id: 1 unit: def plot_results() file: tcav/utils_plot.py start line: 0 end line: 0 size: 73 LOC McCabe index: 24 number of parameters: 5 id: 2 unit: def _run_single_set() file: tcav/tcav.py start line: 0 end line: 0 size: 65 LOC McCabe index: 3 number of parameters: 4 id: 3 unit: def make_concepts_targets_and_randoms() file: tcav/tcav_examples/discrete/make_kdd99_concepts.py start line: 0 end line: 0 size: 55 LOC McCabe index: 8 number of parameters: 1 id: 4 unit: def _process_what_to_run_expand() file: tcav/tcav.py start line: 0 end line: 0 size: 38 LOC McCabe index: 13 number of parameters: 3 id: 5 unit: def make_keras_model() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 1 id: 6 unit: def print_results() file: tcav/utils.py start line: 0 end line: 0 size: 34 LOC McCabe index: 18 number of parameters: 5 id: 7 unit: def load_images_from_files() file: tcav/activation_generator.py start line: 0 end line: 0 size: 32 LOC McCabe index: 10 number of parameters: 7 id: 8 unit: def fetch_imagenet_class() file: tcav/tcav_examples/image_models/imagenet/imagenet_and_broden_fetcher.py start line: 0 end line: 0 size: 30 LOC McCabe index: 10 number of parameters: 4 id: 9 unit: def _try_loading_model() file: tcav/model.py start line: 0 end line: 0 size: 30 LOC McCabe index: 5 number of parameters: 2 id: 10 unit: def __init__() file: tcav/tcav.py start line: 0 end line: 0 size: 30 LOC McCabe index: 4 number of parameters: 11 id: 11 unit: def download_texture_to_working_folder() file: tcav/tcav_examples/image_models/imagenet/imagenet_and_broden_fetcher.py start line: 0 end line: 0 size: 29 LOC McCabe index: 10 number of parameters: 4 id: 12 unit: def compute_tcav_score() file: tcav/tcav.py start line: 0 end line: 0 size: 27 LOC McCabe index: 4 number of parameters: 8 id: 13 unit: def process_and_load_activations() file: tcav/activation_generator.py start line: 0 end line: 0 size: 26 LOC McCabe index: 10 number of parameters: 3 id: 14 unit: def get_or_train_cav() file: tcav/cav.py start line: 0 end line: 0 size: 26 LOC McCabe index: 6 number of parameters: 6 id: 15 unit: def process_what_to_run_expand() file: tcav/utils.py start line: 0 end line: 0 size: 25 LOC McCabe index: 10 number of parameters: 4 id: 16 unit: def generate_random_folders() file: tcav/tcav_examples/image_models/imagenet/imagenet_and_broden_fetcher.py start line: 0 end line: 0 size: 24 LOC McCabe index: 7 number of parameters: 5 id: 17 unit: def run() file: tcav/tcav.py start line: 0 end line: 0 size: 23 LOC McCabe index: 7 number of parameters: 5 id: 18 unit: def make_concepts_targets_and_randoms() file: tcav/tcav_examples/image_models/imagenet/download_and_make_datasets.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 3 id: 19 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 4 id: 20 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 4 id: 21 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 4 id: 22 unit: def load_image_from_file() file: tcav/activation_generator.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 3 id: 23 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 19 LOC McCabe index: 1 number of parameters: 7 id: 24 unit: def import_graph() file: tcav/model.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 4 id: 25 unit: def __init__() file: tcav/run_params.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 9 id: 26 unit: def train() file: tcav/cav.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 2 id: 27 unit: def train_and_save_model() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 2 id: 28 unit: def _train_lm() file: tcav/cav.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 5 id: 29 unit: def download_image() file: tcav/tcav_examples/image_models/imagenet/imagenet_and_broden_fetcher.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 30 unit: def result_to_proto() file: tcav/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 31 unit: def _create_cav_training_set() file: tcav/cav.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 3 id: 32 unit: def _save_cavs() file: tcav/cav.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 1 id: 33 unit: def fetch_all_urls_for_concept() file: tcav/tcav_examples/image_models/imagenet/imagenet_and_broden_fetcher.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 2 id: 34 unit: def load_data() file: tcav/tcav_examples/discrete/kdd99_activation_generator.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 35 unit: def get_params() file: tcav/tcav.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 1 id: 36 unit: def __init__() file: tcav/tcav_examples/discrete/kdd99_model_wrapper.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 4 id: 37 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 3 id: 38 unit: def _find_ends_and_bottleneck_tensors() file: tcav/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 2 id: 39 unit: def create_input() file: tcav/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 2 id: 40 unit: def get_directional_dir() file: tcav/tcav.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 6 id: 41 unit: def __init__() file: tcav/activation_generator.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 6 id: 42 unit: def get_bottleneck_tensors_mobilenet() file: tcav/model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 1 id: 43 unit: def create_session() file: tcav/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 44 unit: def encode_variables() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 45 unit: def get_bottleneck_tensors() file: tcav/model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 46 unit: def get_examples_for_concept() file: tcav/activation_generator.