Let’s say chapter 4 asks: “Write a Python function that computes the roots of a quadratic equation $ax^2+bx+c=0$ using the quadratic formula, but accounts for catastrophic cancellation when $4ac \ll b^2$.”

To avoid the temptation of simple copying, follow this 3-pass protocol:

: Consider using open-source textbooks or resources like GitHub repositories that host numerical method codes and examples. While not a solutions manual, they can provide practical insights.

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