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FNN (version 1.1.4)
Fast Nearest Neighbor Search Algorithms and Applications
Description
Cover-tree and kd-tree fast k-nearest neighbor search algorithms and related applications including KNN classification, regression and information measures are implemented.
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Version
Version
1.1.4
1.1.3.2
1.1.3.1
1.1.3
1.1.2.2
1.1.2.1
1.1.2
1.1
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Install
install.packages('FNN')
Monthly Downloads
85,349
Version
1.1.4
License
GPL (>= 2)
Maintainer
Shengqiao Li
Last Published
January 12th, 2024
Functions in FNN (1.1.4)
Search functions
get.knn
Search Nearest Neighbors
KL.dist
Kullback-Leibler Divergence
crossentropy
Cross Entropy
KL.divergence
Kullback-Leibler Divergence
knn.index
Search Nearest Neighbors
print.knnReg
Print Method for KNN Regression
mutinfo
Mutual Information
knn.cv
k-Nearest Neighbour Classification Cross-Validation
ownn
Optimal Weighted Nearest Neighbor Classification
knn.reg
k Nearest Neighbor Regression
entropy
Shannon Entropy
knn.dist
k Nearest Neighbor Distances
knn
k-Nearest Neighbour Classification