package lib

Various analytics functions for graphs.

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  1. object Analytics extends Logging

    Driver program for running graph algorithms.

  2. object ConnectedComponents

    Connected components algorithm.

  3. object LabelPropagation

    Label Propagation algorithm.

  4. object PageRank extends Logging

    PageRank algorithm implementation.

  5. object SVDPlusPlus

    Implementation of SVD++ algorithm.

  6. object ShortestPaths

    Computes shortest paths to the given set of landmark vertices, returning a graph where each vertex attribute is a map containing the shortest-path distance to each reachable landmark.

  7. object StronglyConnectedComponents

    Strongly connected components algorithm implementation.

  8. object TriangleCount

    Compute the number of triangles passing through each vertex.

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