id: 1 unit: def get_uci_model() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 77 LOC McCabe index: 9 number of parameters: 1 id: 2 unit: def build_min_diff_dataset() file: tensorflow_model_remediation/min_diff/keras/utils/input_utils.py start line: 0 end line: 0 size: 75 LOC McCabe index: 13 number of parameters: 2 id: 3 unit: def pack_min_diff_data() file: tensorflow_model_remediation/min_diff/keras/utils/input_utils.py start line: 0 end line: 0 size: 55 LOC McCabe index: 18 number of parameters: 4 id: 4 unit: def __init__() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 55 LOC McCabe index: 15 number of parameters: 6 id: 5 unit: def __call__() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 42 LOC McCabe index: 7 number of parameters: 4 id: 6 unit: def execute() file: tensorflow_model_remediation/tools/build_api_docs.py start line: 0 end line: 0 size: 37 LOC McCabe index: 7 number of parameters: 4 id: 7 unit: def _compute_single_min_diff_loss() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 35 LOC McCabe index: 4 number of parameters: 7 id: 8 unit: def _conform_weights_to_losses() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 34 LOC McCabe index: 20 number of parameters: 3 id: 9 unit: def _assert_same_min_diff_structure() file: tensorflow_model_remediation/min_diff/keras/utils/structure_utils.py start line: 0 end line: 0 size: 32 LOC McCabe index: 7 number of parameters: 2 id: 10 unit: def validate_min_diff_structure() file: tensorflow_model_remediation/min_diff/keras/utils/structure_utils.py start line: 0 end line: 0 size: 25 LOC McCabe index: 10 number of parameters: 3 id: 11 unit: def call() file: tensorflow_model_remediation/min_diff/losses/absolute_correlation_loss.py start line: 0 end line: 0 size: 25 LOC McCabe index: 1 number of parameters: 4 id: 12 unit: def get_config() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 21 LOC McCabe index: 9 number of parameters: 1 id: 13 unit: def _calculate_mean() file: tensorflow_model_remediation/min_diff/losses/mmd_loss.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 5 id: 14 unit: def create_keras_sequential_model() file: tensorflow_model_remediation/tools/tutorials_utils/min_diff_keras_utils.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 10 id: 15 unit: def _pack_min_diff_sequence_as() file: tensorflow_model_remediation/min_diff/keras/utils/structure_utils.py start line: 0 end line: 0 size: 18 LOC McCabe index: 6 number of parameters: 2 id: 16 unit: def __init__() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 6 id: 17 unit: def download_and_process_civil_comments_data() file: tensorflow_model_remediation/tools/tutorials_utils/min_diff_keras_utils.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 0 id: 18 unit: def get_uci_min_diff_datasets() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 4 id: 19 unit: def compute_min_diff_loss() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 4 id: 20 unit: def _get_kernel() file: tensorflow_model_remediation/min_diff/losses/kernels/kernel_utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 21 unit: def _get_loss() file: tensorflow_model_remediation/min_diff/losses/loss_utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 22 unit: def call() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 4 id: 23 unit: def _is_min_diff_element() file: tensorflow_model_remediation/min_diff/keras/utils/structure_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 6 number of parameters: 2 id: 24 unit: def _get_uci_data_from_url() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 25 unit: def _create_unique_metrics() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 26 unit: def get_config() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 27 unit: def _preprocess() file: tensorflow_model_remediation/min_diff/losses/mmd_loss.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 4 id: 28 unit: def call() file: tensorflow_model_remediation/min_diff/losses/mmd_loss.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 4 id: 29 unit: def __call__() file: tensorflow_model_remediation/min_diff/losses/kernels/base_kernel.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 30 unit: def df_to_dataset() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 31 unit: def _tensor_concat() file: tensorflow_model_remediation/min_diff/keras/utils/input_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 32 unit: def test_step() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 4 id: 33 unit: def _unique_metric_name() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 34 unit: def __init__() file: tensorflow_model_remediation/min_diff/losses/mmd_loss.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 4 id: 35 unit: def _call_original_model() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 7 number of parameters: 4 id: 36 unit: def _validate_transform() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 37 unit: def get_uci_data() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 38 unit: def get_uci_with_min_diff_dataset() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 39 unit: def _flatten_min_diff_structure() file: tensorflow_model_remediation/min_diff/keras/utils/structure_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 5 number of parameters: 2 id: 40 unit: def _deserialize_config() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 41 unit: def _serialize_config() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 42 unit: def _deserialize_config() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 43 unit: def _to_snake_case() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 44 unit: def from_config() file: tensorflow_model_remediation/min_diff/losses/mmd_loss.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 45 unit: def _get_full_uci_dataframe() file: tensorflow_model_remediation/tools/tutorials_utils/uci/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 46 unit: def _pack_as_original() file: tensorflow_model_remediation/min_diff/keras/utils/input_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 47 unit: def _preprocess_inputs() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 48 unit: def call() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 49 unit: def _register_kernel_names() file: tensorflow_model_remediation/min_diff/losses/kernels/kernel_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 50 unit: def _register_loss_names() file: tensorflow_model_remediation/min_diff/losses/loss_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 51 unit: def _get_safe_decorator() file: tensorflow_model_remediation/common/docs.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 52 unit: def unpack_original_inputs() file: tensorflow_model_remediation/min_diff/keras/utils/input_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 53 unit: def unpack_min_diff_data() file: tensorflow_model_remediation/min_diff/keras/utils/input_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 54 unit: def predictions_transform() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 55 unit: def get_config() file: tensorflow_model_remediation/min_diff/losses/kernels/gaussian_kernel.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 56 unit: def get_config() file: tensorflow_model_remediation/min_diff/losses/kernels/laplacian_kernel.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 57 unit: def compile() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 58 unit: def from_config() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 59 unit: def from_config() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 60 unit: def __init__() file: tensorflow_model_remediation/min_diff/losses/absolute_correlation_loss.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 61 unit: def __init__() file: tensorflow_model_remediation/min_diff/losses/kernels/gaussian_kernel.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 62 unit: def call() file: tensorflow_model_remediation/min_diff/losses/kernels/gaussian_kernel.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 63 unit: def __init__() file: tensorflow_model_remediation/min_diff/losses/kernels/laplacian_kernel.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 64 unit: def main() file: tensorflow_model_remediation/tools/build_api_docs.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 65 unit: def _create_embedding_layer() file: tensorflow_model_remediation/tools/tutorials_utils/min_diff_keras_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 66 unit: def original_model() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 67 unit: def unpack_original_inputs() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 68 unit: def unpack_min_diff_data() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 69 unit: def save() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 70 unit: def save_original_model() file: tensorflow_model_remediation/min_diff/keras/models/min_diff_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 71 unit: def _apply_kernels() file: tensorflow_model_remediation/min_diff/losses/base_loss.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 72 unit: def call() file: tensorflow_model_remediation/min_diff/losses/kernels/laplacian_kernel.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 73 unit: def __init__() file: tensorflow_model_remediation/min_diff/losses/kernels/base_kernel.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 74 unit: def call() file: tensorflow_model_remediation/min_diff/losses/kernels/base_kernel.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 75 unit: def get_config() file: tensorflow_model_remediation/min_diff/losses/kernels/base_kernel.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 76 unit: def from_config() file: tensorflow_model_remediation/min_diff/losses/kernels/base_kernel.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 77 unit: def _no_op_decorator() file: tensorflow_model_remediation/common/docs.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1