lesson on hashing
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# Hashing
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Some things to deal with in hashing:
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* collisions
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* deterministic behavior
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* speed
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# Collisions
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## Chaining Buckets
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Say a list where each item in the list is a really a sub-list.
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Each item in those sub-lists are the actual data we are trying to store
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# Radix Sort
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Given a set `s` we can of length `n` we can insert each item `i` into a set where we use chaining to handle collisions.
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Insertion strategy: pull smallest digit from `i` to select the bucket, increasing the digit from each number for each iteration.
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Time complexity: O(nk)
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Space Complexity: O(n)
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The problem with radix is really that we can only sort integers
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There is also the notion of chaining which isn't to great for sets of data where there is _going_ to be tons of collision.
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