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facebookresearch / self_defeating_improvements

Code implementing the experiments of "Fixes That Fail Self-Defeating Improvements in Machine-Learning Systems".

Summary


		Main Code: 520 LOC (7 files) = PY (100%) Secondary code: Test: 0 LOC (0); Generated: 0 LOC (0); Build & Deploy: 35 LOC (5); Other: 50,697 LOC (9);
		Duplication: 4%
		File Size: 0% long (>1000 LOC), 35% short (<= 200 LOC)
		Unit Size: 30% long (>100 LOC), 43% short (<= 10 LOC)
		Conditional Complexity: 30% complex (McCabe index > 50), 64% simple (McCabe index <= 5)
		Logical Component Decomposition: primary (3 components)
		Goals: Keep the system simple and easy to change (4)