The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
knnmi: k-Nearest Neighbor Mutual Information Estimator
This is a 'C++' mutual information (MI) library based on the k-nearest
neighbor (KNN) algorithm. There are three functions provided for computing MI
for continuous values, mixed continuous and discrete values, and conditional MI
for continuous values. They are based on algorithms by A. Kraskov, et. al. (2004) <doi:10.1103/PhysRevE.69.066138>,
BC Ross (2014)<doi:10.1371/journal.pone.0087357>,
and A. Tsimpiris (2012) <doi:10.1016/j.eswa.2012.05.014>, respectively.
| Version: |
1.0 |
| Depends: |
R (≥ 4.1.0) |
| Suggests: |
spelling, testthat (≥ 3.0.0) |
| Published: |
2024-04-02 |
| Author: |
Brian Gregor 
[aut, cre],
Katia Bulekova
[aut],
Reina Chau [aut],
Stefano Monti
[aut],
Benoit Jacob [cph] (Author of included Eigen library),
Gael Guennebaud [cph] (Author of included Eigen library),
Jose Luis Blanco [cph] (Author of included nanoflann library),
Pranjal Kumar Rai [cph] (Author of included nanoflann library) |
| Maintainer: |
Brian Gregor <bgregor at bu.edu> |
| License: |
GPL (≥ 3) |
| NeedsCompilation: |
yes |
| Language: |
en-US |
| Materials: |
README |
| CRAN checks: |
knnmi results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=knnmi
to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.