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number of parameters: 4 id: 8 unit: def train_by_chain_thaw() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 35 LOC McCabe index: 25 number of parameters: 11 id: 9 unit: def fit_model() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 35 LOC McCabe index: 10 number of parameters: 8 id: 10 unit: def class_avg_tune_trainable() file: torchmoji/class_avg_finetuning.py start line: 0 end line: 0 size: 34 LOC McCabe index: 8 number of parameters: 14 id: 11 unit: def load_specific_weights() file: torchmoji/model_def.py start line: 0 end line: 0 size: 34 LOC McCabe index: 16 number of parameters: 5 id: 12 unit: def __init__() file: torchmoji/lstm.py start line: 0 end line: 0 size: 33 LOC McCabe index: 9 number of parameters: 8 id: 13 unit: def VariableRecurrent() file: torchmoji/lstm.py start line: 0 end line: 0 size: 31 LOC McCabe index: 9 number of parameters: 2 id: 14 unit: def split_train_val_test() file: torchmoji/sentence_tokenizer.py start line: 0 end line: 0 size: 30 LOC McCabe index: 17 number of parameters: 7 id: 15 unit: def VariableRecurrentReverse() file: torchmoji/lstm.py start line: 0 end line: 0 size: 30 LOC McCabe index: 8 number of parameters: 2 id: 16 unit: def StackedRNN() file: torchmoji/lstm.py start line: 0 end line: 0 size: 29 LOC McCabe index: 7 number of parameters: 5 id: 17 unit: def __init__() file: torchmoji/model_def.py start line: 0 end line: 0 size: 27 LOC McCabe index: 7 number of parameters: 8 id: 18 unit: def AutogradRNN() file: torchmoji/lstm.py start line: 0 end line: 0 size: 25 LOC McCabe index: 7 number of parameters: 10 id: 19 unit: def load_benchmark() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 24 LOC McCabe index: 6 number of parameters: 3 id: 20 unit: def __init__() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 24 LOC McCabe index: 3 number of parameters: 6 id: 21 unit: def validated_tweet() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 23 LOC McCabe index: 14 number of parameters: 2 id: 22 unit: def __init__() file: torchmoji/sentence_tokenizer.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 7 id: 23 unit: def mostly_english() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 22 LOC McCabe index: 10 number of parameters: 6 id: 24 unit: def get_results() file: scripts/analyze_all_results.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 1 id: 25 unit: def get_words() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 20 LOC McCabe index: 10 number of parameters: 2 id: 26 unit: def tune_trainable() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 19 LOC McCabe index: 9 number of parameters: 11 id: 27 unit: def __setstate__() file: torchmoji/lstm.py start line: 0 end line: 0 size: 19 LOC McCabe index: 9 number of parameters: 2 id: 28 unit: def extract_valid_sentence_words() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 2 id: 29 unit: def save_vocab() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 4 id: 30 unit: def extend_vocab() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 31 unit: def find_f1_threshold() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 16 LOC McCabe index: 6 number of parameters: 4 id: 32 unit: def convert_dataset() file: scripts/convert_all_datasets.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 3 id: 33 unit: def convert_unicode_punctuation() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 34 unit: def shorten_word() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 8 number of parameters: 1 id: 35 unit: def evaluate_using_acc() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 2 id: 36 unit: def correct_length() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 8 number of parameters: 4 id: 37 unit: def __repr__() file: torchmoji/lstm.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 1 id: 38 unit: def prompt() file: scripts/download_weights.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 0 id: 39 unit: def init_weights() file: torchmoji/model_def.py start line: 0 end line: 0 size: 13 LOC McCabe index: 11 number of parameters: 1 id: 40 unit: def __init__() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 9 id: 41 unit: def data_postprocess_filtering() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 42 unit: def forward() file: torchmoji/attlayer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 3 id: 43 unit: def Recurrent() file: torchmoji/lstm.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 44 unit: def torchmoji_transfer() file: torchmoji/model_def.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 5 id: 45 unit: def convert_unicode_word() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 2 id: 46 unit: def LSTMCell() file: torchmoji/lstm.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 47 unit: def read_english() file: torchmoji/filter_input.py start line: 0 end line: 0 size: 11 LOC McCabe index: 6 number of parameters: 2 id: 48 unit: def extend_vocab_in_file() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 49 unit: def chain_thaw() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 13 id: 50 unit: def detect_special_tokens() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 1 id: 51 unit: def tokenize() file: torchmoji/tokenizer.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 52 unit: def save_vocab() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 53 unit: def all_words_in_sentences() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 1 id: 54 unit: def __iter__() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 1 id: 55 unit: def separate_emojis_and_text() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 56 unit: def find_tokens() file: torchmoji/sentence_tokenizer.