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X-Learner: Use the same sample splits in all base models. #558

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Job	Run time
Pre-commit Checks	40s
Check notebooks mypy	39s
Unit Tests (ubuntu-latest, py310)	12m 22s
Unit Tests (ubuntu-latest, py311)	11m 52s
Unit Tests (ubuntu-latest, py312)	13m 42s
Unit Tests (macos-latest, py310)	8m 53s
Unit Tests (macos-latest, py311)	10m 21s
Unit Tests (macos-latest, py312)	11m 43s
Unit Tests (windows-latest, py310)	15m 22s
Unit Tests (windows-latest, py311)	14m 53s
Unit Tests (windows-latest, py312)	17m 23s
	1h 57m 50s