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  • The student's solution for the PaintHouse problem is well-implemented and efficient. The use of a bottom-up dynamic programming approach is appropriate and correctly solves the problem.
  • The comments provided are helpful in understanding the approach, which is a good practice.
  • The time and space complexity analysis is accurate, and the solution performs better than the reference solution in terms of time complexity.
  • One minor improvement could be to use a 1D array for memoization instead of a 2D array to optimize space further, but this is not necessary for the problem's constraints.

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