pathpyG icon indicating copy to clipboard operation
pathpyG copied to clipboard

Model selection

Open VinsRR opened this issue 1 year ago • 0 comments

This branch proposes the following modifications:

  • Implementation of model selection for MultiOrderModel (for walk data only)
  • tests for the modules related to model selection in MultiOrderModel
  • functions compute_weighted_outdegree and compute_transition_probabilities (necessary to perform model selection. These functions are located in MultiOrderModel.py
  • fixing weights for higher-order networks (thus making the branch fix-hon-weights obsolete) #157

The modifications in this branch also relate to the following topics:

  • Edge weight representation #155 -- workarounds have been developed to relate edge frequencies to path frequencies (as, currently, path frequencies are saved into edge frequencies). See all the frequencies variables in MultiOrderModel
  • Zeroth order layer: workarounds have been developed to perform the model selection without needing the zeroth order in MultiOrderModel. The question remains whether we want to implement one or not #172

VinsRR avatar Apr 24 '24 16:04 VinsRR