id: 1 unit: def train() file: nmt/train.py start line: 0 end line: 0 size: 142 LOC McCabe index: 15 number of parameters: 3 id: 2 unit: def get_iterator() file: nmt/utils/iterator_utils.py start line: 0 end line: 0 size: 115 LOC McCabe index: 9 number of parameters: 18 id: 3 unit: def extend_hparams() file: nmt/nmt.py start line: 0 end line: 0 size: 111 LOC McCabe index: 27 number of parameters: 1 id: 4 unit: def _build_decoder() file: nmt/model.py start line: 0 end line: 0 size: 98 LOC McCabe index: 20 number of parameters: 4 id: 5 unit: def create_standard_hparams() file: nmt/utils/standard_hparams_utils.py start line: 0 end line: 0 size: 70 LOC McCabe index: 1 number of parameters: 0 id: 6 unit: def create_hparams() file: nmt/nmt.py start line: 0 end line: 0 size: 69 LOC McCabe index: 5 number of parameters: 1 id: 7 unit: def _build_decoder_cell() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 64 LOC McCabe index: 11 number of parameters: 5 id: 8 unit: def create_emb_for_encoder_and_decoder() file: nmt/model_helper.py start line: 0 end line: 0 size: 57 LOC McCabe index: 15 number of parameters: 14 id: 9 unit: def run_external_eval() file: nmt/train.py start line: 0 end line: 0 size: 56 LOC McCabe index: 5 number of parameters: 10 id: 10 unit: def _build_decoder_cell() file: nmt/attention_model.py start line: 0 end line: 0 size: 55 LOC McCabe index: 8 number of parameters: 5 id: 11 unit: def avg_checkpoints() file: nmt/model_helper.py start line: 0 end line: 0 size: 54 LOC McCabe index: 15 number of parameters: 4 id: 12 unit: def decode_and_evaluate() file: nmt/utils/nmt_utils.py start line: 0 end line: 0 size: 54 LOC McCabe index: 12 number of parameters: 12 id: 13 unit: def run_main() file: nmt/nmt.py start line: 0 end line: 0 size: 54 LOC McCabe index: 17 number of parameters: 5 id: 14 unit: def multi_worker_inference() file: nmt/inference.py start line: 0 end line: 0 size: 53 LOC McCabe index: 7 number of parameters: 8 id: 15 unit: def run_internal_and_external_eval() file: nmt/train.py start line: 0 end line: 0 size: 52 LOC McCabe index: 5 number of parameters: 12 id: 16 unit: def create_test_hparams() file: nmt/utils/common_test_utils.py start line: 0 end line: 0 size: 48 LOC McCabe index: 2 number of parameters: 10 id: 17 unit: def _set_params_initializer() file: nmt/model.py start line: 0 end line: 0 size: 47 LOC McCabe index: 7 number of parameters: 8 id: 18 unit: def _build_encoder_from_sequence() file: nmt/model.py start line: 0 end line: 0 size: 46 LOC McCabe index: 8 number of parameters: 4 id: 19 unit: def create_train_model() file: nmt/model_helper.py start line: 0 end line: 0 size: 46 LOC McCabe index: 4 number of parameters: 6 id: 20 unit: def get_infer_iterator() file: nmt/utils/iterator_utils.py start line: 0 end line: 0 size: 45 LOC McCabe index: 5 number of parameters: 6 id: 21 unit: def compute_bleu() file: nmt/scripts/bleu.py start line: 0 end line: 0 size: 44 LOC McCabe index: 13 number of parameters: 4 id: 22 unit: def _set_train_or_infer() file: nmt/model.py start line: 0 end line: 0 size: 44 LOC McCabe index: 14 number of parameters: 4 id: 23 unit: def create_eval_model() file: nmt/model_helper.py start line: 0 end line: 0 size: 41 LOC McCabe index: 2 number of parameters: 4 id: 24 unit: def _external_eval() file: nmt/train.py start line: 0 end line: 0 size: 40 LOC McCabe index: 8 number of parameters: 11 id: 25 unit: def single_worker_inference() file: nmt/inference.py start line: 0 end line: 0 size: 38 LOC McCabe index: 2 number of parameters: 6 id: 26 unit: def _single_cell() file: nmt/model_helper.py start line: 0 end line: 0 size: 37 LOC McCabe index: 10 number of parameters: 8 id: 27 unit: def create_test_iterator() file: nmt/utils/common_test_utils.py start line: 0 end line: 0 size: 36 LOC McCabe index: 3 number of parameters: 2 id: 28 unit: def _build_encoder() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 35 LOC McCabe index: 8 number of parameters: 2 id: 29 unit: def create_infer_model() file: nmt/model_helper.py start line: 0 end line: 0 size: 35 LOC McCabe index: 2 number of parameters: 4 id: 30 unit: def run_internal_eval() file: nmt/train.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 8 id: 31 unit: def _build_individual_encoder_layers() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 32 LOC McCabe index: 2 number of parameters: 5 id: 32 unit: def inference() file: nmt/inference.py start line: 0 end line: 0 size: 31 LOC McCabe index: 3 number of parameters: 7 id: 33 unit: def _decode_inference_indices() file: nmt/inference.