5 Best Ways to Find the Length of the Longest Substring with Character Count of At Least K in Python

πŸ’‘ Problem Formulation: The task is to identify the longest substring within a given string where each character appears at least k times. For example, given the input string “aabbcc” and k = 2, the longest valid substring would be “aabbcc” itself since all characters meet the frequency criteria. However, for k = 3, the … Read more

5 Best Ways to Calculate Nested List Weighted Sum II in Python

πŸ’‘ Problem Formulation: Calculating the nested list weighted sum, known as Nested List Weighted Sum II, involves a specific pattern where each element’s value is multiplied by its distance from the bottom-most list. Given a nested list like [[1,1],2,[1,1]], the desired output for the given structure would be 8, since the bottom-most integers’ weight is … Read more

5 Best Ways to Find the Area of the Largest Island in a Matrix in Python

Method 1: Depth-First Search (DFS) through Recursion The Depth-First Search algorithm explores as far as possible along each path before backtracking, which is perfect for finding connected land. In Python, we can implement this using a recursive function that marks visited cells to avoid infinite loops. Here’s an example: Output: This snippet defines a function … Read more