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Vantage Tree#300

Merged
andrewdalpino merged 6 commits into2.5from
vantage-tree
Sep 20, 2023
Merged

Vantage Tree#300
andrewdalpino merged 6 commits into2.5from
vantage-tree

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This PR adds a Binary Spatial tree Vantage Tree that can be used by any of the distance-based Learners that use Spatial trees to accelerate nearest neighbor and range searches under the hood.

From my experiments, Vantage Trees perform worse than Ball and KD Trees in terms of average runtime, however, there may be some merit in certain applications.

@andrewdalpino andrewdalpino requested a review from a team June 4, 2023 22:05
@andrewdalpino andrewdalpino merged commit 92bbebe into 2.5 Sep 20, 2023
@andrewdalpino andrewdalpino deleted the vantage-tree branch September 20, 2023 04:55
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