Code Quality Entropy Model
Stochastic quality simulation · Monte Carlo
Commit Parameters
Commits (C
n
)
500
n = 0 … C_n − 1
Commit Impact (C
i
)
0.05
scales ΔQ branches
Base Commits (C
b
)
300
ln(C_b + n + e)
Entropy Parameters
Base Entropy (E
b
)
0.05
E_p(n) = E_c · F · E_b
Intuition (I)
0.75
U = 1 + (1−I)(e−1)
Simulation
Samples
200
Monte Carlo runs
Quality over commits
Average Q
Min / Max band
Sample runs
—
Final Avg Q
—
Min Q
—
Max Q
—
Avg E_p(0)