Adding Sugarscape IG - polars with numba vectorized loop #222

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Job	Run time
build (windows, 3.12)	2m 29s
build (ubuntu, 3.12)	50s
build (macos, 3.12)	32s
build (ubuntu, 3.11)	38s
build (ubuntu, 3.10)	44s
	5m 13s