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graph algorithm

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Model Perspective

Jun 16, 2022 · Fundamentals

Solve the Village Water Pipe Layout with NetworkX Minimum Spanning Tree

This guide demonstrates how to model a ten‑village water‑pipe network as a weighted graph, import the distance matrix into pandas, construct the graph with NetworkX, compute its minimum spanning tree to obtain the shortest connecting pipeline, and visualize the result.

NetworkXPythondata-visualization

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Solve the Village Water Pipe Layout with NetworkX Minimum Spanning Tree

360 Tech Engineering

May 30, 2019 · Artificial Intelligence

Louvain Algorithm: Theory, Design, and Implementation

The article explains the Louvain community‑detection algorithm, detailing its modularity‑maximizing objective, two‑step iterative process, efficient graph data structures, practical implementation considerations, and performance results on large‑scale graphs, providing a comprehensive guide for practitioners.

C ImplementationLouvainbig data

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Louvain Algorithm: Theory, Design, and Implementation