4/5/2024 0 Comments Types of algorithms in pythonAccording to them, groups of nodes in a network are tightly connected within communities and loosely connected between communities. Newman have proposed one of the most widely adopted community detection algorithms, the Girvan-Newman algorithm. Community detection algorithms are used to find such groups of densely connected components in various networks. Groups of densely connected nodes are easy to spot visually, but more sophisticated methods are needed to perform these tasks programmatically. While humans are very good at detecting distinct or repetitive patterns among a few components, the nature of large interconnected networks makes it practically impossible to perform such basic tasks manually.
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