id: 1 unit: def make_ranking_metric_fn() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 105 LOC McCabe index: 2 number of parameters: 7 id: 2 unit: def parse() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 101 LOC McCabe index: 30 number of parameters: 2 id: 3 unit: def make_loss_fn() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 91 LOC McCabe index: 14 number of parameters: 8 id: 4 unit: def model_to_estimator() file: tensorflow_ranking/python/keras/estimator.py start line: 0 end line: 0 size: 76 LOC McCabe index: 15 number of parameters: 7 id: 5 unit: def _make_gam_score_fn() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 71 LOC McCabe index: 14 number of parameters: 6 id: 6 unit: def make_loss_metric_fn() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 52 LOC McCabe index: 3 number of parameters: 4 id: 7 unit: def encode_listwise_features() file: tensorflow_ranking/python/feature.py start line: 0 end line: 0 size: 51 LOC McCabe index: 10 number of parameters: 6 id: 8 unit: def __init__() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 50 LOC McCabe index: 6 number of parameters: 13 id: 9 unit: def __init__() file: tensorflow_ranking/python/keras/canned/gam.py start line: 0 end line: 0 size: 49 LOC McCabe index: 8 number of parameters: 11 id: 10 unit: def _compute_logits_impl() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 48 LOC McCabe index: 12 number of parameters: 7 id: 11 unit: def sample() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 48 LOC McCabe index: 9 number of parameters: 4 id: 12 unit: def create_estimator_spec() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 47 LOC McCabe index: 6 number of parameters: 6 id: 13 unit: def pair_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 45 LOC McCabe index: 7 number of parameters: 3 id: 14 unit: def score() file: tensorflow_ranking/python/keras/canned/gam.py start line: 0 end line: 0 size: 45 LOC McCabe index: 13 number of parameters: 4 id: 15 unit: def parse() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 41 LOC McCabe index: 12 number of parameters: 2 id: 16 unit: def build_ranking_dataset_with_parsing_fn() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 41 LOC McCabe index: 14 number of parameters: 14 id: 17 unit: def train_and_validate() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 39 LOC McCabe index: 6 number of parameters: 2 id: 18 unit: def make_gam_ranking_estimator() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 38 LOC McCabe index: 1 number of parameters: 16 id: 19 unit: def create_estimator_spec() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 37 LOC McCabe index: 7 number of parameters: 6 id: 20 unit: def call() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 37 LOC McCabe index: 8 number of parameters: 3 id: 21 unit: def __init__() file: tensorflow_ranking/python/keras/canned/dnn.py start line: 0 end line: 0 size: 37 LOC McCabe index: 7 number of parameters: 10 id: 22 unit: def train_and_eval() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 37 LOC McCabe index: 1 number of parameters: 0 id: 23 unit: def _make_dnn_score_fn() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 36 LOC McCabe index: 6 number of parameters: 5 id: 24 unit: def make_dnn_ranking_estimator() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 36 LOC McCabe index: 1 number of parameters: 15 id: 25 unit: def get() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 34 LOC McCabe index: 4 number of parameters: 5 id: 26 unit: def _make_dataset() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 34 LOC McCabe index: 1 number of parameters: 6 id: 27 unit: def scoring_function() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 34 LOC McCabe index: 4 number of parameters: 3 id: 28 unit: def _merge_loss() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 33 LOC McCabe index: 7 number of parameters: 6 id: 29 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 33 LOC McCabe index: 9 number of parameters: 1 id: 30 unit: def _calculate_aggregated_metrics() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 33 LOC McCabe index: 6 number of parameters: 3 id: 31 unit: def encode_features() file: tensorflow_ranking/python/feature.py start line: 0 end line: 0 size: 32 LOC McCabe index: 10 number of parameters: 4 id: 32 unit: def listwise_scoring() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 32 LOC McCabe index: 10 number of parameters: 5 id: 33 unit: def _build_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 32 LOC McCabe index: 2 number of parameters: 6 id: 34 unit: def read_batched_sequence_example_dataset() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 32 LOC McCabe index: 1 number of parameters: 15 id: 35 unit: def _export_strategies() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 32 LOC McCabe index: 3 number of parameters: 3 id: 36 unit: def de_noise() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 29 LOC McCabe index: 5 number of parameters: 3 id: 37 unit: def __init__() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 28 LOC McCabe index: 9 number of parameters: 8 id: 38 unit: def _eval_metric_fns() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 28 LOC McCabe index: 6 number of parameters: 1 id: 39 unit: def neural_sort() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 28 LOC McCabe index: 7 number of parameters: 3 id: 40 unit: def build() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 28 LOC McCabe index: 6 number of parameters: 2 id: 41 unit: def __init__() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 28 LOC McCabe index: 3 number of parameters: 5 id: 42 unit: def _train_eval_specs() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 28 LOC McCabe index: 2 number of parameters: 1 id: 43 unit: def _make_dataset() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 28 LOC McCabe index: 1 number of parameters: 6 id: 44 unit: def get() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 27 LOC McCabe index: 5 number of parameters: 6 id: 45 unit: def build_callbacks() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 26 LOC McCabe index: 5 number of parameters: 1 id: 46 unit: def make_parsing_fn() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 26 LOC McCabe index: 2 number of parameters: 8 id: 47 unit: def _model_fn() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 25 LOC McCabe index: 10 number of parameters: 1 id: 48 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 25 LOC McCabe index: 6 number of parameters: 4 id: 49 unit: def _per_example_weights_to_per_list_weights() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 25 LOC McCabe index: 1 number of parameters: 2 id: 50 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 24 LOC McCabe index: 5 number of parameters: 4 id: 51 unit: def sort_by_scores() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 8 number of parameters: 6 id: 52 unit: def create_keras_inputs() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 23 LOC McCabe index: 8 number of parameters: 4 id: 53 unit: def compute_mean() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 6 id: 54 unit: def __init__() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 23 LOC McCabe index: 1 number of parameters: 11 id: 55 unit: def encode_pointwise_features() file: tensorflow_ranking/python/feature.