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To Resolve #84
This PR is to introduce exogenous rates. Currently 3 features in mind
Currently we set a
user_connectivity
score as a node attribute on the user nodes of the network. This is either 1 for all users (in the homogeneous case) or between [0,1) in the heterogeneous case. The score for auser
is given by({total_user_edges} - {user_edges_that_are_users}) / {total_user_edges}
Here, a score of
0
represents a node whose neighbors are completely contained within theuser_base
. and scores near1
represent a node with many connections not within the user base.This score is used to prefactor a (learned)
exogenous_transmission_rate
to produce the exogenous rate in the master equations, we call thiseta
.eta = connectivity_score * exogenous_transmission_rate