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Scissors - Aida R. #54

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@adia-9 adia-9 commented Jan 28, 2022

Hash Table Practice

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Comprehension Questions

Question Answer
Why is a good Hash Function Important?
How can you judge if a hash function is good or not?
Is there a perfect hash function? If so what is it?
Describe a strategy to handle collisions in a hash table
Describe a situation where a hash table wouldn't be as useful as a binary search tree
What is one thing that is more clear to you on hash tables now

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Nice work Aida, you hit the learning goals here. Well done. I left some minor comments, let me know what questions you have.

Comment on lines 2 to 7
def grouped_anagrams(strings):
""" This method will return an array of arrays.
Each subarray will have strings which are anagrams of each other
Time Complexity: ?
Space Complexity: ?
Time Complexity: O(n)
Space Complexity: O(n)
"""

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👍 , Time/space are correct if the words are limited in length (like English words) Otherwise it would be O(n * m log m) where m is the length of each word.

Comment on lines 24 to 29
def top_k_frequent_elements(nums, k):
""" This method will return the k most common elements
In the case of a tie it will select the first occuring element.
Time Complexity: ?
Space Complexity: ?
Space Complexity: O(n)
"""

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👍 Because of the loop in lines 40-43, the time complexity is O(nk) because you have a loop going k times and each time finding the max element from the frequency map.

highest_value = max(freq_map, key=freq_map.get)
result.append(highest_value)
freq_map.pop(highest_value)
return result


def valid_sudoku(table):

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⚠️ Not quite working as the board dictionary is not reset when checking the columns or subgrids.

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