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 5 id: 56 unit: def _update_scatter_gather_indices() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 22 LOC McCabe index: 7 number of parameters: 4 id: 57 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 22 LOC McCabe index: 7 number of parameters: 4 id: 58 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 9 id: 59 unit: def __init__() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 19 id: 60 unit: def __init__() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 16 id: 61 unit: def _make_tower_layers() file: tensorflow_ranking/python/keras/canned/gam.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 6 id: 62 unit: def build_ranking_dataset() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 22 LOC McCabe index: 1 number of parameters: 11 id: 63 unit: def parse_from_tf_example() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 5 id: 64 unit: def build_model() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 22 LOC McCabe index: 1 number of parameters: 1 id: 65 unit: def validation_step() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 4 id: 66 unit: def reduce_aggregated_logs() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 22 LOC McCabe index: 8 number of parameters: 3 id: 67 unit: def _decode() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 22 LOC McCabe index: 7 number of parameters: 2 id: 68 unit: def compute_logits() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 6 id: 69 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 4 id: 70 unit: def create_tower() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 11 id: 71 unit: def __init__() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 21 LOC McCabe index: 2 number of parameters: 15 id: 72 unit: def __init__() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 21 LOC McCabe index: 4 number of parameters: 8 id: 73 unit: def _compute_per_list_metric() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 21 LOC McCabe index: 2 number of parameters: 6 id: 74 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 5 id: 75 unit: def _model_fn() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 1 id: 76 unit: def _merge_predict_export_outputs() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 20 LOC McCabe index: 10 number of parameters: 2 id: 77 unit: def create_keras_model() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 6 id: 78 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 9 id: 79 unit: def _prepare_and_validate_params() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 5 id: 80 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 5 id: 81 unit: def __init__() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 7 id: 82 unit: def transform_function() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 2 id: 83 unit: def _feed_forward_network() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 8 id: 84 unit: def _infer_sizes() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 19 LOC McCabe index: 6 number of parameters: 2 id: 85 unit: def __init__() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 19 LOC McCabe index: 9 number of parameters: 3 id: 86 unit: def _check_logits_and_labels() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 19 LOC McCabe index: 8 number of parameters: 3 id: 87 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 8 id: 88 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 8 id: 89 unit: def eval_metric() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 19 LOC McCabe index: 5 number of parameters: 2 id: 90 unit: def _prepare_and_validate_params() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 5 id: 91 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 5 id: 92 unit: def _transform_fn() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 3 id: 93 unit: def compute_logits() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 5 id: 94 unit: def _form_group_indices_nd() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 4 id: 95 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 4 id: 96 unit: def gumbel_neural_sort() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 5 id: 97 unit: def call() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 3 id: 98 unit: def call() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 3 id: 99 unit: def parse_from_example_in_example() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 8 id: 100 unit: def parse_from_example_list() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 8 id: 101 unit: def parse_from_sequence_example() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 8 id: 102 unit: def build_ranking_serving_input_receiver_fn() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 8 id: 103 unit: def _make_serving_input_fn() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 1 id: 104 unit: def __init__() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 11 id: 105 unit: def _rolling_window_indices() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 3 id: 106 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 4 id: 107 unit: def regress_tf_function() file: tensorflow_ranking/python/keras/saved_model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 1 id: 108 unit: def _validate_parameters() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 109 unit: def build_tf_example_serving_input_receiver_fn() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 5 id: 110 unit: def alpha_discounted_cumulative_gain() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 8 id: 111 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 5 id: 112 unit: def __init__() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 8 id: 113 unit: def train_step() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 5 id: 114 unit: def make_identity_transform_fn() file: tensorflow_ranking/python/feature.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 115 unit: def individual_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 3 id: 116 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 4 id: 117 unit: def call() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 3 id: 118 unit: def __init__() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 5 id: 119 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 1 id: 120 unit: def default_keras_metrics() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 121 unit: def _get_descriptor_set() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 0 id: 122 unit: def normalized_discounted_cumulative_gain() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 7 id: 123 unit: def ndcg() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 3 id: 124 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 4 id: 125 unit: def organize_valid_indices() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 3 id: 126 unit: def __init__() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 9 id: 127 unit: def predict_tf_function() file: tensorflow_ranking/python/keras/saved_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 1 id: 128 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 6 id: 129 unit: def score() file: tensorflow_ranking/python/keras/canned/dnn.