net.as

Convert a network in weighted adjacency matrix, edge list, or igraph to a weighted adjacency matrix, edge list, or igraph format.

Network sparsification with a variety of novel and known network sparsification
techniques. All network sparsification techniques reduce the number of edges, not the number
of nodes. Network sparsification is sometimes referred to as network dimensionality reduction.
This package is based on the work of Spielman, D., Srivastava, N. (2009)<arXiv:0803.0929>.
Koutis I., Levin, A., Peng, R. (2013)<arXiv:1209.5821>. Toivonen, H., Mahler, S., Zhou, F.
(2010)<doi:10.1007>. Foti, N., Hughes, J., Rockmore, D. (2011)<doi:10.1371>.

Alexander Mercier

simplifyNet

Network Sparsification

Andrew Kramer

Shubhankar Tripathi

Tomlin Pulliam

John Drake

net.as function

<dl><dt>network</dt>
<dd>Weighted adjacency matrix, weighted <code>igraph</code> network, or edge list formatted | n1 | n2 | weight | with colnames <code>c("n1", "n2", "weight")</code>.</dd>
<dt>net.to</dt>
<dd>Specifics to what format the imputed network is to be converted: 
(1) 'E_List' convert to an edge list of the format | n1 | n2 | weight | with colnames <code>c("n1", "n2", "weight")</code>. 
(2) 'Adj' convert to a weighted adjacency matrix. 
(3) 'igraph' convert to a weighted igraph object.</dd>
<dt>directed</dt>
<dd>If <code>TRUE</code>, specifies that the inputted network is directed. Default is <code>FALSE</code>.</dd></dl>

Arguments

Author

Network format converter — net.as

<dl>

<dt>network</dt>
<dd>Weighted adjacency matrix, weighted <code>igraph</code> network, or edge list formatted | n1 | n2 | weight | with colnames <code>c("n1", "n2", "weight")</code>.</dd>


<dt>net.to</dt>
<dd>Specifics to what format the imputed network is to be converted: 
(1) 'E_List' convert to an edge list of the format | n1 | n2 | weight | with colnames <code>c("n1", "n2", "weight")</code>. 
(2) 'Adj' convert to a weighted adjacency matrix. 
(3) 'igraph' convert to a weighted igraph object.</dd>


<dt>directed</dt>
<dd>If <code>TRUE</code>, specifies that the inputted network is directed. Default is <code>FALSE</code>.</dd>

</dl>

net.as: Network format converter

Description

Usage

Value

Arguments

Author