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Class Summary | |
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BallTree | Class implementing the BallTree/Metric Tree algorithm for nearest neighbour search. The connection to dataset is only a reference. |
CoverTree | Class implementing the CoverTree datastructure. The class is very much a translation of the c source code made available by the authors. For more information and original source code see: Alina Beygelzimer, Sham Kakade, John Langford: Cover trees for nearest neighbor. |
KDTree | Class implementing the KDTree search algorithm for nearest neighbour search. The connection to dataset is only a reference. |
LinearNNSearch | Class implementing the brute force search algorithm for nearest neighbour search. |
NearestNeighbourSearch | Abstract class for nearest neighbour search. |
PerformanceStats | The class that measures the performance of a nearest neighbour search (NNS) algorithm. |
TreePerformanceStats | The class that measures the performance of a tree based nearest neighbour search algorithm. |
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