While using numba, axis=0
is acceptable parameters for np.sum()
, but not with np.diff()
. Why is this happening? I'm working with 2D, thus axis specification is needed.
@jit(nopython=True)
def jitsum(y):
np.sum(y, axis=0)
@jit(nopython=True)
def jitdiff(y): #this one will cause error
np.diff(y, axis=0)
Error: np_diff_impl() got an unexpected keyword argument 'axis'
A workaround in 2D will be:
@jit(nopython=True)
def jitdiff(y):
np.diff(y.T).T
np.diff
on a 2D array with n=1
, axis=1
is just
a[:, 1:] - a[:, :-1]
For axis=0
:
a[1:, :] - a[:-1, :]
I suspect that the lines above will compile just fine with numba.