microsoft / Deep3DFaceReconstruction
Conditional Complexity

The distribution of complexity of units (measured with McCabe index).

Intro
  • Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
  • Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
  • Conditional complexity is measured at the unit level (methods, functions...).
  • Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).
Learn more...
Conditional Complexity Overall
  • There are 62 units with 986 lines of code in units (89.5% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 1 medium complex units (19 lines of code)
    • 4 simple units (56 lines of code)
    • 57 very simple units (911 lines of code)
0% | 0% | 1% | 5% | 92%
Legend:
51+
26-50
11-25
6-10
1-5
Alternative Visuals
Conditional Complexity per Extension
51+
26-50
11-25
6-10
1-5
py0% | 0% | 1% | 5% | 92%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT0% | 0% | 1% | 5% | 92%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
19 12 1
def __init__()
in face_decoder.py
 13 7 2
8 6 2
def Reconstruction_Block()
in face_decoder.py
 25 6 3
def backward()
in reconstruction_model.py
 10 6 2
def load_dataset()
in data_loader.py
 29 5 2
def demo()
in demo.py
 57 5 0
def Render_block()
in face_decoder.py
 62 5 9
46 5 0
def Compute_norm()
in face_decoder.py
 17 4 3
def inference()
in inception_resnet_v1.py
 15 3 6
5 3 2
def __init__()
in options.py
 41 3 3
def align_img()
in preprocess_img.py
 8 3 3
13 3 2
37 2 2
def Projection_block()
in face_decoder.py
 13 2 4
def Rigid_transform_block()
in face_decoder.py
 4 2 4
def block35()
in inception_resnet_v1.py
 18 2 5
def block17()
in inception_resnet_v1.py
 17 2 5