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AlgoTune SciPy speed-ups

Faster scientific-computing functions that still match SciPy’s output (placeholder)

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Start nufft-lombscargle

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	1	+---
	2	+issue: 2
	3	+status: working
	4	+tags: search
	5	+---
	6	+# nufft-lombscargle
	7	+
	8	+A non-uniform FFT for the periodogram: O(n log n) instead of O(n²).
	9	+
	10	+## What happened
	11	+
	12	+- Started.
	13	+
	14	+## Next
	15	+
	16	+Batch the small least-squares solves.