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---
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title: '1. Two Sum'
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description: You are given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target
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sidebar:
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label: 'Two Sum'
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badge: 'Easy'
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---
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<Badge variant="accent">Array</Badge>
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::::warning
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Can you come up with an algorithm that is less than O(n^2) time complexity?
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::::
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### Example 1:
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- Input: `nums = [2,7,11,15], target = 9`
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- Output: `[0,1]`
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- Explanation: Because `nums[0] + nums[1]` == `9`, we return [0, 1].
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### Example 2:
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- Input: `nums = [3,2,4], target = 6`
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- Output: `[1,2]`
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### Example 3:
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- Input: `nums = [3,3], target = 6`
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- Output: `[0,1]`
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### Constraints:
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- `2 <= nums.length <= 10^4`
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- `-10^9 <= nums[i] <= 10^9`
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- `-10^9 <= target <= 10^9`
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- Only one valid answer exists.
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## Approach
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```mermaid
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flowchart TD
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S(["twoSum(nums, target)"]) --> I["seen = {} — value to index"]
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I --> L{"more (i, num) in nums?"}
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L -- no --> E(["return []"])
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L -- yes --> C["complement = target - num"]
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C --> H{"complement in seen?"}
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H -- yes --> R(["return [seen[complement], i]"])
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H -- no --> W["seen[num] = i"]
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W --> L
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```
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## Solution
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```py
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class Solution:
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def twoSum(self, nums: List[int], target: int) -> List[int]:
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seen = {}
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for i, num in enumerate(nums):
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complement = target - num
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if complement in seen:
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return [seen[complement], i]
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seen[num] = i
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return []
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```
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## Explanation
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<YouTube id="KLlXCFG5TnA" title="Two Sum - Leetcode 1 - HashMap - Python" />
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