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                                            Matt McKay

MAINT: update @jit(nopython=True) to @jit with numba>=0.59

@kp992 I don't fully understand your comments. > We are using GPU which calls cuda.jit internally in numba and the docs are just talking about CPU options. This PR is...

MAINT: update @jit(nopython=True) to @jit with numba>=0.59

@kp992 there are still large differences:

MAINT: update @jit(nopython=True) to @jit with numba>=0.59

- [x] recheck results with latest anaconda environments to see if issue persists.

MAINT: update @jit(nopython=True) to @jit with numba>=0.59

@kp992 and @HumphreyYang it looks like many of the large differences have resolved in the latest run and versions of `numba`.

[ak2] Editorial Suggestions

Thanks @Jiarui-ZH for these notes. Sometimes it can be efficient to work on this while it is fresh. Would you be able to work on this today?