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Working with Graphs in SciPy

  • Graphs are essential structures in various computational fields, including computer science, data analysis, and network theory.
  • SciPy provides tools to work with graphs through its scipy.sparse module.
  • Sparse matrices are often used to represent graphs, especially when most possible edges between nodes are absent.
  • A graph can be represented by an adjacency matrix, where each non-zero value represents an edge between two nodes.

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