 10
number of parameters: 2

id: 21
unit: def step()
file: abstractive_summarization/src/others/recadam.py
start line: 0
end line: 0
size: 37 LOC
McCabe index: 12
number of parameters: 2

id: 22
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 36 LOC
McCabe index: 5
number of parameters: 5

id: 23
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 36 LOC
McCabe index: 6
number of parameters: 5

id: 24
unit: def get_data_loader()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 36 LOC
McCabe index: 13
number of parameters: 5

id: 25
unit: def read_langs()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 35 LOC
McCabe index: 9
number of parameters: 3

id: 26
unit: def text_infilling()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 10
number of parameters: 3

id: 27
unit: def text_infilling()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 10
number of parameters: 3

id: 28
unit: def chrF_score()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 7
number of parameters: 6

id: 29
unit: def predict_label()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 6
number of parameters: 3

id: 30
unit: def step()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 13
number of parameters: 2

id: 31
unit: def forward()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 11
number of parameters: 9

id: 32
unit: def preprocess()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 13
number of parameters: 2

id: 33
unit: def moses_multi_bleu()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 6
number of parameters: 3

id: 34
unit: def process()
file: abstractive_summarization/src/cal_rouge.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 5
number of parameters: 1

id: 35
unit: def __init__()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 8
number of parameters: 14

id: 36
unit: def set_parameters()
file: abstractive_summarization/src/others/optimizer.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 12
number of parameters: 2

id: 37
unit: def parse()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 14
number of parameters: 4

id: 38
unit: def meteor_score()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 3
number of parameters: 4

id: 39
unit: def run()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 8
number of parameters: 13

id: 40
unit: def __getitem__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 7
number of parameters: 2

id: 41
unit: def __init__()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 9
number of parameters: 15

id: 42
unit: def decoder_greedy()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 8
number of parameters: 2

id: 43
unit: def get_all_data()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 10
number of parameters: 2

id: 44
unit: def beam_search()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 11
number of parameters: 2

id: 45
unit: def load_model()
file: abstractive_summarization/src/run.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 8
number of parameters: 1

id: 46
unit: def write_config_static()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 6
number of parameters: 6

id: 47
unit: def _postprocess_next_token_scores()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 10
number of parameters: 11

id: 48
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 1
number of parameters: 0

id: 49
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 5
number of parameters: 2

id: 50
unit: def get_input_from_batch()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 8
number of parameters: 1

id: 51
unit: def train_one_batch()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 8
number of parameters: 3

id: 52
unit: def get_input_from_batch()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 8
number of parameters: 1

id: 53
unit: def get_input_from_batch()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 8
number of parameters: 1

id: 54
unit: def generate()
file: dialogue_personalization/generate_samples.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 8
number of parameters: 3

id: 55
unit: def do_learning_early_stop()
file: dialogue_personalization/MAML.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 6
number of parameters: 5

id: 56
unit: def score_sentence()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 7
number of parameters: 2

id: 57
unit: def load_weight()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 9
number of parameters: 2

id: 58
unit: def prepare_data_seq()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 2
number of parameters: 0

id: 59
unit: def test_rouge()
file: abstractive_summarization/src/cal_rouge.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 8
number of parameters: 3

id: 60
unit: def __init__()
file: abstractive_summarization/src/others/optimizer.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 1
number of parameters: 13

id: 61
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 4
number of parameters: 2

id: 62
unit: def __init__()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 8
number of parameters: 3

id: 63
unit: def output_to_dict()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 3
number of parameters: 2

id: 64
unit: def bleu_score()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 3
number of parameters: 3

id: 65
unit: def forward()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 4
number of parameters: 4

id: 66
unit: def collate_fn()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 11
number of parameters: 2

id: 67
unit: def step()
file: abstractive_summarization/src/others/optimizer.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 8
number of parameters: 1

id: 68
unit: def __init__()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 3
number of parameters: 6

id: 69
unit: def __init__()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 3
number of parameters: 6

id: 70
unit: def ter_score()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 3

id: 71
unit: def adapter_forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 7
number of parameters: 5

id: 72
unit: def evaluate()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 3

id: 73
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 5
number of parameters: 5

id: 74
unit: def forward()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 5
number of parameters: 3

id: 75
unit: def cluster_persona()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 7
number of parameters: 2

id: 76
unit: def advance()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 2

id: 77
unit: def rouge_n()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 6
number of parameters: 3

id: 78
unit: def get_batch()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 2
number of parameters: 4

id: 79
unit: def create_optimizer_scheduler()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 8
number of parameters: 2

id: 80
unit: def do_learning_fix_step()
file: dialogue_personalization/MAML.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 6
number of parameters: 5