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 4 id: 130 unit: def _decode_as_serialized_example_list() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 14 LOC McCabe index: 8 number of parameters: 1 id: 131 unit: def _decode_as_serialized_example_list() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 2 id: 132 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 5 id: 133 unit: def _parse() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 3 id: 134 unit: def initialize() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 2 id: 135 unit: def _make_input_fn() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 6 id: 136 unit: def _validate_hparams() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 13 LOC McCabe index: 7 number of parameters: 3 id: 137 unit: def _group_score_fn() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 6 id: 138 unit: def create_ranking_head() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 5 id: 139 unit: def inverse_max_dcg() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 3 id: 140 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 6 id: 141 unit: def _prepare_and_validate_params() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 5 id: 142 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 4 id: 143 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 6 id: 144 unit: def precompute() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 6 number of parameters: 5 id: 145 unit: def _compute_latent_prob() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 4 id: 146 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 4 id: 147 unit: def _circle_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 8 id: 148 unit: def get_config() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 1 id: 149 unit: def build() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 1 id: 150 unit: def binary_preference() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 6 id: 151 unit: def _default_export_output() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 2 id: 152 unit: def compute_per_list() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 5 id: 153 unit: def compute_per_list() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 5 id: 154 unit: def _circular_indices() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 2 id: 155 unit: def padded_nd_indices() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 156 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 6 id: 157 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 158 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 159 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 160 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 161 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 162 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 163 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 164 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 6 id: 165 unit: def _get_scalar_default_value() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 12 LOC McCabe index: 9 number of parameters: 2 id: 166 unit: def discounted_cumulative_gain() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 7 id: 167 unit: def _per_list_precision() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 4 id: 168 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 5 id: 169 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 7 id: 170 unit: def build_metrics() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 2 id: 171 unit: def validation_step() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 4 id: 172 unit: def example_feature_columns() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 0 id: 173 unit: def _make_serving_input_fn() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 1 id: 174 unit: def _get_params() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 2 id: 175 unit: def _get_train_op() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 176 unit: def __init__() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 6 id: 177 unit: def _normalize_weights_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 3 id: 178 unit: def _pairwise_hinge_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 179 unit: def _pairwise_logistic_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 180 unit: def _pairwise_soft_zero_one_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 181 unit: def _softmax_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 6 id: 182 unit: def _unique_softmax_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 183 unit: def _list_mle_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 184 unit: def apply_preprocess() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 185 unit: def get_output_filepath() file: tensorflow_ranking/python/keras/strategy_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 2 id: 186 unit: def __init__() file: tensorflow_ranking/python/keras/saved_model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 9 id: 187 unit: def __init__() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 5 id: 188 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 7 id: 189 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 190 unit: def get_config() file: tensorflow_ranking/python/keras/canned/gam.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 191 unit: def build_ranking_serving_input_receiver_fn_with_parsing_fn() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 3 id: 192 unit: def build_sequence_example_serving_input_receiver_fn() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 4 id: 193 unit: def mean_average_precision() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 5 id: 194 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 195 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 6 id: 196 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 5 id: 197 unit: def _validate_parameters() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 3 id: 198 unit: def _is_sequence_column_v2() file: tensorflow_ranking/python/feature.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 1 id: 199 unit: def _call_transform_fn() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 4 id: 200 unit: def create_loss() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 5 id: 201 unit: def pair_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 3 id: 202 unit: def compute_per_list() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 203 unit: def reshape_to_2d() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 6 number of parameters: 1 id: 204 unit: def _sigmoid_cross_entropy_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 5 id: 205 unit: def _mean_squared_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 5 id: 206 unit: def _approx_ndcg_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 6 id: 207 unit: def _approx_mrr_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 6 id: 208 unit: def _neural_sort_cross_entropy_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 6 id: 209 unit: def _neural_sort_ndcg_loss() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 6 id: 210 unit: def get_config() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 211 unit: def serialize_feature_columns() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 212 unit: def deserialize_feature_columns() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 2 id: 213 unit: def normalize_outputs() file: tensorflow_ranking/python/keras/saved_model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 5 id: 214 unit: def __init__() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 5 id: 215 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 7 id: 216 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 7 id: 217 unit: def get_config() file: tensorflow_ranking/python/keras/canned/dnn.