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Fixes Issue #1308

This PR fixes the AttributeError: 'NQueensProblem' object has no attribute 'graph' in search.ipynb. The issue occurs because tree_depth_search_for_vis expects a graph attribute, which NQueensProblem does not have.

Changes Made:

  • Updated tree_depth_search_for_vis and tree_breadth_search_for_vis to handle problems without a graph attribute.
  • Fixed tuple unpacking for depth_first_tree_search(nqp) and breadth_first_tree_search(nqp) to correctly access .solution().
  • Replaced deprecated np.float with float in plot_NQueens.

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