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DOC: Update changelog sections #12233

@larsoner

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@larsoner

We should have na "Dependencies" section in the changelog to mention changes of dependencies. @larsoner WDYT?

Originally posted by @hoechenberger in #12218 (comment)

We've had our changelog section names for a long time, but I'm not sure if they're the best. I agree it would be nice to have a place where we mention stuff like the 3.8->3.9 bump, NumPy min changes, and EDFlib-Python -> edfio changes.

I think we should look at how NumPy, SciPy, matplotlib, sklearn, and pandas do things. They've often thought hard about this stuff and it would be nice to maintain consistency with the scientific Python ecosystem.

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