id: 1
unit: def train_sim_model()
file: src/similarity/siamese.py
start line: 0
end line: 0
size: 52 LOC
McCabe index: 7
number of parameters: 5

id: 2
unit: def train_sim_model()
file: src/similarity/siamese2.py
start line: 0
end line: 0
size: 52 LOC
McCabe index: 7
number of parameters: 4

id: 3
unit: def get_training_tuple_tensors()
file: src/similarity/index.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 6
number of parameters: 2

id: 4
unit: def lambda_handler()
file: src/lambda/loader.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 1
number of parameters: 2

id: 5
unit: const format_response = function()
file: src/lambda/index.js
start line: 6
end line: 33
size: 23 LOC
McCabe index: 2
number of parameters: 1

id: 6
unit: def __init__()
file: src/similarity/index.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 6
number of parameters: 2

id: 7
unit: def build_model()
file: src/similarity/cnn.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 8
number of parameters: 3

id: 8
unit: def test_model()
file: src/similarity/siamese.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 2

id: 9
unit: def predict_fn()
file: src/similarity/batch.py
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end line: 0
size: 15 LOC
McCabe index: 2
number of parameters: 2

id: 10
unit: def predict_fn()
file: src/similarity/inference.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 2
number of parameters: 2

id: 11
unit: def input_fn()
file: src/similarity/batch.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 2

id: 12
unit: def model_fn()
file: src/similarity/batch.py
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end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 1

id: 13
unit: def model_fn()
file: src/similarity/inference.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 1

id: 14
unit: def __getitem__()
file: src/similarity/siamese.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 15
unit: def list_files()
file: src/similarity/siamese.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 16
unit: def list_files()
file: src/similarity/siamese2.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 17
unit: def output_fn()
file: src/similarity/batch.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 18
unit: def save()
file: src/similarity/index.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 19
unit: def load()
file: src/similarity/index.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 20
unit: def contrastive_loss()
file: src/similarity/siamese.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 21
unit: def contrastive_loss()
file: src/similarity/siamese2.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 22
unit: def output_fn()
file: src/similarity/inference.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 23
unit: def __init__()
file: src/similarity/siamese.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 24
unit: def fromfile()
file: src/similarity/index.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 25
unit: def getImageTensor()
file: src/similarity/index.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 26
unit: def forward()
file: src/similarity/cnn.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 27
unit: def get_rand_id()
file: src/similarity/index.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 28
unit: def get_categoryid()
file: src/similarity/index.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 29
unit: def get_categorization()
file: src/similarity/index.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 30
unit: def __init__()
file: src/similarity/index.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 31
unit: def exp_manhattan_distance()
file: src/similarity/cnn.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 32
unit: def exp_euclidian_distance()
file: src/similarity/cnn.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 33
unit: def __init__()
file: src/similarity/cnn.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 34
unit: def __len__()
file: src/similarity/siamese.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 35
unit: def get()
file: src/similarity/index.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 36
unit: def count()
file: src/similarity/index.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 37
unit: def get_tuplesize_amplification()
file: src/similarity/index.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 38
unit: def __len__()
file: src/similarity/index.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 39
unit: def amplified_size()
file: src/similarity/index.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 40
unit: def __getitem__()
file: src/similarity/index.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 41
unit: def inv_cosine_similarity()
file: src/similarity/cnn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 42
unit: def parameters()
file: src/similarity/cnn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1