anthropics/uplifting-biomolecular-modeling
Unit Complexity*
The distribution of complexity of units (measured with McCabe index).
Conditional Complexity Overall
  • There are 37,258 units with 432,629 lines of code in units (59.6% of code).
    • 76 very complex units (12,597 lines of code)
    • 387 complex units (28,492 lines of code)
    • 2,572 medium complex units (89,674 lines of code)
    • 5,083 simple units (96,057 lines of code)
    • 29,140 very simple units (205,809 lines of code)
2% | 6% | 20% | 22% | 47%
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
py2% | 6% | 20% | 22% | 47%
cc2% | 9% | 40% | 15% | 31%
cpp0% | 0% | 0% | 42% | 57%
h0% | 0% | 0% | 8% | 91%
pyi0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
common4% | 9% | 25% | 22% | 37%
protenix_v23% | 6% | 22% | 19% | 47%
opendde2% | 5% | 16% | 21% | 53%
proteinmpnn18% | 8% | 20% | 19% | 33%
boltz24% | 4% | 22% | 25% | 43%
ef2inv10% | 5% | 20% | 22% | 40%
atlasfold4% | 1% | 17% | 19% | 58%
openfold31% | 5% | 17% | 21% | 53%
openfold3_ob01% | 6% | 15% | 22% | 53%
protenix_v14% | 9% | 26% | 26% | 32%
chrombpnet8% | 6% | 21% | 23% | 40%
flashzoi9% | 1% | 23% | 18% | 46%
rosettafold33% | 3% | 27% | 24% | 41%
af3_torch3% | 2% | 18% | 21% | 54%
af3_jax1% | 5% | 18% | 17% | 56%
genie35% | 9% | 18% | 19% | 46%
colabfold3% | 9% | 20% | 24% | 41%
af2ig2% | 3% | 19% | 24% | 49%
esmfold2<1% | 8% | 23% | 22% | 45%
colabdesign1% | 8% | 19% | 26% | 43%
esmc1% | 13% | 16% | 25% | 43%
enformer_deepmind3% | 9% | 25% | 24% | 38%
evo2<1% | 2% | 19% | 24% | 52%
pxdesign0% | 5% | 13% | 19% | 61%
boltzgen0% | 14% | 21% | 16% | 46%
chai10% | 6% | 20% | 19% | 53%
mosaic0% | 5% | 13% | 21% | 59%
borzoi0% | 18% | 25% | 26% | 29%
rfdiffusion10% | 5% | 23% | 25% | 46%
rfdiffusion30% | 4% | 23% | 26% | 45%
e10% | 3% | 16% | 22% | 57%
progen20% | 3% | 20% | 27% | 47%
caliby0% | 2% | 9% | 15% | 72%
gpnstar0% | 2% | 33% | 29% | 34%
complexa0% | 1% | 34% | 24% | 39%
enformer0% | 0% | 25% | 21% | 53%
esm_if10% | 0% | 21% | 27% | 51%
Most Complex Units
Top 50 most complex units
Unit# linesMcCabe index# params
476 301 8
432 285 2
426 266 14
318 241 3
152 184 4
305 162 1
262 144 5
141 133 23
155 124 19
374 107 8
154 104 2
105 102 16
171 98 16
204 98 0
368 98 1
101 91 19
236 90 0
99 89 2
108 89 22
166 84 0
306 84 1
135 80 22
185 76 23
229 76 0
94 75 11
103 73 11
91 73 18
94 73 11
100 72 9
244 72 11
161 71 2
92 70 3
100 70 16
339 70 15
192 69 1
54 68 12
33 67 4
82 66 2
66 65 1
117 65 11
38 65 3
120 64 3
137 64 3
235 61 4
69 60 3
53 60 2
79 60 2
178 60 3
178 60 3
213 60 2
About This Analysis
  • 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).
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