Add Interpolation tutorial v4 #1843

Job	Run time
cache-pixi-lock / Generate output	14s
Unit tests: ubuntu \| pixi run -e test-py311 tests	5m 10s
Unit tests: ubuntu \| pixi run -e test-latest tests	5m 20s
Unit tests: windows \| pixi run -e test-latest tests	11m 1s
Unit tests: ubuntu \| pixi run -e test-minimum tests	5m 13s
Unit tests: ubuntu \| pixi run -e test-py313 tests	5m 16s
Integration: ${{ matrix.os }} \| pixi run -e ${{ matrix.pixi-environment }} tests-notebooks	0s
TypeChecking: pixi run typing	0s
merge-test-artifacts	1s
	32m 15s

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