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Revert "let fit also return residuals, remove bounds and delete predi… #37

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Job	Run time
py3.9 ubuntu-latest	1m 35s
py3.11 ubuntu-latest	1m 31s
py3.12 ubuntu-latest	1m 57s
py3.9 ubuntu-latest min-all-deps	4m 14s
py3.12 macos-latest	3m 7s
py3.12 windows-latest	3m 55s
	16m 19s