Numba

A JIT compiler that turns numeric Python loops into fast machine code with one decorator.

Intermediate

from numba import njit
@njit
def energy(v, i, dt):
    total = 0.0
    for k in range(len(v)): total += v[k] * i[k] * dt
    return total

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