NumPy has log, log2, and log10 methods which can perform vectorized log base e / 2 / 10 (respectively). However, for doing the inverse operation (exponentiation), I only see exp. Why is there no exp2 / exp10 / etc? I've tried using np.power(10, nums), but it won't let me raise to a negative power. 10 ** nums does not work either. Continue reading...