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 7 id: 34 unit: def _build_decoder_cell() file: nmt/model.py start line: 0 end line: 0 size: 28 LOC McCabe index: 6 number of parameters: 6 id: 35 unit: def check_vocab() file: nmt/utils/vocab_utils.py start line: 0 end line: 0 size: 26 LOC McCabe index: 11 number of parameters: 6 id: 36 unit: def rouge() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 25 LOC McCabe index: 6 number of parameters: 2 id: 37 unit: def build_graph() file: nmt/model.py start line: 0 end line: 0 size: 25 LOC McCabe index: 9 number of parameters: 3 id: 38 unit: def _softmax_cross_entropy_loss() file: nmt/model.py start line: 0 end line: 0 size: 25 LOC McCabe index: 6 number of parameters: 4 id: 39 unit: def __init__() file: nmt/attention_model.py start line: 0 end line: 0 size: 24 LOC McCabe index: 5 number of parameters: 9 id: 40 unit: def create_attention_mechanism() file: nmt/attention_model.py start line: 0 end line: 0 size: 24 LOC McCabe index: 5 number of parameters: 5 id: 41 unit: def _bleu() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 5 number of parameters: 3 id: 42 unit: def ensure_compatible_hparams() file: nmt/nmt.py start line: 0 end line: 0 size: 24 LOC McCabe index: 11 number of parameters: 3 id: 43 unit: def __call__() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 4 id: 44 unit: def _sample_decode() file: nmt/train.py start line: 0 end line: 0 size: 23 LOC McCabe index: 3 number of parameters: 10 id: 45 unit: def load_embed_txt() file: nmt/utils/vocab_utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 6 number of parameters: 1 id: 46 unit: def _build_bidirectional_rnn() file: nmt/model.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 8 id: 47 unit: def _build_all_encoder_layers() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 21 LOC McCabe index: 2 number of parameters: 5 id: 48 unit: def _get_decay_info() file: nmt/model.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 2 id: 49 unit: def _create_pretrained_emb_from_txt() file: nmt/model_helper.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 5 id: 50 unit: def _cell_list() file: nmt/model_helper.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 11 id: 51 unit: def _moses_bleu() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 4 id: 52 unit: def __init__() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 9 id: 53 unit: def rouge_n() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 19 LOC McCabe index: 6 number of parameters: 3 id: 54 unit: def __init__() file: nmt/model.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 9 id: 55 unit: def before_train() file: nmt/train.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 6 id: 56 unit: def create_rnn_cell() file: nmt/model_helper.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 10 id: 57 unit: def run_avg_external_eval() file: nmt/train.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 6 id: 58 unit: def _get_learning_rate_warmup() file: nmt/model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 2 id: 59 unit: def init_embeddings() file: nmt/model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 3 id: 60 unit: def _word_accuracy() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 2 id: 61 unit: def create_or_load_hparams() file: nmt/nmt.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 4 id: 62 unit: def run_full_eval() file: nmt/train.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 10 id: 63 unit: def _get_learning_rate_decay() file: nmt/model.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 2 id: 64 unit: def compute_perplexity() file: nmt/model_helper.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 3 id: 65 unit: def tokens_to_bytes() file: nmt/utils/vocab_utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 1 id: 66 unit: def gnmt_residual_fn() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 2 id: 67 unit: def _recon_lcs() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 2 id: 68 unit: def _union_lcs() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 2 id: 69 unit: def process_stats() file: nmt/train.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 5 id: 70 unit: def _compute_loss() file: nmt/model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 71 unit: def evaluate() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 7 number of parameters: 4 id: 72 unit: def print_out() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 3 id: 73 unit: def load_hparams() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 1 id: 74 unit: def format_bpe_text() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 2 id: 75 unit: def _build_encoder_cell() file: nmt/model.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 5 id: 76 unit: def get_initializer() file: nmt/model_helper.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 77 unit: def load_model() file: nmt/model_helper.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 4 id: 78 unit: def _lcs() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 2 id: 79 unit: def get_model_creator() file: nmt/train.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 1 id: 80 unit: def get_model_creator() file: nmt/inference.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 1 id: 81 unit: def create_or_load_model() file: nmt/model_helper.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 4 id: 82 unit: def _rouge() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 83 unit: def _accuracy() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 2 id: 84 unit: def get_translation() file: nmt/utils/nmt_utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 4 id: 85 unit: def update_stats() file: nmt/train.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 3 id: 86 unit: def _format_results() file: nmt/train.