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X-Learner: Use the same sample splits in all base models. #557

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Job	Run time
Check notebooks mypy	39s
Pre-commit Checks	37s
Unit Tests (ubuntu-latest, py310)	11m 52s
Unit Tests (ubuntu-latest, py311)	12m 8s
Unit Tests (ubuntu-latest, py312)	12m 57s
Unit Tests (macos-latest, py310)	10m 9s
Unit Tests (macos-latest, py311)	13m 26s
Unit Tests (macos-latest, py312)	14m 38s
Unit Tests (windows-latest, py310)	14m 56s
Unit Tests (windows-latest, py311)	15m 50s
Unit Tests (windows-latest, py312)	17m 7s
	2h 4m 19s