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parameters: 2 id: 15 unit: def spec_to_image() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 3 id: 16 unit: def __init__() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 17 unit: def prepare_model() file: 01-byoc/code/workflow.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 18 unit: def lambda_handler() file: 01-byoc/invoke_endpoint/lambda_function.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 19 unit: def create_endpoint_config() file: 02-increment-train/deploy_model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 20 unit: def get_folder_name() file: 01-byoc/code/workflow.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 21 unit: def get_latest_model_path() file: 03-lambda-api/process_a2i_results/model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 22 unit: def forward() file: 01-byoc/code/models.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 23 unit: def get_optim_scheduler() file: 01-byoc/code/workflow.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 24 unit: def update_endpoint() file: 02-increment-train/deploy_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 25 unit: def convert_a2i_to_augmented_manifest() file: 03-lambda-api/process_a2i_results/prepare_data.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 26 unit: def split_validation() file: 01-byoc/code/dataloader.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 27 unit: def __getitem__() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 28 unit: def object_with_max_prob() file: 02-increment-train/invoke_endpoint_a2i/lambda_function.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 29 unit: def CrossEntropyLoss() file: 01-byoc/code/losses.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 30 unit: def wav_read() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 31 unit: def convert_to_spec() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 32 unit: def Adam() file: 01-byoc/code/ops.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 33 unit: def StepLR() file: 01-byoc/code/ops.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 34 unit: def roc_auc() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 35 unit: def accuracy() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 36 unit: def f1() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 37 unit: def precision() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 38 unit: def recall() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 39 unit: def cfm() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 40 unit: def classification_report() file: 01-byoc/code/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 8 id: 41 unit: def wav_read() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 42 unit: def get_shape() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 43 unit: def __len__() file: 01-byoc/code/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1