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 218 unit: def mean_reciprocal_rank() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 219 unit: def _discounted_cumulative_gain() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 4 id: 220 unit: def _per_list_recall() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 4 id: 221 unit: def _write_as_csv() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 3 id: 222 unit: def _get_metric_pair() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 223 unit: def _validate_function_args_and_hparams() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 224 unit: def __init__() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 225 unit: def _pairwise_comparison() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 226 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 6 id: 227 unit: def get_config() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 228 unit: def get_config() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 229 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 230 unit: def call() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 4 id: 231 unit: def get_config() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 232 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 233 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 234 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 235 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 236 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 237 unit: def export_saved_model() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 238 unit: def build_loss() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 239 unit: def aggregate_logs() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 3 id: 240 unit: def make_groupwise_ranking_fn() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 4 id: 241 unit: def _merge_metrics() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 242 unit: def compute() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 6 id: 243 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 4 id: 244 unit: def _get_shuffle_indices() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 4 id: 245 unit: def sorted_ranks() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 3 id: 246 unit: def reshape_first_ndims() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 247 unit: def ragged_to_dense() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 248 unit: def __init__() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 5 id: 249 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 250 unit: def get_strategy() file: tensorflow_ranking/python/keras/strategy_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 251 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 252 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 253 unit: def build_weighted_metrics() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 254 unit: def _compute_per_list_metric() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 6 id: 255 unit: def __init__() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 5 id: 256 unit: def _required_hparam_keys() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 257 unit: def _parse() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 258 unit: def build_inputs() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 259 unit: def build_losses() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 4 id: 260 unit: def _validate_function_args() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 261 unit: def _get_loss_metric_pair() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 262 unit: def _make_model_fn() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 263 unit: def create_estimator_spec() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 6 id: 264 unit: def _labels_and_logits_metrics() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 265 unit: def _get_valid_pairs_and_clean_labels() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 266 unit: def approx_ranks() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 267 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 6 id: 268 unit: def _normalize_weights_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 269 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 270 unit: def create_ndcg_lambda_weight() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 271 unit: def create_reciprocal_rank_lambda_weight() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 272 unit: def __init__() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 273 unit: def from_config() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 274 unit: def compute_logits() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 275 unit: def from_config() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 276 unit: def from_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 277 unit: def from_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 278 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 279 unit: def update_state() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 280 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 281 unit: def build_weighted_metrics() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 282 unit: def build_metrics() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 283 unit: def build_valid_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 284 unit: def average_relevance_position() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 285 unit: def precision() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 5 id: 286 unit: def precision_ia() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 5 id: 287 unit: def ordered_pair_accuracy() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 288 unit: def compute() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 5 id: 289 unit: def _features_and_labels() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 290 unit: def make_estimator() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 291 unit: def _check_tensor_shapes() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 292 unit: def individual_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 293 unit: def _compute_ranks() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 294 unit: def eval_metric() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 295 unit: def compute() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 6 id: 296 unit: def compute_per_list() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 297 unit: def compute_unreduced_loss() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 298 unit: def _normalize_weights_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 299 unit: def __init__() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 300 unit: def get_config() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 301 unit: def __init__() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 302 unit: def get_config() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 303 unit: def get_config() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 304 unit: def call() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 305 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 306 unit: def call() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 307 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 308 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 309 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 310 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 6 id: 311 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 312 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 6 id: 313 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 314 unit: def get_config() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 315 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 6 id: 316 unit: def build_loss() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 317 unit: def build_metrics() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 318 unit: def build_train_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 319 unit: def build_signatures() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 320 unit: def recall() file: tensorflow_ranking/python/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 5 id: 321 unit: def _compute_per_list_weights() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 322 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 5 id: 323 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 5 id: 324 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 5 id: 325 unit: def _get_output_feature_names() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 326 unit: def _convert_label() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 327 unit: def _required_hparam_keys() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 328 unit: def __init__() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 329 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 330 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 331 unit: def eval_metric() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 332 unit: def _to_nd_indices() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 333 unit: def from_config() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 334 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 335 unit: def preprocess() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 336 unit: def score() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 337 unit: def create_inputs() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 338 unit: def preprocess() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 339 unit: def score() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 340 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 341 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 342 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 343 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 344 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 345 unit: def transform() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 346 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 347 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 348 unit: def __call__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 349 unit: def call() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 350 unit: def __call__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 351 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 352 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 6 id: 353 unit: def __init__() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 354 unit: def _convert_label() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 355 unit: def _bounding_shape() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 356 unit: def _alpha_dcg_gain_fn() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 357 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 358 unit: def build_inputs() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 359 unit: def _get_logging_feature_names() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 360 unit: def train_and_eval() file: tensorflow_ranking/extension/pipeline.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 2 id: 361 unit: def compute_unreduced_loss() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 362 unit: def normalize_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 363 unit: def get_logits() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 364 unit: def _pairwise_loss() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 365 unit: def call() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 366 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 367 unit: def _score_flattened() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 368 unit: def _score_flattened() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 369 unit: def _score_flattened() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 370 unit: def strategy_scope() file: tensorflow_ranking/python/keras/strategy_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 371 unit: def get_config() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 372 unit: def __call__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 373 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 374 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 375 unit: def __init__() file: tensorflow_ranking/python/keras/metrics.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 376 unit: def __init__() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 377 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 378 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 379 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 380 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 381 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 382 unit: def _score_flattened() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 383 unit: def build() file: tensorflow_ranking/extension/premade/tfrbert_task.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 384 unit: def _compute_logits_impl() file: tensorflow_ranking/python/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 7 id: 385 unit: def _apply_pairwise_op() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 386 unit: def individual_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 387 unit: def _sample_gumbel() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 388 unit: def _normalize_weights_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 389 unit: def _pairwise_loss() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 390 unit: def gather_per_row() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 391 unit: def is_label_valid() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 392 unit: def create_p_list_mle_lambda_weight() file: tensorflow_ranking/python/losses.