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 57 unit: def coverage() file: torchmoji/sentence_tokenizer.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 58 unit: def read_wanted_emojis() file: torchmoji/filter_input.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 59 unit: def change_trainable() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 8 LOC McCabe index: 7 number of parameters: 3 id: 60 unit: def __init__() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 6 id: 61 unit: def relabel() file: torchmoji/class_avg_finetuning.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 62 unit: def format_pickle() file: scripts/convert_all_datasets.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 7 id: 63 unit: def __init__() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 64 unit: def count_words_in_sentence() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 2 id: 65 unit: def calculate_batchsize_maxlen() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 66 unit: def freeze_layers() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 7 LOC McCabe index: 8 number of parameters: 3 id: 67 unit: def get_data_loader() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 7 id: 68 unit: def __init__() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 3 id: 69 unit: def data_preprocess_filtering() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 70 unit: def is_special_token() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 71 unit: def variable_recurrent_factory() file: torchmoji/lstm.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 72 unit: def prepare_generators() file: torchmoji/class_avg_finetuning.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 6 id: 73 unit: def torchmoji_feature_encoding() file: torchmoji/model_def.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 74 unit: def check_ascii() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 75 unit: def reset_stats() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 76 unit: def __init__() file: torchmoji/attlayer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 77 unit: def read_non_english_users() file: torchmoji/filter_input.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 78 unit: def torchmoji_emojis() file: torchmoji/model_def.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 79 unit: def calc_loss() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 80 unit: def __iter__() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 81 unit: def generate_array_from_input() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 82 unit: def to_sentence() file: torchmoji/sentence_tokenizer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 5 number of parameters: 2 id: 83 unit: def hard_sigmoid() file: torchmoji/lstm.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 84 unit: def prepare_labels() file: torchmoji/class_avg_finetuning.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 85 unit: def remove_variation_selectors() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 86 unit: def process_word() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 87 unit: def convert_nonbreaking_space() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 88 unit: def convert_linebreaks() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 89 unit: def _apply() file: torchmoji/lstm.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 90 unit: def reset_parameters() file: torchmoji/lstm.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 91 unit: def count_all_words() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 92 unit: def evaluate_using_weighted_f1() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 93 unit: def __repr__() file: torchmoji/attlayer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 94 unit: def load_non_english_user_set() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 95 unit: def non_english_user() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 96 unit: def extract_emojis() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 97 unit: def get_next_word() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 98 unit: def __init__() file: torchmoji/create_vocab.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 99 unit: def __len__() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 100 unit: def __getitem__() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 101 unit: def __len__() file: torchmoji/finetuning.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 102 unit: def data_preprocess_filtering() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 103 unit: def data_postprocess_filtering() file: torchmoji/word_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 104 unit: def punct_word() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 2 id: 105 unit: def remove_control_chars() file: torchmoji/filter_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 106 unit: def flatten_parameters() file: torchmoji/lstm.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 107 unit: def all_weights() file: torchmoji/lstm.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 1 id: 108 unit: def roundup() file: scripts/finetune_dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 109 unit: def roundup() file: scripts/convert_all_datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1