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simplifyNet: Network Sparsification
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>.
Getting started
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Package details |
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| Author | Andrew Kramer [aut], Alexander Mercier [aut, cre, trl], Shubhankar Tripathi [ctb], Tomlin Pulliam [ctb], John Drake [ctb] (<https://orcid.org/0000-0003-4646-1235>) |
| Maintainer | Alexander Mercier <amercier@g.harvard.edu> |
| License | GPL (>= 3) |
| Version | 0.0.1 |
| Package repository | View on CRAN |
| Installation |
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