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np.log is ln, whereas np.log10 is your standard base 10 log.
np.log
ln
np.log10
Relevant documentation:
http://docs.scipy.org/doc/numpy/reference/generated/numpy.log.html
http://docs.scipy.org/doc/numpy/reference/generated/numpy.log10.html