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enh: cythonize downsample_grid (~10x speed-up) #947

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Run time

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Job	Run time
build (3.8, macos-latest, none)	3m 17s
build (3.8, ubuntu-latest, none)	1m 25s
build (3.8, windows-latest, none)	3m 6s
build (3.11, macos-latest, all)	16m 27s
build (3.11, macos-latest, dcor-s3)	7m 54s
build (3.11, macos-latest, none)	3m 35s
build (3.11, ubuntu-latest, all)	10m 39s
build (3.11, ubuntu-latest, dcor-s3)	5m 52s
build (3.11, ubuntu-latest, none)	1m 22s
build (3.11, windows-latest, all)	12m 43s
build (3.11, windows-latest, dcor-s3)	6m 55s
build (3.11, windows-latest, none)	3m 9s
	1h 16m 24s