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 393 unit: def __call__() file: tensorflow_ranking/python/keras/saved_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 394 unit: def score() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 395 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 4 id: 396 unit: def _get_metric() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 397 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 398 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 399 unit: def load() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 400 unit: def process_metrics() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 4 id: 401 unit: def main() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 402 unit: def _allowed_hparam_keys() file: tensorflow_ranking/python/estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 403 unit: def create_multi_ranking_head() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 404 unit: def name() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 405 unit: def name() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 406 unit: def name() file: tensorflow_ranking/python/head.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 407 unit: def pair_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 408 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 409 unit: def pair_weights() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 410 unit: def name() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 411 unit: def _compute_unreduced_loss_impl() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 412 unit: def compute_per_list() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 413 unit: def _pairwise_loss() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 414 unit: def _pairwise_loss() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 415 unit: def get_logits() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 416 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 417 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 418 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 419 unit: def __init__() file: tensorflow_ranking/python/losses_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 420 unit: def shuffle_valid_indices() file: tensorflow_ranking/python/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 421 unit: def call() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 422 unit: def call() file: tensorflow_ranking/python/keras/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 423 unit: def example_feature_columns() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 424 unit: def size_feature_name() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 425 unit: def context_feature_columns() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 426 unit: def example_feature_columns() file: tensorflow_ranking/python/keras/feature.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 427 unit: def build() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 428 unit: def create_inputs() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 429 unit: def __call__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 430 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 431 unit: def __init__() file: tensorflow_ranking/python/keras/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 432 unit: def __enter__() file: tensorflow_ranking/python/keras/strategy_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 433 unit: def __exit__() file: tensorflow_ranking/python/keras/strategy_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 434 unit: def identity() file: tensorflow_ranking/python/keras/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 435 unit: def inverse() file: tensorflow_ranking/python/keras/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 436 unit: def pow_minus_1() file: tensorflow_ranking/python/keras/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 437 unit: def log2_inverse() file: tensorflow_ranking/python/keras/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 438 unit: def is_greater_equal_1() file: tensorflow_ranking/python/keras/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 439 unit: def symmetric_log1p() file: tensorflow_ranking/python/keras/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 440 unit: def context_feature_columns() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 441 unit: def example_feature_columns() file: tensorflow_ranking/python/keras/network.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 442 unit: def __init__() file: tensorflow_ranking/python/keras/losses.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 443 unit: def build_loss() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 444 unit: def build_metrics() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 445 unit: def build_weighted_metrics() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 446 unit: def train_and_validate() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 447 unit: def build_train_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 448 unit: def build_valid_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 449 unit: def build_signatures() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 450 unit: def build_train_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 451 unit: def build_valid_dataset() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 452 unit: def build_signatures() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 453 unit: def _features_and_labels() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 454 unit: def _features_and_labels() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 455 unit: def _features_and_labels() file: tensorflow_ranking/python/keras/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 456 unit: def parse() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 457 unit: def _decode_as_serialized_example_list() file: tensorflow_ranking/python/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 458 unit: def __init__() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 459 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 460 unit: def _compute_impl() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 461 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 462 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 463 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 464 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 465 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 466 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 467 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 468 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 469 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 470 unit: def name() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 471 unit: def build_model() file: tensorflow_ranking/extension/task.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 472 unit: def context_feature_columns() file: tensorflow_ranking/research/dasalc.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 473 unit: def _compute_per_list_metric() file: tensorflow_ranking/python/metrics_impl.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 6