套件：python3-pynndescent（0.5.11-1）
python3-pynndescent 的相關連結
Debian 的資源：
下載原始碼套件 python-pynndescent：
- [python-pynndescent_0.5.11-1.dsc]
- [python-pynndescent_0.5.11.orig.tar.xz]
- [python-pynndescent_0.5.11-1.debian.tar.xz]
維護小組：
外部的資源：
- 主頁 [github.com]
相似套件：
nearest neighbor descent for approximate nearest neighbors
PyNNDescent is a Python nearest neighbor descent for approximate nearest neighbors. It provides a Python implementation of Nearest Neighbor Descent for k-neighbor-graph construction and approximate nearest neighbor search, as per the paper:
Dong, Wei, Charikar Moses, and Kai Li. "Efficient k-nearest neighbor graph construction for generic similarity measures." Proceedings of the 20th international conference on World wide web. ACM, 2011.
This library supplements that approach with the use of random projection trees for initialisation. This can be particularly useful for the metrics that are amenable to such approaches (euclidean, minkowski, angular, cosine, etc.). Graph diversification is also performed, pruning the longest edges of any triangles in the graph.
Currently this library targets relatively high accuracy (80%-100% accuracy rate) approximate nearest neighbor searches.
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