id: 81
unit: def evaluation()
file: abstractive_summarization/src/trainer.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 3

id: 82
unit: def __init__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 2

id: 83
unit: def create_grouped_parameters()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 11
number of parameters: 2

id: 84
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 4
number of parameters: 8

id: 85
unit: def forward()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 6
number of parameters: 7

id: 86
unit: def wer()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 8
number of parameters: 2

id: 87
unit: def __get_options()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 88
unit: def tile()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 3
number of parameters: 3

id: 89
unit: def __init__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 10

id: 90
unit: def add_optimizer_params()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 91
unit: def __init__()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 8

id: 92
unit: def _calc_banned_ngram_tokens()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 9
number of parameters: 4

id: 93
unit: def optimizer_step()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 6
number of parameters: 6

id: 94
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 4
number of parameters: 7

id: 95
unit: def gen_embeddings()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 6
number of parameters: 1

id: 96
unit: def data_builder()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 1

id: 97
unit: def write_config()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 4
number of parameters: 3

id: 98
unit: def bert_score_()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 4
number of parameters: 3

id: 99
unit: def __init__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 2
number of parameters: 8

id: 100
unit: def create_exp_dir()
file: low_rank_comparisons/src/exp_utils.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 6
number of parameters: 3

id: 101
unit: def __getitem__()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 2

id: 102
unit: def dup_batch()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 8
number of parameters: 3

id: 103
unit: def rouge()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 6
number of parameters: 2

id: 104
unit: def process()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 3

id: 105
unit: def pad_sents()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 3

id: 106
unit: def __init__()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 5
number of parameters: 4

id: 107
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 0

id: 108
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 10

id: 109
unit: def __init__()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 1

id: 110
unit: sub add_to_ref()
file: dialogue_personalization/utils/multi-bleu.perl
start line: 42
end line: 55
size: 14 LOC
McCabe index: 3
number of parameters: 0

id: 111
unit: def _recon_lcs()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 5
number of parameters: 2

id: 112
unit: def _union_lcs()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 2

id: 113
unit: def entailtment_score()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 3

id: 114
unit: def __get_config_path()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 1

id: 115
unit: def get_batch()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 4

id: 116
unit: def padding_tokens()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 5
number of parameters: 5

id: 117
unit: def _attn()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 5

id: 118
unit: def _rel_shift_trans()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 3

id: 119
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 4
number of parameters: 2

id: 120
unit: def __init__()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 1

id: 121
unit: def init_logger()
file: abstractive_summarization/src/others/logging.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 2

id: 122
unit: def __set_rouge_dir()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 2

id: 123
unit: def __process_summaries()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 2

id: 124
unit: def evaluation_loss()
file: abstractive_summarization/src/trainer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 3

id: 125
unit: def __init__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 2

id: 126
unit: def __init__()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 6

id: 127
unit: def sequence_mask()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 2

id: 128
unit: def save_model()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 7

id: 129
unit: def process_target()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 7
number of parameters: 3

id: 130
unit: def sequence_mask()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 2

id: 131
unit: def sequence_mask()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 2

id: 132
unit: def _lcs()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 6
number of parameters: 2

id: 133
unit: def rouge_results_to_str()
file: abstractive_summarization/src/cal_rouge.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 1

id: 134
unit: def get_mask()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 4

id: 135
unit: def __init__()
file: abstractive_summarization/src/others/recadam.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 5

id: 136
unit: def __init__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 8

id: 137
unit: def __init__()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 5

id: 138
unit: def get_lr()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 6
number of parameters: 1

id: 139
unit: def _add_beam_candidate()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 6
number of parameters: 7

id: 140
unit: def bytes_to_unicode()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 0

id: 141
unit: def do_learning()
file: dialogue_personalization/main_fine_tune.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 4

id: 142
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 10

id: 143
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 3

id: 144
unit: def get_output_from_batch()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 1

id: 145
unit: def dist_matrix()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 1

id: 146
unit: def _create_examples()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 3

id: 147
unit: def __get_eval_string()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 6

id: 148
unit: def __create_dir_property()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 3

id: 149
unit: def make_file_name()
file: abstractive_summarization/src/trainer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 2

id: 150
unit: def bleurt()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 4

id: 151
unit: def get_encoder()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 152
unit: def _gen_timing_signal()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 4

id: 153
unit: def process_input()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 154
unit: def filter_data()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 2

id: 155
unit: def get_tentative_hypothesis()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 1

id: 156
unit: def rouge_l_summary_level()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 157
unit: def __get_model_filenames_for_id()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 3

id: 158
unit: def __clean_rouge_args()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 2