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 4 id: 87 unit: def train() file: nmt/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 2 id: 88 unit: def get_config_proto() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 4 id: 89 unit: def rouge_l_summary_level() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 90 unit: def _get_infer_maximum_iterations() file: nmt/model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 91 unit: def build_encoder_states() file: nmt/model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 92 unit: def _prepare_beam_search_decoder_inputs() file: nmt/attention_model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 5 id: 93 unit: def _string_to_bytes() file: nmt/utils/vocab_utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 94 unit: def add_arguments() file: nmt/nmt.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 95 unit: def rouge_l_sentence_level() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 96 unit: def run_sample_decode() file: nmt/train.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 7 id: 97 unit: def decode() file: nmt/model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 98 unit: def _create_or_load_embed() file: nmt/model_helper.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 6 id: 99 unit: def create_vocab_tables() file: nmt/utils/vocab_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 100 unit: def _get_infer_summary() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 101 unit: def _f_p_r_lcs() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 102 unit: def load_vocab() file: nmt/utils/vocab_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 103 unit: def _get_ngrams() file: nmt/scripts/bleu.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 104 unit: def _get_ngrams() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 105 unit: def print_step_info() file: nmt/train.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 106 unit: def load_data() file: nmt/inference.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 2 id: 107 unit: def start_sess_and_load_model() file: nmt/inference.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 108 unit: def infer() file: nmt/model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 109 unit: def _create_attention_images_summary() file: nmt/attention_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 110 unit: def gradient_clip() file: nmt/model_helper.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 111 unit: def _clean() file: nmt/utils/evaluation_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 112 unit: def print_hparams() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 6 number of parameters: 3 id: 113 unit: def init_stats() file: nmt/train.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 0 id: 114 unit: def _internal_eval() file: nmt/train.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 7 id: 115 unit: def _get_train_summary() file: nmt/model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 116 unit: def eval() file: nmt/model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 117 unit: def print_variables_in_ckpt() file: nmt/model_helper.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 118 unit: def safe_exp() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 119 unit: def maybe_parse_standard_hparams() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 120 unit: def _add_argument() file: nmt/nmt.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 4 id: 121 unit: def _get_word_ngrams() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 122 unit: def add_info_summaries() file: nmt/train.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 123 unit: def get_best_results() file: nmt/train.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 124 unit: def get_device_str() file: nmt/model_helper.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 125 unit: def _get_embed_device() file: nmt/model_helper.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 126 unit: def check_tensorflow_version() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 0 id: 127 unit: def save_hparams() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 128 unit: def format_text() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 1 id: 129 unit: def main() file: nmt/nmt.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 130 unit: def __init__() file: nmt/gnmt_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 131 unit: def _len_lcs() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 132 unit: def _build_encoder() file: nmt/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 133 unit: def _get_infer_summary() file: nmt/attention_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 134 unit: def print_time() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 135 unit: def debug_tensor() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 136 unit: def get_max_time() file: nmt/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 137 unit: def _build_decoder_cell() file: nmt/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 138 unit: def _get_infer_summary() file: nmt/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 139 unit: def add_summary() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 140 unit: def format_spm_text() file: nmt/utils/misc_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 141 unit: def _split_into_words() file: nmt/scripts/rouge.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 142 unit: def _build_encoder() file: nmt/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2