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 47 unit: def load_cav() file: tcav/cav.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 48 unit: def create_categorical_map() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 49 unit: def get_bottleneck_tensors() file: tcav/model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 50 unit: def process_what_to_run_concepts() file: tcav/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 1 id: 51 unit: def process_what_to_run_randoms() file: tcav/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 52 unit: def check_cav_exists() file: tcav/cav.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 53 unit: def get_key() file: tcav/run_params.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 54 unit: def prepare_dataset() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 55 unit: def _convert_types() file: tcav/tcav_examples/discrete/kdd99_activation_generator.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 56 unit: def _make_gradient_tensors() file: tcav/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 57 unit: def get_gradient() file: tcav/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 58 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 59 unit: def import_keras_model() file: tcav/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 60 unit: def results_to_proto() file: tcav/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 61 unit: def __init__() file: tcav/cav.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 62 unit: def get_direction_dir_sign() file: tcav/tcav.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 6 id: 63 unit: def encoding_function() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 64 unit: def encode_labels() file: tcav/tcav_examples/discrete/kdd99_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 65 unit: def __init__() file: tcav/tcav_examples/discrete/kdd99_activation_generator.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 66 unit: def make_imagenet_dataframe() file: tcav/tcav_examples/image_models/imagenet/imagenet_and_broden_fetcher.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 67 unit: def __init__() file: tcav/activation_generator.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 68 unit: def __init__() file: tcav/activation_generator.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 69 unit: def get_examples_for_concept() file: tcav/activation_generator.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 70 unit: def perturb_act() file: tcav/cav.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 71 unit: def transform_data() file: tcav/tcav_examples/discrete/kdd99_activation_generator.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 72 unit: def get_predictions() file: tcav/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 73 unit: def label_to_id() file: tcav/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 74 unit: def run_examples() file: tcav/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 75 unit: def __init__() file: tcav/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 76 unit: def get_inputs_and_outputs_and_ends() file: tcav/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 77 unit: def get_activations_for_concept() file: tcav/activation_generator.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 78 unit: def get_activations_for_examples() file: tcav/activation_generator.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 79 unit: def make_dir_if_not_exists() file: tcav/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 80 unit: def cav_key() file: tcav/cav.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 4 id: 81 unit: def get_key() file: tcav/cav.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 82 unit: def adjust_prediction() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 83 unit: def reshape_activations() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 84 unit: def id_to_label() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 85 unit: def get_image_shape() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 86 unit: def id_to_label() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 87 unit: def label_to_id() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 88 unit: def adjust_prediction() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 89 unit: def id_to_label() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 90 unit: def label_to_id() file: tcav/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 91 unit: def process_and_load_activations() file: tcav/activation_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 92 unit: def get_model() file: tcav/activation_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 93 unit: def get_model() file: tcav/activation_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 94 unit: def get_examples_for_concept() file: tcav/activation_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 95 unit: def load_data() file: tcav/activation_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 96 unit: def transform_data() file: tcav/activation_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 97 unit: def flatten() file: tcav/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 1 id: 98 unit: def default_hparams() file: tcav/cav.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 99 unit: def get_direction() file: tcav/cav.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2