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X-Learner: Use the same sample splits in all base models. #562

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Job	Run time
Check notebooks mypy	38s
Pre-commit Checks	38s
Unit Tests (ubuntu-latest, py310)	11m 42s
Unit Tests (ubuntu-latest, py311)	12m 0s
Unit Tests (ubuntu-latest, py312)	13m 6s
Unit Tests (macos-latest, py310)	10m 15s
Unit Tests (macos-latest, py311)	9m 53s
Unit Tests (macos-latest, py312)	11m 49s
Unit Tests (windows-latest, py310)	15m 12s
Unit Tests (windows-latest, py311)	15m 2s
Unit Tests (windows-latest, py312)	17m 10s
	1h 57m 25s