Derivatives interface #45
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Creating a PR because #38 was accidentally merged. I just made a few changes to the derivatives computation but it seems to work now even in the problem #38 (comment) where @bamos had issues. The CI tests failing seem unrelated. I will try to switch to github actions to fix them.