Problem Statement
Find two numbers that sum to target using O(1) lookup.
Approach
Store complements in map. Check if complement exists.
Time & Space Complexity
Time O(n), Space O(n).

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Efficient two sum using hash map.
Find two numbers that sum to target using O(1) lookup.
Store complements in map. Check if complement exists.
Time O(n), Space O(n).
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