id: 159
unit: def save()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 3

id: 160
unit: def sent_permutation()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 161
unit: def sent_permutation()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 162
unit: def bleu_nltk()
file: low_rank_comparisons/eval/eval.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 7
number of parameters: 2

id: 163
unit: def read_ft_file()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 164
unit: def get_lr()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 1

id: 165
unit: def _enforce_repetition_penalty_()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 5

id: 166
unit: def encode()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 2

id: 167
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 3

id: 168
unit: def position_encoding()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 169
unit: def get_task()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 170
unit: def create_batch()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 4

id: 171
unit: def _truncate_seq_pair()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 172
unit: def rouge_l_sentence_level()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 173
unit: def _prec_recall_f1_score()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 174
unit: def __init__()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 4

id: 175
unit: def __init__()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 176
unit: def __get_rouge_home_dir_from_settings()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 1

id: 177
unit: def __set_dir_properties()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 1

id: 178
unit: def anneal_function()
file: abstractive_summarization/src/others/recadam.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 5

id: 179
unit: def get_fixlen_iter()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 180
unit: def distributed_opt()
file: low_rank_comparisons/src/gpu.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 4

id: 181
unit: def _rel_shift()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 182
unit: def _init_weights()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 2

id: 183
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 184
unit: def _get_attn_subsequent_mask()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 185
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 186
unit: def step()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 187
unit: def print_all()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 4

id: 188
unit: def show_example()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 6
number of parameters: 4

id: 189
unit: def index_word()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 190
unit: def __init__()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 191
unit: def _f_p_r_lcs()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 3

id: 192
unit: def make_log_file_name()
file: abstractive_summarization/src/run.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 193
unit: def save_home_dir()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 194
unit: def split_sentences()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 195
unit: def evaluate()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 3

id: 196
unit: def load()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 197
unit: def add_noise()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 198
unit: def __init__()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 199
unit: def add_noise()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 200
unit: def __init__()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 201
unit: def get_fixlen_iter()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 202
unit: def reset_state()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 203
unit: def step()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 204
unit: def step()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 205
unit: def add_gpu_params()
file: low_rank_comparisons/src/gpu.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 206
unit: def get_pairs()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 207
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 208
unit: def split_heads()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 209
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 4

id: 210
unit: def do_learning()
file: dialogue_personalization/MAML.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 211
unit: def do_evaluation()
file: dialogue_personalization/MAML.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 212
unit: def share_embedding()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 213
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 5

id: 214
unit: def rate()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 215
unit: def compute_act_loss()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 216
unit: def _read_tsv()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 217
unit: def _get_ngrams()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 218
unit: def load_dataloader()
file: abstractive_summarization/src/run.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 219
unit: def convert_text_to_rouge_format()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 220
unit: def convert_and_evaluate()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 4

id: 221
unit: def _set_rate()
file: abstractive_summarization/src/others/optimizer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 222
unit: def get_linear_schedule_with_warmup()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 223
unit: def get_constant_schedule_with_warmup()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 224
unit: def create_adam_optimizer_from_args()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 225
unit: def print_args()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 226
unit: def _rel_shift_bias()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 227
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 228
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 229
unit: def logging()
file: low_rank_comparisons/src/exp_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 230
unit: def post_process()
file: low_rank_comparisons/src/gpt2_decode.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 231
unit: def print_args()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 232
unit: def make_infinite_list()
file: dialogue_personalization/MAML.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 233
unit: def get_attn_key_pad_mask()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 234
unit: def __init__()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 235
unit: def preprocess()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 6
number of parameters: 3

id: 236
unit: def __init__()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 237
unit: def extend()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 238
unit: def get_hypothesis()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 239
unit: def __init__()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 240
unit: def load_multinews_data()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 241
unit: def bin_path()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 242
unit: def fix_random_seed()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 243
unit: def get_tokens()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 244
unit: def create_adam_optimizer()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 9

id: 245
unit: def distributed_sync()
file: low_rank_comparisons/src/gpu.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 246
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 247
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 248
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 249
unit: def _rel_shift_trans_bias()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 250
unit: def stardard_tokenize()
file: low_rank_comparisons/src/gpt2_decode.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 251
unit: def reset()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 252
unit: def update()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 253
unit: def _split_heads()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 254
unit: def _merge_heads()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 255
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 256
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 257
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 258
unit: def create_str_array()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 259
unit: def __init__()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 260
unit: def get_persona()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 261
unit: def get_personas()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 5
number of parameters: 2

id: 262
unit: def __init__()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 263
unit: def __init__()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 264
unit: def _get_word_ngrams()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 265
unit: def make_batch()
file: dialogue_personalization/interact.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 266
unit: def do_learning()
file: dialogue_personalization/generate_samples.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 5

