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temporal-pagerank

Scripts and datasets used for experiments included in a paper:

Polina Rozenshtein and Aristides Gionis. "Temporal PageRank."

= experiments =

  • test_personalization.py tests convergence to static PageRank for different personalization vectors
  • test_beta.py tests dependency of rank quality on transition probability beta
  • test_distribution_shift_beta.py tests adaptation for change of sampling distribution
  • test_random_scans.py tests convergence to static PageRank with increasing number of random scans of edges

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