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)<doi:10.48550/arXiv.0803.0929>.
Koutis I., Levin, A., Peng, R. (2013)<doi:10.48550/arXiv.1209.5821>. Toivonen, H., Mahler, S., Zhou, F.
(2010)<doi:10.1007>. Foti, N., Hughes, J., Rockmore, D. (2011)<doi:10.1371>.
| Version: |
0.0.1 |
| Depends: |
R (≥ 3.4) |
| Imports: |
igraph (≥ 1.3.1), sanic (≥ 0.0.1), Matrix (≥ 1.2-18), methods (≥ 4.0.2), stats (≥ 4.0.2), dplyr (≥ 1.0.9) |
| Published: |
2022-11-15 |
| Author: |
Andrew Kramer [aut],
Alexander Mercier [aut, cre, trl],
Shubhankar Tripathi [ctb],
Tomlin Pulliam [ctb],
John Drake  [ctb] |
| Maintainer: |
Alexander Mercier <amercier at g.harvard.edu> |
| License: |
GPL (≥ 3) |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README |
| CRAN checks: |
simplifyNet results |
Documentation:
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