id: 267
unit: def load_dataloader()
file: abstractive_summarization/src/sdpt_pretraining.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 268
unit: def __init__()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 269
unit: def load_dataloader_for_domain_corpus()
file: abstractive_summarization/src/run.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 270
unit: def neginf()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 271
unit: def shorten_sent()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 272
unit: def shorten_sent()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 273
unit: def get_lm_corpus()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 274
unit: def distributed_gather()
file: low_rank_comparisons/src/gpu.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 275
unit: def decode()
file: low_rank_comparisons/src/encoder.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 276
unit: def merge_heads()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 277
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 278
unit: def __init__()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 279
unit: def set_embeddings_weights()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 280
unit: def make_infinite()
file: dialogue_personalization/MAML.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 281
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 282
unit: def forward()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 283
unit: def _gen_bias_mask()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 284
unit: def __init__()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 285
unit: def loss()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 286
unit: def __init__()
file: dialogue_personalization/model/transformer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 287
unit: def DistJaccard()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 288
unit: sub my_log()
file: dialogue_personalization/utils/multi-bleu.perl
start line: 174
end line: 177
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 289
unit: def __init__()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 290
unit: def get_dev_examples()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 291
unit: def warmup_linear()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 292
unit: def get_the_best_score_and_idx()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 293
unit: def _len_lcs()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 294
unit: def file_reader()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 295
unit: def config_file()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 296
unit: def batch_generator()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 297
unit: def save_model()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 298
unit: def save_model()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 299
unit: def init_lr()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 300
unit: def init_lr()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 301
unit: def create_sgd_optimizer()
file: low_rank_comparisons/src/optimizer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 302
unit: def cleanup()
file: low_rank_comparisons/src/gpu.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 303
unit: def forward()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 304
unit: def save_checkpoint()
file: low_rank_comparisons/src/exp_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 305
unit: def plot_mat()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 306
unit: def index_words()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 307
unit: def get_train_examples()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 308
unit: def accuracy()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 309
unit: def get_current_state()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 310
unit: def get_current_origin()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 311
unit: def sort_scores()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 312
unit: def chunks()
file: abstractive_summarization/src/cal_rouge.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 313
unit: def tokenize()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 314
unit: def tokenize()
file: abstractive_summarization/src/inference.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 315
unit: def convert_summaries_to_rouge_format()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 316
unit: def __write_summaries()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 317
unit: def get_max_len()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 318
unit: def initialize_weights()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 319
unit: def tokenize()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 320
unit: def tokenize()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 321
unit: def __iter__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 322
unit: def __iter__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 323
unit: def __len__()
file: low_rank_comparisons/src/data_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 324
unit: def _reorder_cache()
file: low_rank_comparisons/src/gpt2_beam.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 325
unit: def gelu()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 326
unit: def gelu_fast()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 327
unit: def gelu_new()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 328
unit: def swish()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 329
unit: def _gelu_python()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 330
unit: def set_tied()
file: low_rank_comparisons/src/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 331
unit: def get_logger()
file: low_rank_comparisons/src/exp_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 332
unit: def __init__()
file: low_rank_comparisons/src/gpt2_ft.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 333
unit: def loss()
file: dialogue_personalization/model/common_layer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 334
unit: def __len__()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 335
unit: def get_len_dataset()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 336
unit: def latest_token()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 337
unit: def avg_log_prob()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 338
unit: def sort_beams()
file: dialogue_personalization/utils/beam_ptr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 339
unit: def get_train_examples()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 340
unit: def get_dev_examples()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 341
unit: def get_labels()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 342
unit: def get_labels()
file: dialogue_personalization/utils/load_bert.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 343
unit: def done()
file: dialogue_personalization/utils/beam_omt.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 344
unit: def _split_into_words()
file: dialogue_personalization/utils/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 345
unit: def count_parameters()
file: dialogue_personalization/main.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 346
unit: def __len__()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 347
unit: def __getitem__()
file: abstractive_summarization/src/preprocessing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 348
unit: def settings_file()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 349
unit: def system_filename_pattern()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 350
unit: def system_filename_pattern()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 351
unit: def model_filename_pattern()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 352
unit: def model_filename_pattern()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 353
unit: def config_file()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 354
unit: def __add_config_option()
file: abstractive_summarization/src/others/my_pyrouge.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 355
unit: def get_lens()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 356
unit: def count_parameters()
file: abstractive_summarization/src/others/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 357
unit: def __len__()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 358
unit: def __getitem__()
file: abstractive_summarization/src/dapt_pretraining.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 359
unit: def __len__()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 360
unit: def __getitem__()
file: abstractive_summarization/src/tapt_pretraining.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 361
unit: def get_num_of_dialog()
file: dialogue_personalization/utils/data_reader.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3