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)
- Version1.0
- R version≥ 4.1.0
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- Languageen-US
- Last release04/02/2024
Documentation
Team
Brian Gregor
Katia Bulekova
Reina Chau
Stefano Monti
Benoit Jacob
Show author detailsRolesCopyright holderGael Guennebaud
Show author detailsRolesCopyright holderJose Luis Blanco
Show author detailsRolesCopyright holderPranjal Kumar Rai
Show author detailsRolesCopyright holder
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- Depends1 package
- Suggests2 packages
- Reverse Imports1 package