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Work in progress but almost done.

Relevant issues/PRs:

Fixed #390

Changes how keyword arguments are handled by this function since we now
need one set for the padding and one for the filter.
They are failing but I don't know why yet
We have a better test now against a synthetic and this test didn't work
very well before, since it required removing a mean from the Oasis
result for some unspecified reason.
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Put padding inside the transformation function

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