DeepWalk

class mowl.walking.DeepWalk(num_walks, walk_length, alpha=0.0, outfile=None, workers=1, seed=0)

Bases: WalkingModel

Implementation of DeepWalk based on [perozzi2014].

Parameters:

alpha (float, optional) – Probability of restart, defaults to 0

Methods Summary

walk(edges[, nodes_of_interest])

Methods Documentation

walk(edges, nodes_of_interest=None)

Changed in version 0.1.0: The method now can accept a list of entities to focus on when generating the random walks.