VinsRR

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...

The MultiOrderModel implementation is constructed with layers starting from 1. The model selection is currently implemented with some workarounds to account for the frequencies and probabilities of transitions in zeroth...

solving unweighted hons issue

1

The higher-order networks were unweighted. This snippet: ``` dag_data = pp.DAGData(pp.IndexMap(list("01234"))) dag_data.append_walk(list("023"), weight=20) dag_data.append_walk(list("124"), weight=30) m = pp.MultiOrderModel.from_DAGs(dag_data, max_order=2) hon_1 = m.layers[1] hon_2 = m.layers[2] print(hon_1.data.edge_weight) print(hon_2.data.edge_weight) ``` Gives this:...

import and plotting fail for (some) netzschleuder dataset

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Some of the netzschleuder datasets cannot be imported; others can be imported but cannot be plotted. I'm putting both cases together because the plot likely fails because of something not...